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AI Slop Code RIsk Monitor

Agenta-AI/agenta

Agenta is a workspace where you and your team build agents and automations.

13.8 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for Agenta-AI/agenta, a TypeScript project with 4,827 GitHub stars. SynthScan examined 2,497,153 lines of code across 13958 source files, recording 24112 pattern matches distributed across 28 syntactic categories. The legacy adjusted pattern signal is 13.8 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

13.8
Adjusted Signal
13.8
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
4.8K
Stars
TypeScript
Language
2.5M
Lines of Code
14.0K
Files
24.1K
Pattern Hits
2026-10-12
Scan Date
0.11
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 26.9/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 15068 finding(s).

Hallucinated Dependency & Supply Chain Risk 8.9/100 · LOW

Are imports declared and package/API names verified? 4270 finding(s).

Agent Over-Engineering Ratio 41.7/100 · MEDIUM

Are wrappers, guards, and repeated structures necessary? 18169 finding(s).

PR Review Velocity Impact 54.6/100 · HIGH

Which changes need focused human review? 24112 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 4HIGH 1470MEDIUM 3949LOW 18689

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 24112 distinct pattern matches across 28 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers13162 hits · 12580 pts
SeverityFileLineSnippetContext
LOWclients/python/check_deps.py62def load_pyproject_constraints() -> dict[str, str]:CODE
LOWclients/python/tests/test_generated_pyproject_floor.py32def test_the_generator_writes_the_floor_the_repository_declares():CODE
LOWclients/python/tests/test_generated_pyproject_floor.py38def test_every_python_package_here_agrees_on_the_floor():CODE
LOWclients/python/tests/test_session_query_models.py114def test_sync_query_sessions_emits_canonical_json() -> None:CODE
LOWclients/python/tests/test_session_query_models.py133def test_async_query_sessions_emits_canonical_json() -> None:CODE
LOWclients/python/tests/test_session_query_models.py157def test_sessions_response_parses_omitted_unknown_origin() -> None:CODE
LOW…s/python/tests/test_provider_credentials_generation.py26def test_generation_hook_hides_plain_credential_fields(tmp_path: Path):STRING
LOW…s/python/tests/test_provider_credentials_generation.py46def test_generation_hook_fails_loudly_when_fern_shape_changes(tmp_path: Path):STRING
LOW…nts/python/tests/test_provider_credentials_security.py5def test_provider_credentials_hide_secrets_from_display_but_keep_wire_values():CODE
LOWclients/python/agenta_client/organizations/client.py33 def list_organization_domains(self, *, request_options: typing.Optional[RequestOptions] = None) -> typing.List[OrganCODE
LOWclients/python/agenta_client/organizations/client.py59 def create_organization_domain(self, *, domain: str, name: typing.Optional[str] = OMIT, description: typing.OptionalCODE
LOWclients/python/agenta_client/organizations/client.py100 def verify_organization_domain(self, *, domain_id: str, request_options: typing.Optional[RequestOptions] = None) -> CODE
LOWclients/python/agenta_client/organizations/client.py133 def refresh_organization_domain_token(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = NoCODE
LOWclients/python/agenta_client/organizations/client.py166 def reset_organization_domain(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = None) -> OCODE
LOWclients/python/agenta_client/organizations/client.py199 def delete_organization_domain(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = None) -> CODE
LOWclients/python/agenta_client/organizations/client.py228 def list_organization_providers(self, *, request_options: typing.Optional[RequestOptions] = None) -> typing.List[OrgCODE
LOWclients/python/agenta_client/organizations/client.py254 def create_organization_provider(self, *, slug: str, settings: typing.Dict[str, typing.Any], name: typing.Optional[sCODE
LOWclients/python/agenta_client/organizations/client.py297 def delete_organization_provider(self, provider_id: str, *, request_options: typing.Optional[RequestOptions] = None)CODE
LOWclients/python/agenta_client/organizations/client.py326 def update_organization_provider(self, provider_id: str, *, slug: typing.Optional[str] = OMIT, name: typing.OptionalCODE
LOWclients/python/agenta_client/organizations/client.py366 def test_organization_provider(self, provider_id: str, *, request_options: typing.Optional[RequestOptions] = None) -CODE
LOWclients/python/agenta_client/organizations/client.py463 def fetch_organization_details(self, organization_id: str, *, request_options: typing.Optional[RequestOptions] = NonCODE
LOWclients/python/agenta_client/organizations/client.py745 def transfer_organization_ownership(self, organization_id: str, new_owner_id: str, *, request_options: typing.OptionCODE
LOWclients/python/agenta_client/organizations/client.py868 async def list_organization_domains(self, *, request_options: typing.Optional[RequestOptions] = None) -> typing.ListCODE
LOWclients/python/agenta_client/organizations/client.py902 async def create_organization_domain(self, *, domain: str, name: typing.Optional[str] = OMIT, description: typing.OpCODE
LOWclients/python/agenta_client/organizations/client.py951 async def verify_organization_domain(self, *, domain_id: str, request_options: typing.Optional[RequestOptions] = NonCODE
LOWclients/python/agenta_client/organizations/client.py992 async def refresh_organization_domain_token(self, domain_id: str, *, request_options: typing.Optional[RequestOptionsCODE
LOWclients/python/agenta_client/organizations/client.py1033 async def reset_organization_domain(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = NoneCODE
LOWclients/python/agenta_client/organizations/client.py1074 async def delete_organization_domain(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = NonCODE
LOWclients/python/agenta_client/organizations/client.py1111 async def list_organization_providers(self, *, request_options: typing.Optional[RequestOptions] = None) -> typing.LiCODE
LOWclients/python/agenta_client/organizations/client.py1145 async def create_organization_provider(self, *, slug: str, settings: typing.Dict[str, typing.Any], name: typing.OptiCODE
LOWclients/python/agenta_client/organizations/client.py1196 async def delete_organization_provider(self, provider_id: str, *, request_options: typing.Optional[RequestOptions] =CODE
LOWclients/python/agenta_client/organizations/client.py1233 async def update_organization_provider(self, provider_id: str, *, slug: typing.Optional[str] = OMIT, name: typing.OpCODE
LOWclients/python/agenta_client/organizations/client.py1281 async def test_organization_provider(self, provider_id: str, *, request_options: typing.Optional[RequestOptions] = NCODE
LOWclients/python/agenta_client/organizations/client.py1402 async def fetch_organization_details(self, organization_id: str, *, request_options: typing.Optional[RequestOptions]CODE
LOWclients/python/agenta_client/organizations/client.py1740 async def transfer_organization_ownership(self, organization_id: str, new_owner_id: str, *, request_options: typing.CODE
LOW…ients/python/agenta_client/organizations/raw_client.py29 def list_organization_domains(self, *, request_options: typing.Optional[RequestOptions] = None) -> HttpResponse[typiCODE
LOW…ients/python/agenta_client/organizations/raw_client.py61 def create_organization_domain(self, *, domain: str, name: typing.Optional[str] = OMIT, description: typing.OptionalCODE
LOW…ients/python/agenta_client/organizations/raw_client.py123 def verify_organization_domain(self, *, domain_id: str, request_options: typing.Optional[RequestOptions] = None) -> CODE
LOW…ients/python/agenta_client/organizations/raw_client.py175 def refresh_organization_domain_token(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = NoCODE
LOW…ients/python/agenta_client/organizations/raw_client.py220 def reset_organization_domain(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = None) -> HCODE
LOW…ients/python/agenta_client/organizations/raw_client.py265 def delete_organization_domain(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = None) -> CODE
LOW…ients/python/agenta_client/organizations/raw_client.py299 def list_organization_providers(self, *, request_options: typing.Optional[RequestOptions] = None) -> HttpResponse[tyCODE
LOW…ients/python/agenta_client/organizations/raw_client.py331 def create_organization_provider(self, *, slug: str, settings: typing.Dict[str, typing.Any], name: typing.Optional[sCODE
LOW…ients/python/agenta_client/organizations/raw_client.py396 def delete_organization_provider(self, provider_id: str, *, request_options: typing.Optional[RequestOptions] = None)CODE
LOW…ients/python/agenta_client/organizations/raw_client.py430 def update_organization_provider(self, provider_id: str, *, slug: typing.Optional[str] = OMIT, name: typing.OptionalCODE
LOW…ients/python/agenta_client/organizations/raw_client.py493 def test_organization_provider(self, provider_id: str, *, request_options: typing.Optional[RequestOptions] = None) -CODE
LOW…ients/python/agenta_client/organizations/raw_client.py632 def fetch_organization_details(self, organization_id: str, *, request_options: typing.Optional[RequestOptions] = NonCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1041 def transfer_organization_ownership(self, organization_id: str, new_owner_id: str, *, request_options: typing.OptionCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1206 async def list_organization_domains(self, *, request_options: typing.Optional[RequestOptions] = None) -> AsyncHttpReCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1238 async def create_organization_domain(self, *, domain: str, name: typing.Optional[str] = OMIT, description: typing.OpCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1300 async def verify_organization_domain(self, *, domain_id: str, request_options: typing.Optional[RequestOptions] = NonCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1352 async def refresh_organization_domain_token(self, domain_id: str, *, request_options: typing.Optional[RequestOptionsCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1397 async def reset_organization_domain(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = NoneCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1442 async def delete_organization_domain(self, domain_id: str, *, request_options: typing.Optional[RequestOptions] = NonCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1476 async def list_organization_providers(self, *, request_options: typing.Optional[RequestOptions] = None) -> AsyncHttpCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1508 async def create_organization_provider(self, *, slug: str, settings: typing.Dict[str, typing.Any], name: typing.OptiCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1573 async def delete_organization_provider(self, provider_id: str, *, request_options: typing.Optional[RequestOptions] =CODE
LOW…ients/python/agenta_client/organizations/raw_client.py1607 async def update_organization_provider(self, provider_id: str, *, slug: typing.Optional[str] = OMIT, name: typing.OpCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1670 async def test_organization_provider(self, provider_id: str, *, request_options: typing.Optional[RequestOptions] = NCODE
LOW…ients/python/agenta_client/organizations/raw_client.py1809 async def fetch_organization_details(self, organization_id: str, *, request_options: typing.Optional[RequestOptions]CODE
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Decorative Section Separators3493 hits · 11846 pts
SeverityFileLineSnippetContext
MEDIUM.gitleaks.toml42 # ----------------------------------------------------------------------------COMMENT
MEDIUM.gitleaks.toml83 # ----------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/run-tests.py320 # ----------------------------------------------------------------------COMMENT
MEDIUMsdks/python/run-tests.py324 # ----------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py56# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py59# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py76# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py78# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py102# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py104# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py120# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py122# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py332# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py334# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py691# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py693# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py730 # ------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py732 # ------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py832 # ------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py835 # ------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py851 # ------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/decorators/routing.py857 # ------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/managers/secrets.py264 # ------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/managers/secrets.py276 # ------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/interfaces.py40# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/interfaces.py42# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/interfaces.py93# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/interfaces.py95# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/interfaces.py153# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/interfaces.py155# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/interfaces.py241# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/interfaces.py243# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py151# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py153# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py924# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py926# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py1445# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py1447# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py83# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py85# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py289# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py291# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py326# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py328# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py372# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py374# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py525# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py527# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py552# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py554# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py736# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py738# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py785# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py787# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py1361# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py1363# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/wire_models.py65# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/wire_models.py67# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/wire_models.py516# ---------------------------------------------------------------------------COMMENT
MEDIUMsdks/python/agenta/sdk/agents/wire_models.py518# ---------------------------------------------------------------------------COMMENT
3433 more matches not shown…
Unused Imports3044 hits · 2064 pts
SeverityFileLineSnippetContext
LOWclients/python/check_deps.py13CODE
LOWclients/python/agenta_client/client.py3CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
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LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
LOWclients/python/agenta_client/__init__.py9CODE
2984 more matches not shown…
Magic Placeholder Names1050 hits · 1930 pts
SeverityFileLineSnippetContext
HIGH.gitleaks.toml48 '''YOUR_API_KEY''',STRING
HIGHclients/python/agenta_client/client.py77 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/client.py353 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py52 api_key="YOUR_API_KEY",STRING
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HIGHclients/python/agenta_client/organizations/client.py522 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py552 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py590 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py636 api_key="YOUR_API_KEY",STRING
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HIGHclients/python/agenta_client/organizations/client.py732 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py768 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py805 api_key="YOUR_API_KEY",STRING
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HIGHclients/python/agenta_client/organizations/client.py977 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1018 api_key="YOUR_API_KEY",STRING
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HIGHclients/python/agenta_client/organizations/client.py1132 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1180 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1218 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1266 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1309 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1351 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1389 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1425 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1471 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1509 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1555 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1609 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1665 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1721 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1765 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1810 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/organizations/client.py1857 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py78 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py120 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py183 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py216 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py257 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py285 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py329 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py392 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py432 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py462 api_key="YOUR_API_KEY",STRING
HIGHclients/python/agenta_client/traces/client.py492 api_key="YOUR_API_KEY",STRING
990 more matches not shown…
AI Slop Vocabulary311 hits · 1015 pts
SeverityFileLineSnippetContext
LOWclients/python/agenta_client/core/serialization.py180 # then we can just pass the value through as isCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/handler.py290 # provider that no harness lists). Rejecting that untrusted pre-resolve string would block aCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/handler.py292 # The development mock is translated to a harness-native provider by theCOMMENT
LOWsdks/python/agenta/sdk/agents/handler.py377 # capability gating + fail-closed resolution policy; override to replace, not just add to.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/handler.py535 # values out of harness configuration: they identify this delivery/execution only. InCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py155# The harness contract's versioned identity, in the repo's slug grammarCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py157# ``engines/running/interfaces.py``). The namespace is ``harness`` and the trailing ``v0`` isCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py158# bumped only when the harness contract shape breaks. This is purely the INTERFACE identity theCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py159# agent_template schema advertises; the stored/wire harness VALUE stays the bare enum stringCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py925# Per-harness configs (what an adapter consumes)COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py960 # The selected harness's first-class allow/ask/deny posture, carried verbatim fromCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py961 # ``AgentTemplate.harness_permissions`` by the harness adapter. A gating harness's CONFIG rendersCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py966 # delivery channel from the harness and keeps this value outside lifecycle fingerprints.COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py1394 # per-turn transport metadata: the harness never consumes them, but the runner uses turn_id asCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py1402 # by a harness, so it changes nothing about how the turn executes.COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/dtos.py1410 # not harness configuration: the environment carries it directly to the backend and theCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py177# One entry per ``HarnessKind``. The slug version is ``v0`` for every harness today (theCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py203# the LLM-free test stand-in; tests select it by setting ``harness.kind`` explicitly.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py755 # The sandbox provider the run executed on, after the runner's harness routing.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py816 # ``model`` is the plain string every caller reads and hands to a harness. ``model_ref`` isCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py825 # The selected harness's slice (the keyed-by-harness bag collapses at parse time).COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py945 # ``model`` stays the plain string handed to the harness. ``model_ref`` carries authorCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py1216 # run ``adapters/__init__`` (which imports the harness adapters, which import this module),COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py1292 # run ``adapters/__init__`` (which imports the harness adapters, which import this module),COMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py1652 # never set a harness relies on. Anything else must name a harness this runtime has, and aCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py1663 # the harness identity a stored revision carries). A MEMBER has no spelling to keep, soCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/dtos.py136 type: str = f"{ERRORS_BASE_URL}#v0:agent:invalid-harness-kind"CODE
MEDIUMsdks/python/agenta/sdk/agents/wire_models.py615 # harness delivery channel. Excluded from lifecycle identity, like legacy gateway guidance.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/__init__.py277 # Minimal per-harness connection-capability table (subset; harness-capabilities owns the full one)COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py64# is broader than this one provider: it covers any way a harness signs itself in without anCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py69# ``docs/design/agent-workflows/projects/provider-model-auth/harness-provider-matrix.md`` and theCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py74 # harness's ``openai-codex/<id>`` model. This is the full ``openai-codex`` model set Pi'sCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py139 # The vault kind is ``together_ai`` (underscore), but the Pi harness reads ``TOGETHER_API_KEY``COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py141 # ``TOGETHERAI_API_KEY`` (the classic app-runner path); this table feeds the Pi harness, so itCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py142 # must use Pi's name or the key never reaches the harness.COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py152# ids are the shared catalog spelling (``provider/id``); each harness republishes them below inCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py221# A harness that selects by alias (Claude) names a TIER, not a model id, so a curated id has toCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py224# harness could otherwise not name belong here. Fable maps to the current ``claude-fable-5-1``COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/capabilities.py227# alias set (see :data:`CLAUDE_MODEL_ALIASES`), and a harness only advertises defaults it canCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py109# The curated Codex model set the harness advertises under the ``openai`` family: the models theCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py124# Both modes every harness supports today. (No ``default`` mode: the project default is justCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py128# Canonical provider -> env-var map (the harness's own env, e.g. Pi/Claude/litellm). The singleCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py347 # Full id, then the provider-less tail, then the tier alias: a harness that namesCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py402 # per provider family, in the harness's own model spelling. Derived fromCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py403 # :data:`PROVIDER_DEFAULT_MODELS` below, so a harness only ever advertises defaults it canCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py470 # being rejected as an unknown harness.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py558# The provider family each harness's ``custom`` deployment surface accepts. This is Decision 3'sCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/capabilities.py561# lists cannot express this pairing, so :func:`harness_allows_pair` consults this map. A harnessCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/tools/models.py647 # change. Executor-private, like ``context_bindings``: the child harness never sees it.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/tools/resolver.py99 # The harness registers custom tools by name beside its built-ins, so a same-named customCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/platform/connections.py634# The provider family a subscription resolves to, per harness. Pi reaches the ChatGPTCOMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/platform/connections.py636# declares, so the resolved pair passes the harness check without a new capability.COMMENT
MEDIUM⚡sdks/python/agenta/sdk/agents/platform/connections.py640# a harness here once its credential format is supported end to end.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/platform/connections.py68# The Claude harness selects a model by a bare alias (``haiku``/``sonnet``/``opus`` + ``[1m]``)COMMENT
MEDIUMsdks/python/agenta/sdk/agents/platform/connections.py138# Extras keys the current UI stores on custom_provider secrets, normalized to harness env.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/platform/connections.py332 # harness intersection). Neither field filters resolution here yet.COMMENT
MEDIUMsdks/python/agenta/sdk/agents/platform/connections.py445 # and the harness pair check reads ``openai``. An explicit provider (e.g. an AnthropicCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/platform/connections.py811 # The hint names the harness-reachable provider (anthropic for Claude, not openai).COMMENT
MEDIUMsdks/python/agenta/sdk/agents/platform/connections.py948 # returning endpoint=None) keeps the harness from falling back to a provider default andCOMMENT
MEDIUMsdks/python/agenta/sdk/agents/platform/connections.py1108 # A self-managed connection never reaches the gateway, in EITHER shape. The harnessCOMMENT
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Excessive Try-Catch Wrapping915 hits · 913 pts
SeverityFileLineSnippetContext
LOWclients/python/agenta_client/core/http_client.py35 except Exception:CODE
LOWclients/python/agenta_client/core/jsonable_encoder.py98 except Exception as e:CODE
LOWclients/python/agenta_client/core/jsonable_encoder.py103 except Exception as e:CODE
LOWsdks/python/agenta/__init__.py5except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/scenarios.py39 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/scenarios.py82 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/scenarios.py153 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/metrics.py37 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/metrics.py78 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/metrics.py110 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/results.py42 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/results.py103 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/runs.py58 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/runs.py120 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/runs.py152 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/runs.py181 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/runtime/processor.py411 except Exception: # pylint: disable=broad-exception-caughtCODE
LOWsdks/python/agenta/sdk/evaluations/runtime/processor.py458 except Exception: # pylint: disable=broad-exception-caughtCODE
LOWsdks/python/agenta/sdk/evaluations/runtime/processor.py469 except Exception: # pylint: disable=broad-exception-caughtCODE
LOWsdks/python/agenta/sdk/evaluations/runtime/processor.py502 except Exception: # pylint: disable=broad-exception-caughtCODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py318 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py645 except Exception as e:CODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py733 except Exception as e:CODE
MEDIUMsdks/python/agenta/sdk/evaluations/preview/utils.py738 print(f"Error fetching trace: {e}")CODE
LOWsdks/python/agenta/sdk/evaluations/preview/evaluate.py78 except Exception:CODE
LOWsdks/python/agenta/sdk/evaluations/preview/evaluate.py184 except Exception:CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py514 except Exception: # pylint: disable=bare-exceptCODE
LOWsdks/python/agenta/sdk/decorators/tracing.py716 except Exception: # pylint: disable=bare-exceptCODE
LOWsdks/python/agenta/sdk/decorators/tracing.py723 except Exception: # pylint: disable=bare-exceptCODE
LOWsdks/python/agenta/sdk/decorators/routing.py762 except Exception as exception:CODE
LOWsdks/python/agenta/sdk/decorators/routing.py791 except Exception as exception:CODE
LOWsdks/python/agenta/sdk/decorators/running.py63 except Exception:CODE
LOWsdks/python/agenta/sdk/decorators/running.py578 except Exception:CODE
LOWsdks/python/agenta/sdk/decorators/running.py588 except Exception:CODE
LOWsdks/python/agenta/sdk/managers/testsets.py263 except Exception as e:CODE
LOWsdks/python/agenta/sdk/managers/applications.py28 except Exception:CODE
LOWsdks/python/agenta/sdk/managers/applications.py99 except Exception as e:CODE
LOWsdks/python/agenta/sdk/managers/applications.py259 except Exception as e:CODE
LOWsdks/python/agenta/sdk/managers/applications.py297 except Exception as e:CODE
LOWsdks/python/agenta/sdk/managers/applications.py333 except Exception as e:CODE
MEDIUMsdks/python/agenta/sdk/managers/applications.py25def _response_detail(response) -> str:CODE
LOWsdks/python/agenta/sdk/managers/shared.py15 except Exception:CODE
LOWsdks/python/agenta/sdk/managers/shared.py30 except Exception as exc:CODE
MEDIUMsdks/python/agenta/sdk/managers/shared.py12def _response_detail(response) -> str:CODE
MEDIUMsdks/python/agenta/sdk/managers/shared.py27def _raise_for_status(response) -> None:CODE
LOWsdks/python/agenta/sdk/managers/evaluators.py28 except Exception:CODE
LOWsdks/python/agenta/sdk/managers/evaluators.py98 except Exception as e:CODE
LOWsdks/python/agenta/sdk/managers/evaluators.py252 except Exception as e:CODE
LOWsdks/python/agenta/sdk/managers/evaluators.py313 except Exception as e:CODE
LOWsdks/python/agenta/sdk/managers/evaluators.py349 except Exception as e:CODE
MEDIUMsdks/python/agenta/sdk/managers/evaluators.py25def _response_detail(response) -> str:CODE
LOWsdks/python/agenta/sdk/middlewares/running/vault.py272 except Exception as exc:CODE
LOWsdks/python/agenta/sdk/middlewares/running/vault.py280 except Exception as exc:CODE
LOWsdks/python/agenta/sdk/middlewares/running/vault.py329 except Exception: # pylint: disable=bare-exceptCODE
LOWsdks/python/agenta/sdk/middlewares/running/vault.py366 except Exception: # pylint: disable=bare-exceptCODE
LOWsdks/python/agenta/sdk/middlewares/running/resolver.py42 except Exception:CODE
LOWsdks/python/agenta/sdk/middlewares/running/resolver.py498 except Exception:CODE
LOWsdks/python/agenta/sdk/middlewares/running/resolver.py572 except Exception:CODE
LOW…ks/python/agenta/sdk/middlewares/running/normalizer.py329 except Exception as exception:CODE
LOWsdks/python/agenta/sdk/middlewares/routing/auth.py284 except Exception as exc:CODE
855 more matches not shown…
Cross-File Repetition142 hits · 710 pts
SeverityFileLineSnippetContext
HIGHclients/python/check_deps.py0compare dependency versions: - constraint: from pyproject.toml - locked : from uv.lock - latest : from pypi usage: pythoSTRING
HIGHsdks/python/check_deps.py0compare dependency versions: - constraint: from pyproject.toml - locked : from uv.lock - latest : from pypi usage: pythoSTRING
HIGHapi/check_deps.py0compare dependency versions: - constraint: from pyproject.toml - locked : from uv.lock - latest : from pypi usage: pythoSTRING
HIGHservices/check_deps.py0compare dependency versions: - constraint: from pyproject.toml - locked : from uv.lock - latest : from pypi usage: pythoSTRING
HIGHclients/python/check_deps.py0read [project.dependencies] constraints from pyproject.toml. (only runtime deps; you can extend to include groups if youSTRING
HIGHsdks/python/check_deps.py0read [project.dependencies] constraints from pyproject.toml. (only runtime deps; you can extend to include groups if youSTRING
HIGHapi/check_deps.py0read [project.dependencies] constraints from pyproject.toml. (only runtime deps; you can extend to include groups if youSTRING
HIGHservices/check_deps.py0read [project.dependencies] constraints from pyproject.toml. (only runtime deps; you can extend to include groups if youSTRING
HIGHclients/python/agenta_client/traces/client.py0create a single-span "simple" trace. this endpoint is a higher-level helper for the common case of recording one self-coSTRING
HIGHclients/python/agenta_client/traces/raw_client.py0create a single-span "simple" trace. this endpoint is a higher-level helper for the common case of recording one self-coSTRING
HIGHapi/oss/src/apis/fastapi/traces/router.py0create a single-span "simple" trace. this endpoint is a higher-level helper for the common case of recording one self-coSTRING
HIGH…_client/types/application_revision_resolve_response.py0references (artifact / variant / revision) actually used to retrieve this revision.STRING
HIGH…nta_client/types/workflow_revision_resolve_response.py0references (artifact / variant / revision) actually used to retrieve this revision.STRING
HIGH…ta_client/types/evaluator_revision_resolve_response.py0references (artifact / variant / revision) actually used to retrieve this revision.STRING
HIGHclients/python/agenta_client/types/channel_policy.py0what one level stated. every field optional; none means no opinion.STRING
HIGHdocs/design/channels-research/v2/entities.md0what one level stated. every field optional; none means no opinion.STRING
HIGHapi/oss/src/core/channels/dtos.py0what one level stated. every field optional; none means no opinion.STRING
HIGH…python/agenta_client/types/workflow_revision_commit.py0the revision this change was built on. omit it to keep today's last-write-wins behavior. send it on a legacy delta and tSTRING
HIGH…hon/agenta_client/types/application_revision_commit.py0the revision this change was built on. omit it to keep today's last-write-wins behavior. send it on a legacy delta and tSTRING
HIGH…ython/agenta_client/types/evaluator_revision_commit.py0the revision this change was built on. omit it to keep today's last-write-wins behavior. send it on a legacy delta and tSTRING
HIGH…ython/agenta_client/types/testset_revision_response.py0references used to retrieve the top-level revision.STRING
HIGH…hon/agenta_client/types/evaluator_revision_response.py0references used to retrieve the top-level revision.STRING
HIGH…thon/agenta_client/types/workflow_revision_response.py0references used to retrieve the top-level revision.STRING
HIGH…n/agenta_client/types/application_revision_response.py0references used to retrieve the top-level revision.STRING
HIGH…python/agenta_client/types/channel_effective_policy.py0what the intersection decided. every field present, none optional.STRING
HIGHdocs/design/channels-research/v2/entities.md0what the intersection decided. every field present, none optional.STRING
HIGHapi/oss/src/core/channels/dtos.py0what the intersection decided. every field present, none optional.STRING
HIGH…n/agenta_client/types/channel_inbox_event_processed.py0what core reads. the adapter's normalisation of the platform's payload.STRING
HIGHdocs/design/channels-research/v2/entities.md0what core reads. the adapter's normalisation of the platform's payload.STRING
HIGHapi/oss/src/core/channels/dtos.py0what core reads. the adapter's normalisation of the platform's payload.STRING
HIGHclients/python/agenta_client/access/client.py0parameters ---------- plan : str request_options : typing.optional[requestoptions] request-specific configuration. returSTRING
HIGHclients/python/agenta_client/triggers/client.py0parameters ---------- plan : str request_options : typing.optional[requestoptions] request-specific configuration. returSTRING
HIGHclients/python/agenta_client/secrets/client.py0parameters ---------- plan : str request_options : typing.optional[requestoptions] request-specific configuration. returSTRING
HIGHclients/python/agenta_client/projects/client.py0parameters ---------- plan : str request_options : typing.optional[requestoptions] request-specific configuration. returSTRING
HIGHclients/python/agenta_client/status/client.py0parameters ---------- plan : str request_options : typing.optional[requestoptions] request-specific configuration. returSTRING
HIGHclients/python/agenta_client/users/client.py0parameters ---------- plan : str request_options : typing.optional[requestoptions] request-specific configuration. returSTRING
HIGHclients/python/agenta_client/billing/client.py0parameters ---------- plan : str request_options : typing.optional[requestoptions] request-specific configuration. returSTRING
HIGHclients/python/agenta_client/channels/client.py0parameters ---------- plan : str request_options : typing.optional[requestoptions] request-specific configuration. returSTRING
HIGHclients/python/agenta_client/access/raw_client.py0parameters ---------- plan : str success_url : str request_options : typing.optional[requestoptions] request-specific coSTRING
HIGHclients/python/agenta_client/projects/raw_client.py0parameters ---------- plan : str success_url : str request_options : typing.optional[requestoptions] request-specific coSTRING
HIGHclients/python/agenta_client/status/raw_client.py0parameters ---------- plan : str success_url : str request_options : typing.optional[requestoptions] request-specific coSTRING
HIGHclients/python/agenta_client/users/raw_client.py0parameters ---------- plan : str success_url : str request_options : typing.optional[requestoptions] request-specific coSTRING
HIGHclients/python/agenta_client/billing/raw_client.py0parameters ---------- plan : str success_url : str request_options : typing.optional[requestoptions] request-specific coSTRING
HIGHclients/python/agenta_client/status/client.py0parameters ---------- request_options : typing.optional[requestoptions] request-specific configuration. returns ------- STRING
HIGHclients/python/agenta_client/users/client.py0parameters ---------- request_options : typing.optional[requestoptions] request-specific configuration. returns ------- STRING
HIGHclients/python/agenta_client/billing/client.py0parameters ---------- request_options : typing.optional[requestoptions] request-specific configuration. returns ------- STRING
HIGHclients/python/agenta_client/sessions/client.py0server-sent events relay for one session (m3 live relay). emits change notifications only — never record payloads; clienSTRING
HIGHclients/python/agenta_client/sessions/raw_client.py0server-sent events relay for one session (m3 live relay). emits change notifications only — never record payloads; clienSTRING
HIGHapi/oss/src/apis/fastapi/sessions/router.py0server-sent events relay for one session (m3 live relay). emits change notifications only — never record payloads; clienSTRING
HIGHsdks/python/run-tests.py0the forwarded arguments that are not options and not an option's value.STRING
HIGHapi/run-tests.py0the forwarded arguments that are not options and not an option's value.STRING
HIGHservices/run-tests.py0the forwarded arguments that are not options and not an option's value.STRING
HIGHsdks/python/run-tests.py0pull the caller's own `-m` out of the forwarded arguments. pytest honours the last `-m` it is given, and this wrapper apSTRING
HIGHapi/run-tests.py0pull the caller's own `-m` out of the forwarded arguments. pytest honours the last `-m` it is given, and this wrapper apSTRING
HIGHservices/run-tests.py0pull the caller's own `-m` out of the forwarded arguments. pytest honours the last `-m` it is given, and this wrapper apSTRING
HIGHsdks/python/run-tests.py0run pytest with dynamic markers and environment configuration. additional args after '--' are passed directly to pytest.STRING
HIGHapi/run-tests.py0run pytest with dynamic markers and environment configuration. additional args after '--' are passed directly to pytest.STRING
HIGHservices/run-tests.py0run pytest with dynamic markers and environment configuration. additional args after '--' are passed directly to pytest.STRING
HIGHsdks/python/agenta/sdk/utils/net.py0whether an address is rfc 6598 space, ipv4-mapped ipv6 included. unwrapped the way `ipaddress` unwraps for its own prediSTRING
HIGHapi/oss/src/core/gateways/mcps/oauth/registration.py0whether an address is rfc 6598 space, ipv4-mapped ipv6 included. unwrapped the way `ipaddress` unwraps for its own prediSTRING
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Empty Error Handlers117 hits · 585 pts
SeverityFileLineSnippetContext
HIGHclients/python/agenta_client/core/http_client.py92except (ValueError, TypeError):CODE
HIGHclients/python/agenta_client/core/http_client.py35except Exception:CODE
HIGHclients/python/agenta_client/core/http_sse/_decoders.py56except (TypeError, ValueError):CODE
HIGHclients/python/agenta_client/core/http_sse/_api.py37except (LookupError, UnicodeError):CODE
HIGHsdks/python/agenta/sdk/decorators/tracing.py514except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/decorators/running.py578except Exception:CODE
HIGHsdks/python/agenta/sdk/decorators/running.py588except Exception:CODE
HIGHsdks/python/agenta/sdk/agents/handler.py659except Exception: # result unavailable on a failed/aborted streamCODE
HIGHsdks/python/agenta/sdk/agents/streaming.py90except Exception: # pylint: disable=broad-exceptCODE
HIGHsdks/python/agenta/sdk/agents/platform/connection.py72except ValueError:CODE
HIGHsdks/python/agenta/sdk/utils/assets.py295except Exception:CODE
HIGH…s/python/agenta/sdk/engines/running/runners/daytona.py492except Exception:CODE
HIGHsdks/python/agenta/sdk/engines/tracing/attributes.py179except TypeError:CODE
HIGHsdks/python/agenta/sdk/engines/tracing/propagation.py23except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/propagation.py39except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/propagation.py60except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/propagation.py80except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/propagation.py91except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/processors.py248except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/processors.py264except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/processors.py79except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/processors.py149except Exception:CODE
HIGHsdks/python/agenta/sdk/engines/tracing/processors.py96except Exception: # pylint: disable=bare-exceptCODE
HIGHsdks/python/agenta/sdk/engines/tracing/processors.py126except Exception:CODE
HIGHsdks/python/agenta/sdk/redaction/redactor.py82except Exception:CODE
HIGHsdks/python/agenta/sdk/redaction/redactor.py86except Exception:CODE
HIGHsdks/python/agenta/sdk/litellm/litellm.py204except Exception:CODE
HIGHsdks/python/agenta/sdk/litellm/litellm.py320except Exception:CODE
HIGH…/python/oss/tests/pytest/unit/test_preinit_warnings.py87except Exception:CODE
HIGHsdks/python/oss/tests/pytest/unit/test_resolvers.py72except KeyError:CODE
HIGHsdks/python/oss/tests/pytest/unit/test_resolvers.py79except ValueError:CODE
HIGH…ests/pytest/integration/agents/_fake_runner_backend.py121except Exception: # pylint: disable=broad-exceptCODE
HIGH…pytest/acceptance/evaluations/test_evaluations_flow.py64except Exception:CODE
HIGH…pytest/acceptance/evaluations/test_evaluations_flow.py75except Exception:CODE
HIGH…pytest/acceptance/evaluations/test_evaluations_flow.py103except Exception:CODE
HIGH…pytest/acceptance/evaluations/test_evaluations_flow.py159except Exception:CODE
HIGH…pytest/acceptance/evaluations/test_evaluations_flow.py127except Exception:CODE
HIGH…ytest/acceptance/workflows/test_apps_shared_manager.py323except Exception:CODE
HIGH…ytest/acceptance/workflows/test_apps_shared_manager.py601except Exception:CODE
HIGH…ytest/acceptance/workflows/test_apps_shared_manager.py568except Exception:CODE
HIGH…ytest/acceptance/workflows/test_apps_shared_manager.py758except Exception:CODE
HIGH…/acceptance/observability/test_observability_traces.py179except Exception:CODE
HIGH…/acceptance/observability/test_observability_traces.py256except Exception:CODE
HIGH…s/pytest/acceptance/integrations/test_vault_secrets.py230except Exception:CODE
HIGH…ytest/acceptance/integrations/test_testsets_manager.py96except Exception:CODE
HIGH…oss/tests/legacy/sdk_tests/management_sdk/run_local.py5except ImportError:CODE
HIGH…gement_sdk/manual_tests/apps_with_new_sdk/run_local.py5except ImportError:CODE
HIGH…gement_sdk/manual_tests/apps_with_old_sdk/run_local.py5except ImportError:CODE
HIGH…s/python/oss/tests/legacy/debugging/simple-app/main.py5except ImportError:CODE
HIGHsdks/python/oss/tests/manual/tools/tools.tests.py185except FileNotFoundError:CODE
HIGH…-release-gate/resources/test_qa_product_concurrency.py876except qa.httpx.ReadTimeout:CODE
HIGH…ents/skills/agent-release-gate/resources/qa_product.py2155except Exception:CODE
HIGH…skills/agent-release-gate/resources/session_control.py2489except Exception: # noqa: BLE001CODE
HIGH…orkflows/archive/wp-3-daytona-sandbox/poc/run_agent.py318except Exception: # noqa: BLE001CODE
HIGH…ions/research/experiments/hosted_subscription_cells.py208except Exception:CODE
HIGHexamples/python/RAG_QA_chatbot/backend/agent_loop.py579except Exception:CODE
HIGHexamples/python/custom_workflows/rag-docs-qa/ingest.py145except Exception:CODE
HIGHapi/ee/tests/pytest/integration/wallets/conftest.py262except RuntimeError:CODE
HIGH…/manual/evaluations/sdk/test_openai_agent_evaluator.py180except Exception:CODE
HIGHapi/ee/src/core/access/entitlements/service.py383except ValueError:CODE
57 more matches not shown…
Over-Commented Block558 hits · 520 pts
SeverityFileLineSnippetContext
LOW.gitleaks.toml21 # -------------------------------------------------------------- WEB ARTIFACTSCOMMENT
LOW.gitleaks.toml61 '''phc_hmVSxIjTW1REBHXgj2aw4HW9X6CXb6FzerBgP9XenC7''', # POSTHOGCOMMENT
LOW.coderabbit.yaml1# yaml-language-server: $schema=https://coderabbit.ai/integrations/schema.v2.jsonCOMMENT
LOWclients/scripts/generate.sh301 fetchSupport: nativeCOMMENT
LOWsdks/python/run-tests.py21}COMMENT
LOWsdks/python/agenta/sdk/evaluations/runtime/processor.py61# Per-repeat upstream context seed. Either ONE slice-wide dict (every scenarioCOMMENT
LOWsdks/python/agenta/sdk/evaluations/runtime/executor.py461COMMENT
LOWsdks/python/agenta/sdk/managers/secrets.py261 for slug in savedCOMMENT
LOWsdks/python/agenta/sdk/agents/capabilities.py61# Subscription/OAuth-only providers Pi also reaches. ``openai-codex`` is OpenAI's ChatGPT/CodexCOMMENT
LOW…s/python/agenta/sdk/agents/platform/session_context.py41COMMENT
LOWsdks/python/agenta/sdk/agents/platform/connections.py1101COMMENT
LOWsdks/python/agenta/sdk/agents/platform/op_catalog.py181 # Self-targeting fields the runner fills server-side from run context: a dotted body path on theCOMMENT
LOWsdks/python/agenta/sdk/agents/platform/op_catalog.py1121 # `base_revision_id` is required WITH the ordered arm, and the schema has to sayCOMMENT
LOWsdks/python/agenta/sdk/agents/mcp/resolver.py41 base = f"{gateway_base_url.rstrip('/')}/gateways/mcps"COMMENT
LOW…s/python/agenta/sdk/agents/adapters/claude_settings.py41from ..tools.models import PermissionMode, effective_permissionCOMMENT
LOW…s/python/agenta/sdk/agents/adapters/claude_settings.py161 }COMMENT
LOW…ks/python/agenta/sdk/agents/adapters/codex_settings.py201 scalars["model_provider"] = MANAGED_PROVIDER_IDCOMMENT
LOWsdks/python/agenta/sdk/agents/adapters/vercel/stream.py361 failure_code=_runner_failure_code(data.get("code")),COMMENT
LOWsdks/python/agenta/sdk/agents/adapters/vercel/stream.py681 #COMMENT
LOWsdks/python/agenta/sdk/utils/assets.py201 ],COMMENT
LOWsdks/python/agenta/sdk/models/workflows.py241COMMENT
LOWsdks/python/agenta/sdk/engines/running/utils.py321#COMMENT
LOWsdks/python/oss/tests/pytest/conftest.py1# Root conftest for SDK tests.COMMENT
LOW…tests/pytest/unit/test_workflow_negotiation_routing.py161# Accept->flags mapping lives in the endpoint, not in handle_invoke_success), soCOMMENT
LOW…n/oss/tests/pytest/unit/test_render_template_helper.py1141COMMENT
LOW…unit/agents/adapters/test_vercel_stream_conformance.py421COMMENT
LOW…ts/pytest/unit/agents/adapters/test_claude_settings.py141 )COMMENT
LOW…ts/pytest/unit/agents/adapters/test_claude_settings.py681 assert _claude_decision(perms, "acme", "echo") == named_permissionCOMMENT
LOWsdks/python/oss/tests/pytest/integration/conftest.py1# Integration tests wire multiple SDK modules together with the networkCOMMENT
LOW…ks/python/oss/tests/pytest/utils/ssrf_guard_vectors.py21from pathlib import PathCOMMENT
LOW…s/legacy/observability_sdk/sanity_check/05_app_meta.py21 ag.tracing.store_refs(COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py121 "my_app",COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py141 # "1",COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py161# "NEW_APPLICATION_SLUG",COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py181# "NEW_APPLICATION_REVISION_VERSION",COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py201 "country": "Germany",COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py221 #### CHATCOMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py541COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py561COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py581# status=status,COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py601# "Content-Type": "application/json",COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py621# status, data = call_application(COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py661 params = {k: v for k, v in params.items() if v is not None}COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py681# params=params,COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py701# url=url,COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py801# status, data = call_application(COMMENT
LOW…ss/tests/manual/workflows/workflows_migration_guide.py841# url, headers, params = get_committed_request_in_2025_format(COMMENT
LOWweb/entrypoint.sh61 export AGENTA_BILLING_ENABLED="true"COMMENT
LOWweb/_reference/agenta-sdk/scripts/generate-schemas.sh1#!/bin/bashCOMMENT
LOWweb/storybook/stories/RunButton.stories.tsx41COMMENT
LOW…tories/presentational/SimpleDropdownSelect.stories.tsx1import {useState} from "react"COMMENT
LOW…/stories/presentational/CommitMessageInput.stories.tsx1import {useState} from "react"COMMENT
LOW…torybook/stories/entity-ui/ToolItemControl.stories.tsx1import {useRef, type ReactNode} from "react"COMMENT
LOW…/stories/entity-ui/ConnectionManagerDrawer.stories.tsx1import {connectionDrawerAtom} from "@agenta/entities/gatewayTool"COMMENT
LOW…book/stories/entity-ui/ParameterNodeEditor.stories.tsx41// antd swaps: `Input` → `@agenta/ui` `Input` (`onPressEnter` → an Enter `onKeyDown`);COMMENT
LOW…ook/stories/entity-ui/AgentTemplateControl.stories.tsx21import type {Meta, StoryObj} from "@storybook/nextjs"COMMENT
LOW…rybook/stories/entity-ui/McpConnectJourney.stories.tsx1import type {McpConnectJourney, McpJourneyState} from "@agenta/entities/mcpEndpoint"COMMENT
LOW…/storybook/stories/entity-ui/SkillFormView.stories.tsx1import {useState} from "react"COMMENT
LOW…stories/entity-ui/ClaudePermissionsControl.stories.tsx1import {useState} from "react"COMMENT
LOW…rybook/stories/entity-ui/McpServerFormView.stories.tsx1import {useState, type ReactNode} from "react"COMMENT
498 more matches not shown…
Cross-Language Confusion79 hits · 418 pts
SeverityFileLineSnippetContext
HIGHsdks/python/agenta/sdk/agents/dtos.py1651 # An absent, null, or blank kind means "use the default", which is what every config thatCOMMENT
HIGHsdks/python/agenta/sdk/agents/dtos.py276 ``None`` (absent or explicit null) passes: an agent with no instructions is a validSTRING
HIGHsdks/python/agenta/sdk/agents/platform/op_catalog.py1908 "null, report url_unavailable_reason instead of inventing a link."CODE
HIGH…s/python/agenta/sdk/agents/adapters/agenta_builtins.py1113 cd /tmp && gh repo fork Agenta-AI/agenta --clone -- --depth 1CODE
HIGH…s/python/agenta/sdk/agents/adapters/agenta_builtins.py11173. `cd /tmp/agenta && git checkout -b template/<key>`.CODE
HIGH…s/python/agenta/sdk/agents/adapters/agenta_builtins.py1167 cd templates/<key> && rm -f ../<key>-<version>.zip && python3 -m zipfile -c ../<key>-<version>.zip .CODE
HIGHsdks/python/agenta/sdk/engines/running/templates.py51 result = null;CODE
HIGHsdks/python/agenta/sdk/engines/running/templates.py73result = Number.isFinite(resultNum) ? resultNum : null;CODE
HIGHsdks/python/agenta/sdk/engines/running/templates.py121 result = null;CODE
HIGHsdks/python/agenta/sdk/engines/running/templates.py142result = Number.isFinite(resultNum) ? resultNum : null;CODE
HIGHsdks/python/agenta/sdk/engines/running/templates.py185if (result === undefined) {{CODE
HIGHsdks/python/agenta/sdk/engines/running/templates.py186 result = null;CODE
HIGHsdks/python/agenta/sdk/engines/running/templates.py204if (result === undefined) {{CODE
HIGHsdks/python/agenta/sdk/engines/running/templates.py205 result = null;CODE
HIGH…tests/pytest/unit/test_llm_v0_handler_flags_running.py29 """`_UNSET` keys are omitted from `flags` entirely (absent, not explicit null)."""STRING
HIGH⚡…n/oss/tests/pytest/unit/test_render_template_helper.py1199 {"expr": 'a < b && c > d "quoted"'},CODE
HIGH⚡…n/oss/tests/pytest/unit/test_render_template_helper.py1201 assert rendered == 'compare: a < b && c > d "quoted"'CODE
HIGH…oss/tests/pytest/unit/test_workflow_control_running.py17 missing -> no turn -> a control call (absent; not null, not {})STRING
HIGH⚡sdks/python/oss/tests/pytest/unit/test_message_types.py32 {"role": "assistant", "content": "Hello", "tool_calls": null}CODE
HIGH⚡…ts/pytest/unit/agents/test_dtos_capabilities_events.py62 # exporter's standard `authorization` header). Unset fields stay null, as before.COMMENT
HIGH⚡…hon/oss/tests/pytest/unit/agents/test_wire_contract.py459 An unknown read-only hint must ride the wire as an explicit null, not as a dropped key: aSTRING
HIGH…hon/oss/tests/pytest/unit/agents/test_wire_contract.py483 The subset guard cannot catch a field that is emitted as null, so assert the key'sSTRING
HIGH…sts/pytest/unit/agents/tools/test_permission_parity.py90 things: the producer emits the null, and the consumer model parses it back as ``None``.STRING
HIGH…ceptance/agents/test_mcp_gateway_routing_acceptance.py13 cd sdks/python && pytest oss/tests/pytest/acceptance/agents -m acceptanceSTRING
HIGH…ent-release-gate/resources/matrix_s1_custom_secrets.py288 f"{absent_path} when it is undefined, otherwise write PRESENT. Do not inspect "CODE
HIGH⚡…t-release-gate/resources/test_gate_review_followups.py436 # The load-bearing one: `{}` and `{"turns": null}` would otherwise be ([], True), whichCOMMENT
HIGH…s/agent-release-gate/resources/test_session_control.py1784 assert "timeout 45 tail -f /dev/null; echo MANGO123" in promptCODE
HIGH…gents/skills/agent-release-gate/resources/matrix_w5.py63 "sleep 20 && echo LONG_TURN_DONE"CODE
HIGH…agent-release-gate/resources/matrix_r1_two_replicas.py391 f"echo {token} > /tmp/qa-r1-{token}.txt && cat /tmp/qa-r1-{token}.txt "CODE
HIGH…agent-release-gate/resources/matrix_r1_two_replicas.py406 f"foreground and not in the background: timeout {seconds} tail -f /dev/null; echo "CODE
HIGH…s/skills/agent-release-gate/resources/qa_matrix_lib.py616 # `{"turns": null}` would otherwise read as an answered-EMPTY ledger, which is the one readingCOMMENT
HIGH⚡…ents/skills/agent-release-gate/resources/qa_product.py2656fs.writeFileSync(file, JSON.stringify(doc,null,2)); fs.chmodSync(file,0o600);CODE
HIGH⚡…ents/skills/agent-release-gate/resources/qa_product.py2658if (metaVersion!==undefined && fs.existsSync(meta)) {CODE
HIGH⚡…ents/skills/agent-release-gate/resources/qa_product.py2663console.log(JSON.stringify({mode, meta: fs.existsSync(meta)? JSON.parse(fs.readFileSync(meta,'utf8')) : null}));CODE
HIGH…ents/skills/agent-release-gate/resources/qa_product.py515 "echo WROTE > /tmp/qa-$(hostname).txt && cat /tmp/qa-$(hostname).txt "CODE
HIGH…ents/skills/agent-release-gate/resources/qa_product.py3620 f"echo {nonce} > /tmp/qa-{nonce}.txt && cat /tmp/qa-{nonce}.txt "CODE
HIGH⚡…skills/agent-release-gate/resources/session_control.py187hp=$(printf '%04X' "$port" 2>/dev/null) || exit 0CODE
HIGH⚡…skills/agent-release-gate/resources/session_control.py188inode=$(awk -v hp="$hp" 'NR>1 && $4=="0A" { split($2,a,":"); if (a[2]==hp) { print $10; exit } }' /proc/net/tcp /proc/neCODE
HIGH⚡…skills/agent-release-gate/resources/session_control.py191 link=$(readlink "$fd" 2>/dev/null) || continueCODE
HIGH…skills/agent-release-gate/resources/session_control.py567 "ss -ltnHp 2>/dev/null || true",CODE
HIGH…skills/agent-release-gate/resources/session_control.py1827 f"foreground and not in the background: timeout {seconds} tail -f /dev/null; "CODE
HIGH…ive/wp-8-rivet-acp-runtime/poc/build_rivet_snapshot.py70 "RUN pi --version || true",CODE
HIGH…ows/archive/wp-3-daytona-sandbox/poc/build_snapshot.py72 "apt-get update && apt-get install -y --no-install-recommends ripgrep fd-find && rm -rf /var/lib/apt/lists/*CODE
HIGH…ows/archive/wp-3-daytona-sandbox/poc/build_snapshot.py75 "pi --version || true",CODE
HIGH…ions/research/experiments/hosted_subscription_cells.py346fs.writeFileSync(file, JSON.stringify(doc,null,2)); fs.chmodSync(file,0o600);CODE
HIGH…ions/research/experiments/hosted_subscription_cells.py348if (metaVersion!==undefined && fs.existsSync(meta)) {CODE
HIGHexamples/python/RAG_QA_chatbot/scripts/test_traces.py6 source .venv/bin/activate && python scripts/test_traces.pySTRING
HIGHexamples/python/cv-screening/setup_app.py9 leave the uri null, so the playground shows a 404 instead of running.STRING
HIGHhosting/kubernetes/helm/tests/test_gateway_values.py300 # A bare `ttlSeconds:` with nothing after it is a YAML null, and the schema rejects it byCOMMENT
HIGH…/oss/tests/pytest/unit/sessions/test_redis_contract.py11Run: cd api && py-run-testsSTRING
HIGH…st/unit/sessions/test_watchdog_collapse_persistence.py23 cd api && POSTGRES_URI_CORE=postgresql+asyncpg://username:password@localhost:5432/agenta_oss_core \STRING
HIGH⚡…it/gateways/test_gateways_mcp_connect_callback_page.py160 assert "const AGENTA_POST_MESSAGE_ORIGIN = null;" in pageCODE
HIGH…est/unit/channels/test_channels_live_qa_regressions.py220 command = 'ls -la /data/Agent_Files 2>/dev/null || echo "No agent-files found"'CODE
HIGH…est/integration/sessions/test_records_turn_span_dao.py12 - old records (turn_id/span_id both null, as if written before this column existed)STRING
HIGH…acceptance/evaluations/test_evaluation_metrics_flow.py15 - global = whole run (scenario_id null) — used for batch evaluationsSTRING
HIGH…ceptance/gateways/test_llm_gateway_proxy_acceptance.py13 cd api && py-run-tests # or: pytest oss/tests/pytest/acceptance/gateways -m acceptanceSTRING
HIGH…tance/gateways/test_llm_gateway_disabled_acceptance.py19 cd api && AGENTA_API_URL=<api> AGENTA_AUTH_KEY=<key> \STRING
HIGHapi/oss/src/apis/fastapi/tools/router.py2067 if (window.opener && !window.opener.closed && AGENTA_POST_MESSAGE_ORIGIN) {{CODE
HIGHapi/oss/src/apis/fastapi/tools/router.py2083 if (window.opener && AGENTA_POST_MESSAGE_ORIGIN) {{CODE
HIGHapi/oss/src/apis/fastapi/gateways/mcps/router.py913 if (AGENTA_SUCCESS && autoReturn) {{ autoReturn.hidden = false; }}CODE
19 more matches not shown…
Deep Nesting380 hits · 330 pts
SeverityFileLineSnippetContext
LOWclients/python/agenta_client/core/jsonable_encoder.py31CODE
LOWclients/python/agenta_client/core/file.py46CODE
LOWclients/python/agenta_client/core/query_encoder.py9CODE
LOWclients/python/agenta_client/core/query_encoder.py26CODE
LOWclients/python/agenta_client/core/pydantic_utilities.py40CODE
LOWclients/python/agenta_client/core/pydantic_utilities.py197CODE
LOWclients/python/agenta_client/core/http_sse/_decoders.py15CODE
LOWsdks/python/agenta/sdk/evaluations/runtime/processor.py80CODE
LOWsdks/python/agenta/sdk/evaluations/runtime/processor.py142CODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py172CODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py266CODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py388CODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py511CODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py693CODE
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py94CODE
LOWsdks/python/agenta/sdk/evaluations/preview/evaluate.py203CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py84CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py383CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py435CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py491CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py287CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py399CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py444CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py93CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py160CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py226CODE
LOWsdks/python/agenta/sdk/decorators/tracing.py189CODE
LOWsdks/python/agenta/sdk/decorators/routing.py197CODE
LOWsdks/python/agenta/sdk/decorators/routing.py393CODE
LOWsdks/python/agenta/sdk/managers/testsets.py80CODE
LOWsdks/python/agenta/sdk/middlewares/running/vault.py131CODE
LOWsdks/python/agenta/sdk/middlewares/running/vault.py287CODE
LOWsdks/python/agenta/sdk/middlewares/running/vault.py427CODE
LOWsdks/python/agenta/sdk/middlewares/running/resolver.py221CODE
LOW…ks/python/agenta/sdk/middlewares/running/normalizer.py63CODE
LOW…ks/python/agenta/sdk/middlewares/running/normalizer.py286CODE
LOWsdks/python/agenta/sdk/middlewares/routing/auth.py108CODE
LOWsdks/python/agenta/sdk/agents/dtos.py680CODE
LOWsdks/python/agenta/sdk/agents/capabilities.py310CODE
LOWsdks/python/agenta/sdk/agents/streaming.py64CODE
LOWsdks/python/agenta/sdk/agents/fold.py37CODE
LOWsdks/python/agenta/sdk/agents/tools/resolver.py257CODE
LOWsdks/python/agenta/sdk/agents/platform/secrets.py32CODE
LOWsdks/python/agenta/sdk/agents/utils/ts_runner.py375CODE
LOW…s/python/agenta/sdk/agents/adapters/claude_settings.py108CODE
LOW…s/python/agenta/sdk/agents/adapters/claude_settings.py198CODE
LOWsdks/python/agenta/sdk/agents/adapters/vercel/stream.py163CODE
LOWsdks/python/agenta/sdk/agents/adapters/vercel/stream.py476CODE
LOWsdks/python/agenta/sdk/agents/adapters/vercel/stream.py749CODE
LOW…s/python/agenta/sdk/agents/adapters/vercel/messages.py174CODE
LOWsdks/python/agenta/sdk/agents/connections/endpoints.py58CODE
LOWsdks/python/agenta/sdk/agents/skills/parsing.py29CODE
LOWsdks/python/agenta/sdk/models/workflows.py160CODE
LOWsdks/python/agenta/sdk/models/workflows.py201CODE
LOWsdks/python/agenta/sdk/engines/running/handlers.py183CODE
LOWsdks/python/agenta/sdk/engines/running/handlers.py1469CODE
LOWsdks/python/agenta/sdk/engines/running/handlers.py1801CODE
LOWsdks/python/agenta/sdk/engines/running/handlers.py2389CODE
LOWsdks/python/agenta/sdk/engines/running/handlers.py2521CODE
LOWsdks/python/agenta/sdk/engines/running/handlers.py2569CODE
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Docstring Block Structure61 hits · 305 pts
SeverityFileLineSnippetContext
HIGHclients/python/agenta_client/organizations/client.py600 Assigns a role to a user in an organization. Args: organization_id (str): The ID oSTRING
HIGHclients/python/agenta_client/organizations/client.py1571 Assigns a role to a user in an organization. Args: organization_id (str): The ID oSTRING
HIGH…ients/python/agenta_client/organizations/raw_client.py845 Assigns a role to a user in an organization. Args: organization_id (str): The ID oSTRING
HIGH…ients/python/agenta_client/organizations/raw_client.py2022 Assigns a role to a user in an organization. Args: organization_id (str): The ID oSTRING
HIGHclients/python/agenta_client/keys/client.py91 Delete an API key with the given key prefix for the authenticated user. Args: key_STRING
HIGHclients/python/agenta_client/keys/client.py225 Delete an API key with the given key prefix for the authenticated user. Args: key_STRING
HIGHclients/python/agenta_client/keys/raw_client.py98 Delete an API key with the given key prefix for the authenticated user. Args: key_STRING
HIGHclients/python/agenta_client/keys/raw_client.py229 Delete an API key with the given key prefix for the authenticated user. Args: key_STRING
HIGHsdks/python/agenta/__init__.py119 Build a URL to view the current trace in the Agenta UI. Automatically extracts the trace ID from the current tSTRING
HIGHsdks/python/agenta/sdk/managers/config.py24 Retrieves the configuration from the route context and returns a config object. This method checks theSTRING
HIGHsdks/python/agenta/sdk/managers/config.py161 Loads configuration from a YAML file and returns a config object. Args: filename (str): ThSTRING
HIGHsdks/python/agenta/sdk/managers/config.py192 Loads configuration from a JSON file and returns a config object. Args: filename (str): ThSTRING
HIGHsdks/python/agenta/sdk/middlewares/running/resolver.py172Retrieve and validate a workflow handler by its URI. Looks up a registered handler function using the provided URI.STRING
HIGHsdks/python/agenta/sdk/middlewares/running/resolver.py519 Resolve @ag.embed references in parameters by calling the API. This function calls the API resolution endpointSTRING
HIGHsdks/python/agenta/sdk/middlewares/routing/auth.py114 Shared credential verification logic. Args: request: The HTTP request host: The agenta host URSTRING
HIGHsdks/python/agenta/sdk/utils/templating.py321Render a template string against a context using the given substitution mode. Args: template: The raw templSTRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py337 Regex test evaluator for checking if output matches a regex pattern. Args: inputs: Testcase data STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py394 Field match test evaluator for extracting and comparing a specific field from JSON output. Args: inputSTRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py480 Multi-field JSON match evaluator for comparing multiple fields between expected and actual JSON. Each configurSTRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py593 Webhook test evaluator for sending output to an external service for evaluation. Args: inputs: TestcasSTRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py710 Custom code execution evaluator for running arbitrary code to evaluate outputs. Supports three interface versiSTRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py849 AI critique evaluator for using an LLM to evaluate outputs. Args: inputs: Testcase data with ground trSTRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1083 Starts with evaluator for checking if output starts with a specific prefix. Args: inputs: Testcase datSTRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1131 Ends with evaluator for checking if output ends with a specific suffix. Args: inputs: Testcase data STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1179 Contains evaluator for checking if output contains a specific substring. Args: inputs: Testcase data STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1227 Contains any evaluator for checking if output contains any of the specified substrings. Args: inputs: STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1284 Contains all evaluator for checking if output contains all of the specified substrings. Args: inputs: STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1340 Contains JSON evaluator for checking if output contains valid JSON content. Args: inputs: Testcase datSTRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1383 JSON diff evaluator for finding differences between JSON structures. Args: inputs: Testcase data with STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1474 Levenshtein distance evaluator using pure Python implementation. Measures edit distance and returns normalized STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1577 Similarity match evaluator for measuring string similarity between output and reference. Args: inputs:STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py1666 Semantic similarity evaluator for measuring semantic similarity between output and reference using embeddings. STRING
HIGHsdks/python/agenta/sdk/engines/running/handlers.py3071 Deterministic mock workflow (agenta:custom:mock:v0). Selects a predefined behavior by name — no LLM, no code sSTRING
HIGHsdks/python/agenta/sdk/engines/running/utils.py413Register (or REPLACE) a handler function in the global handler registry. Stores a callable in the HANDLER_REGISTRY STRING
HIGHsdks/python/agenta/sdk/engines/tracing/tracing.py354 Build a URL to view a trace in the Agenta UI. Automatically extracts the trace ID from the current traSTRING
HIGH…/custom_workflows/ai-code-reviewer/ai-code-reviewer.py34 Fetch the diff for a GitHub Pull Request given its URL. Args: pr_url (str): Full GitHub PR URL (e.g., STRING
HIGHapi/oss/tests/pytest/utils/polling.py17 Poll until a condition is met using exponential backoff. Args: check_fn: Function that returns (conditSTRING
HIGHapi/oss/tests/pytest/utils/polling.py67 Fetch from API with exponential backoff until conditions are met. This is a generalized polling function that STRING
HIGHapi/oss/src/routers/api_key_router.py110 Delete an API key with the given key prefix for the authenticated user. Args: key_prefix (str): The prSTRING
HIGHapi/oss/src/routers/organization_router.py156 Assigns a role to a user in an organization. Args: organization_id (str): The ID of the organization. STRING
HIGH…s/src/apis/fastapi/otlp/extractors/adapter_registry.py63Extract all features from the canonical attribute. Args: attributes: The canonical attributes STRING
HIGHapi/oss/src/core/access/permissions/service.py122 Check if a user has access to a specific workspace and the workspace organization. Args: user_org_workSTRING
HIGHapi/oss/src/core/auth/types.py56 Check if an identity matches an allowed pattern. Args: identity: Authentication method (e.STRING
HIGHapi/oss/src/core/auth/middleware.py26 Check if user's identities satisfy the organization's allowed_methods policy. Supports wildcards defined in MeSTRING
HIGHapi/oss/src/core/workflows/service.py3421 Fetch and resolve a workflow revision with embedded references. Resolves embedded workflow and environSTRING
HIGHapi/oss/src/core/embeds/utils.py526 Resolve embedded references in a configuration. This is a pure orchestration function that: 1. Finds embedSTRING
HIGHapi/oss/src/core/embeds/utils.py1369 Extract value at JSON path using dot notation. Example: "params.prompt.messages.0.content" Args: STRING
HIGHapi/oss/src/middlewares/auth.py302 Middleware function for authentication. This function checks for an API key in the request headers, validates STRING
HIGHapi/oss/src/utils/emailing.py235 Add a contact to the Loops audience, with retry and exponential backoff. No-op (returns None) when Loops is diSTRING
HIGHapi/oss/src/utils/emailing.py283 Remove a contact from the Loops audience, with retry and exponential backoff. No-op (returns None) when Loops STRING
HIGHapi/oss/src/utils/throttling.py195 Execute a Redis Lua script operation with automatic NOSCRIPT retry. Args: operation: Async callable thSTRING
HIGHapi/oss/src/utils/throttling.py324 Convert key to string representation. Args: key: Bucket key - str or dict Returns: StringSTRING
HIGHapi/oss/src/utils/throttling.py350 Build Redis key from str or dict by prepending 'throttle:' prefix. Args: key: Bucket key - str or dictSTRING
HIGHapi/oss/src/utils/throttling.py443 Layer 2: Check rate limit and consume one token. Args: key: Bucket key - str or dict str: STRING
HIGHapi/oss/src/utils/traces.py14 Modify the values of the mapping dictionary to remove 'trace.' prefix if it exists. Args: mapping_dictSTRING
HIGHapi/oss/src/services/db_manager.py1237 Retrieves a user from a database based on their ID. Args: user_id (str): The ID of the user to retrievSTRING
HIGHapi/oss/src/services/db_manager.py1281 Retrieves a user from the database based on their email address. Args: email (str): The email address STRING
HIGHapi/oss/src/services/db_manager.py1316 Create an organization invitation to a user. Args: project_id (str): The ID of the project. toSTRING
HIGHapi/oss/src/services/organization_service.py379 Accept an invitation to a workspace. Args: token (str): The invitation token. organization_id STRING
HIGHapi/oss/src/services/api_key_service.py144 Validates and checks the rate limit of an API key. Args: key (str): The API key to be used and validatSTRING
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Structural Annotation Overuse142 hits · 238 pts
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LOWclients/scripts/generate.sh446 # Step 1: Replace the recursive type alias definitions with Any.COMMENT
LOWclients/scripts/generate.sh464 # Step 2: Replace every forward-reference string and Optional wrapper for theseCOMMENT
LOW⚡…ests/legacy/new_tests/workflows/observability/tests.py62 # Step 1: Exclude lifecycle attribute from response(s)COMMENT
LOW⚡…ests/legacy/new_tests/workflows/observability/tests.py66 # Step 2: Compare structures with Jest-like matcherCOMMENT
LOWweb/_reference/agenta-sdk/src/workflows.ts214 // Step 1: Create the workflowCOMMENT
LOWweb/_reference/agenta-sdk/src/workflows.ts231 // Step 2: Create a default variantCOMMENT
LOW…e/agenta-sdk/src/optimization/simulate-conversation.ts227 // Step 1: Get the simulated user's messageCOMMENT
LOW⚡…e/agenta-sdk/src/optimization/simulate-conversation.ts242 // Step 2: Get the agent's response by invoking the candidate promptCOMMENT
LOW⚡…e/agenta-sdk/src/optimization/simulate-conversation.ts252 // Step 3: Judge the conversationCOMMENT
LOW…ce/agenta-sdk/src/auto-agenta/03-orchestration-loop.md30### Step 1: Prompt AnalysisCOMMENT
LOW⚡…ce/agenta-sdk/src/auto-agenta/03-orchestration-loop.md46### Step 2: Test Set GenerationCOMMENT
LOW⚡…ce/agenta-sdk/src/auto-agenta/03-orchestration-loop.md53### Step 3: Evaluator SetupCOMMENT
LOW⚡…ce/agenta-sdk/src/auto-agenta/03-orchestration-loop.md60### Step 4: Baseline EvaluationCOMMENT
LOW⚡…ce/agenta-sdk/src/auto-agenta/03-orchestration-loop.md65### Step 5: Variant GenerationCOMMENT
LOW⚡…ce/agenta-sdk/src/auto-agenta/03-orchestration-loop.md84### Step 6: Comparative EvaluationCOMMENT
LOW⚡…ce/agenta-sdk/src/auto-agenta/03-orchestration-loop.md89### Step 7: DecisionCOMMENT
LOW⚡…ce/agenta-sdk/src/auto-agenta/03-orchestration-loop.md96### Step 8: Deploy + MonitorCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts273 // Step 3: The evaluator-flavored page has a "Select app" picker in the headerCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts279 // Step 4: Open the picker and select a completion-type app.COMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts357 // Step 6: Fill testcase fields. For the standard country-capitals completionCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts363 // Step 7: Click RunCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts369 // Step 8: Verify the evaluator result card appearsCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts392 // Step 1: Navigate to the evaluators pageCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts395 // Step 2: Switch to the Human Evaluators tabCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts398 // Step 3: Open the create drawer, fill in the form, and submitCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts401 // Step 4: Verify the success message (already checked inside the helper,COMMENT
LOWweb/oss/tests/playwright/acceptance/evaluators/index.ts228 // Step 1: Navigate and create a fresh Exact Match evaluatorCOMMENT
LOWweb/oss/tests/playwright/acceptance/evaluators/index.ts260 // Step 2: Post-commit navigates to `/apps/<id>/playground` — theCOMMENT
LOWweb/oss/tests/playwright/acceptance/evaluators/index.ts345 // Step 5: Verify completion-app UI (Testcase Data section) appears.COMMENT
LOWweb/oss/tests/playwright/acceptance/evaluators/index.ts413 // Step 5: Verify the new evaluator appears in the Human tab table.COMMENT
LOWweb/packages/agenta-entities/src/mcpEndpoint/api/api.ts113// Step 2: begin — `scopes` present (possibly empty) returns the redirect.COMMENT
LOWweb/packages/agenta-entities/src/annotation/api/api.ts249 // Step 1: Find annotation spans that link to the invocation trace_id.COMMENT
LOWweb/packages/agenta-entities/src/annotation/api/api.ts283 // Step 2: Extract annotation trace_ids and fetch full annotation dataCOMMENT
LOWweb/packages/agenta-entities/src/workflow/api/api.ts832 // Step 1: Create the workflowCOMMENT
LOWweb/packages/agenta-entities/src/workflow/api/api.ts859 // Step 2: Create a default variant (revisions require a variant_id)COMMENT
LOWweb/packages/agenta-entities/src/workflow/api/api.ts885 // Step 3: Commit seed revision (v0) — tables dismiss v0, so theCOMMENT
LOWweb/packages/agenta-entities/src/workflow/api/api.ts907 // Step 4: Commit actual data revision (v1) with full parametersCOMMENT
LOW…agenta-entities/src/workflow/api/createFromTemplate.ts166 // Step 1: Resolve template from catalog (unless custom URL)COMMENT
LOW…agenta-entities/src/workflow/api/createFromTemplate.ts199 // Step 2: Create workflow with template dataCOMMENT
LOW⚡…tests/integration/testsetWriteback.integration.test.ts229 // Step 1: annotate the first scenario, save immediately.COMMENT
LOW⚡…tests/integration/testsetWriteback.integration.test.ts233 // Step 2: finish the rest, save everything.COMMENT
LOW⚡…tests/integration/testsetWriteback.integration.test.ts239 // Step 4: archive the head revision, then save again.COMMENT
LOW⚡…n/src/state/controllers/annotationSessionController.ts1933 // Step 1: Refetch scenario steps FIRST (awaited).COMMENT
LOW…n/src/state/controllers/annotationSessionController.ts1964 // Step 2: Refetch annotation queries (awaited).COMMENT
LOW…n/src/state/controllers/annotationSessionController.ts2051 // Step 3: Trigger metrics refresh then refetch (fire-and-forget, independent)COMMENT
LOW…ity-ui/src/gatewayTool/drawers/ToolExecutionDrawer.tsx206// Step 1: Action Picker (infinite scroll)COMMENT
LOW…ity-ui/src/gatewayTool/drawers/ToolExecutionDrawer.tsx324// Step 2: Action Detail (inputs + execute + outputs)COMMENT
LOW⚡.agents/skills/create-changelog-announcement/SKILL.md185### Step 1: Gather InformationCOMMENT
LOW⚡.agents/skills/create-changelog-announcement/SKILL.md194### Step 2: Search for Related DocumentationCOMMENT
LOW⚡.agents/skills/create-changelog-announcement/SKILL.md200### Step 3: Create Detailed EntryCOMMENT
LOW.agents/skills/create-changelog-announcement/SKILL.md257### Step 4: Write the Summary and Place the Truncate MarkerCOMMENT
LOW.agents/skills/create-changelog-announcement/SKILL.md272### Step 5: Add Sidebar AnnouncementCOMMENT
LOW.agents/skills/create-changelog-announcement/SKILL.md287### Step 6: Update RoadmapCOMMENT
LOW.agents/skills/create-changelog-announcement/SKILL.md311### Step 7: Check GitHub DiscussionCOMMENT
LOW.agents/skills/create-changelog-announcement/SKILL.md319### Step 8: Create Social Media AnnouncementsCOMMENT
LOW.agents/skills/create-changelog-announcement/SKILL.md334### Step 9: Build and VerifyCOMMENT
LOW.agents/skills/add-announcement/SKILL.md73### Step 1: Read the current changelog.jsonCOMMENT
LOW.agents/skills/add-announcement/SKILL.md79### Step 2: Add your entryCOMMENT
LOW.agents/skills/add-announcement/SKILL.md99### Step 3: Verify the formatCOMMENT
LOW.agents/skills/add-announcement/SKILL.md104### Step 4: Test locallyCOMMENT
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Modern AI Meta-Vocabulary65 hits · 194 pts
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MEDIUMsdks/python/agenta/sdk/utils/assets.py192 # the user a 404. `grok-4.20-multi-agent-0309` is served but is a responses-only model, andCOMMENT
MEDIUM…vability_sdk/integrations/llama_index/01_simple_RAG.py28 # Configure embedding modelCOMMENT
MEDIUM…/agenta-sdk/src/auto-agenta/07-agenta-agent-answers.md205## Answers to 03-orchestration-loop.mdCOMMENT
MEDIUM…a-sdk/src/auto-agenta/19-sdk-ui-components-proposal.md45└── auto-agenta/ # orchestration (existing)CODE
MEDIUMweb/packages/agenta-playground/README.md305│ ├── useChainExecution.ts # Execution orchestrationCODE
MEDIUM…ckages/agenta-chat/src/hooks/useComposerAttachments.ts82 // Files turned away by the guardrails (too big, wrong type, over the count), shown inline.COMMENT
MEDIUM…ckages/agenta-chat/src/hooks/useComposerAttachments.ts280 // guardrails would reject as "not a supported file type", which is misleading. Name it.COMMENT
MEDIUM.agents/skills/implement-feature/SKILL.md45## Keep the orchestration console current (when the effort has one)COMMENT
MEDIUM…s/skills/agent-release-gate/resources/qa_matrix_lib.py848# Frame types that carry no content: the stream scaffolding, the model's private reasoning, andCOMMENT
MEDIUM…ents/skills/agent-release-gate/resources/qa_product.py1113 # a denied model will happily hallucinate the output it never received. Require theCOMMENT
MEDIUM⚡…skills/agent-release-gate/resources/session_control.py1010# are agentic CLIs behind an ACP bridge and routinely take longer per turn under load, so theirCOMMENT
MEDIUM…ws/projects/agent-plugin-templates/review-responses.md25| [Comment 4057711673](https://github.com/Agenta-AI/agenta/pull/6944#discussion_r4057711673) | Subagents out of first veCODE
MEDIUM…ojects/agent-plugin-templates/future-example/README.md1# Future multi-agent exampleCOMMENT
MEDIUM…-workflows/projects/provider-model-auth/build-notes.md70## 2026-06-24 — PR structure follows the multi-agent coordination protocolCOMMENT
MEDIUM…n/agent-workflows/projects/provider-model-auth/plan.md16## Scope guardrailsCOMMENT
MEDIUM…/sandbox-agent-refactor/sandbox-agent-refactor-plan.md103 index.ts # main orchestration, or re-exported by ../sandbox_agent.tsCODE
MEDIUM…sign/agent-workflows/scratch/flows-and-capabilities.md39## Flow 2 — Triggered agent (event-driven)COMMENT
MEDIUM…sign/agenta-mobile/plans/2026-07-26-wp5-device-gate.md786// Placeholder route shell: proves the scaffold end to end (basePath, TailwindCOMMENT
MEDIUM…genta-mobile/plans/2026-07-12-wp1-mobile-foundation.md322## Phase 2 — `web/mobile` app scaffold and workspace wiringCOMMENT
MEDIUM…genta-mobile/plans/2026-07-12-wp1-mobile-foundation.md596 // Placeholder route shell: proves the scaffold end to end (basePath, TailwindCOMMENT
MEDIUM…genta-mobile/plans/2026-07-12-wp1-mobile-foundation.md630### Task 2.9 — Commit the scaffoldCOMMENT
MEDIUM…/playground-open-from-trace/retrieve-endpoint-audit.md200### PR 1: Backend — guardrails only, no behavior changeCOMMENT
MEDIUMdocs/design/playground-open-from-trace/followups.md4original bug, the data model, and PR #4418's guardrails. PR #4422 extended thoseCODE
MEDIUMdocs/design/agenta-sessions-consolidation/plan.md202### Verdict: **no new package.** Extend `@agenta/entities/session`, and put conversation-level orchestration in `@agentaCOMMENT
MEDIUM…s/design/gateways-research/v1/workstreams/specs-wp9.md230### `relay` — the six-step orchestration (§8, D7 applied to MCP)COMMENT
MEDIUM…s/design/gateways-research/v1/workstreams/tasks-wp9.md91## service.py — relay orchestrationCOMMENT
MEDIUM…cs/design/channels-research/v1/raw/gpt56-brainstorm.md744### Progress is not chain-of-thoughtCOMMENT
MEDIUM…/design/channels-research/v1/raw/enterprise-posture.md47- **Scoping: request the minimum OAuth scopes.** Slack's own guidance for both marketplace review and agentic apps is toCODE
MEDIUM…s/design/channels-research/v2/workstreams/tasks-wp0.md27## Consumer scaffoldCOMMENT
MEDIUM…s/design/channels-research/v2/workstreams/tasks-wp3.md7## Route scaffoldCOMMENT
MEDIUM…llets-research/v1/prior-work/gateway-spike/findings.md51Sources: [Guardrails overview](https://openrouter.ai/docs/guides/features/guardrails),CODE
MEDIUM…llets-research/v1/prior-work/gateway-spike/findings.md52[Guardrails announcement](https://openrouter.ai/blog/announcements/guardrails/),CODE
MEDIUM…llets-research/v1/prior-work/activation-credits/rfc.md94## Cost and guardrails, condensedCOMMENT
MEDIUMdocs/designs/access-controls-refactor-plan.md90### `core/access/controls.py` (shared orchestration)COMMENT
MEDIUMdocs/designs/gateway-tools/specs.md1042├── service.py # Business orchestrationCODE
MEDIUMdocs/designs/runnables/runnables-subsystem-layer.md124## 4. API runnable orchestration subsystemCOMMENT
MEDIUMdocs/designs/runnables/runnables-component-layer.md95## 4. API workflow orchestration componentsCOMMENT
MEDIUMdocs/designs/sessions/interactions/extend/tasks.md100## Notes / guardrailsCOMMENT
MEDIUMdocs/designs/sessions/mounts/extend/tasks.md180## Notes / guardrailsCOMMENT
MEDIUMdocs/designs/workers-sprawl/tasks.md148## Package 2 (follow-up) — the rest of the orchestration surfaceCOMMENT
MEDIUMexamples/python/RAG_QA_chatbot/README.md1# RAG QA ChatbotCOMMENT
MEDIUMexamples/python/RAG_QA_chatbot/README.md123│ └── rag.py # RAG pipeline (retrieve + generate)CODE
MEDIUMexamples/python/RAG_QA_chatbot/test_rag.py47 # Then test full RAGCOMMENT
MEDIUMexamples/python/RAG_QA_chatbot/ingest/__init__.py1# Ingestion module for RAG chatbotCOMMENT
MEDIUMexamples/python/RAG_QA_chatbot/backend/config.py22 # RAG settingsCOMMENT
MEDIUMexamples/python/RAG_QA_chatbot/backend/agent_loop.py43# Cap the agentic loop so a misbehaving model can't spin forever.COMMENT
MEDIUMexamples/python/RAG_QA_chatbot/backend/__init__.py1# Backend module for RAG chatbotCOMMENT
MEDIUMexamples/python/custom_workflows/rag-docs-qa/README.md1# RAG Q&A Documentation SystemCOMMENT
MEDIUM⚡…i/ee/tests/pytest/unit/wallets/test_wallets_service.py324# The fake DAO's own guardrails.COMMENT
MEDIUMapi/oss/tests/pytest/unit/tracing/utils/test_trees.py203 # A RAG task returns its untraced completion's usage; its traced embedding is extra.COMMENT
MEDIUM⚡api/oss/tests/pytest/unit/tools/test_discovery.py332# Service orchestration: connection-state derivation + the D6 cache splitCOMMENT
MEDIUM…ests/pytest/unit/gateways/test_gateways_mcp_service.py554# --- relay: the six-step orchestration ------------------------------------------------- #COMMENT
MEDIUM⚡…oss/tests/pytest/unit/channels/test_channels_router.py413# does not orchestrate the two-step itself.COMMENT
MEDIUM…s/tests/manual/tracing/ingestion/openinference_dspy.py29# Use case 2: Retrieval-Augmented Generation (RAG) with Wikipedia searchCOMMENT
MEDIUM…s/tests/manual/tracing/ingestion/openinference_dspy.py100 # Use case 2: RAG with WikipediaCOMMENT
MEDIUM…sts/manual/tracing/ingestion/openllmetry_llamaindex.py28 # Configure embedding modelCOMMENT
MEDIUM⚡api/oss/src/core/tools/dtos.py368# ``core/tools/platform_handlers.py`` for the orchestration and the registry).COMMENT
MEDIUMapi/oss/src/core/evaluations/tasks/run.py302 # --- entry point 1: run_from_source — orchestrate a run by topology -----COMMENT
MEDIUMapi/oss/src/core/accounts/service.py1190 # Also scaffold default org / workspace / projectCOMMENT
MEDIUMapi/oss/src/resources/evaluators/evaluators.py57 "content": "You are an expert evaluator grading model outputs for hallucinations. Your task CODE
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AI Structural Patterns233 hits · 176 pts
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LOWclients/python/agenta_client/traces/client.py399CODE
LOWclients/python/agenta_client/traces/client.py1206CODE
LOWclients/python/agenta_client/traces/raw_client.py541CODE
LOWclients/python/agenta_client/traces/raw_client.py1563CODE
LOWclients/python/agenta_client/core/http_client.py256CODE
LOWclients/python/agenta_client/core/http_client.py359CODE
LOWclients/python/agenta_client/core/http_client.py473CODE
LOWclients/python/agenta_client/core/http_client.py579CODE
LOWclients/python/agenta_client/core/pydantic_utilities.py133CODE
LOWclients/python/agenta_client/mounts/client.py427CODE
LOWclients/python/agenta_client/mounts/client.py1041CODE
LOWclients/python/agenta_client/mounts/raw_client.py634CODE
LOWclients/python/agenta_client/mounts/raw_client.py1383CODE
LOWclients/python/agenta_client/environments/client.py200CODE
LOWclients/python/agenta_client/environments/client.py395CODE
LOWclients/python/agenta_client/environments/client.py675CODE
LOWclients/python/agenta_client/environments/client.py803CODE
LOWclients/python/agenta_client/environments/client.py1281CODE
LOWclients/python/agenta_client/environments/client.py1524CODE
LOWclients/python/agenta_client/environments/client.py1868CODE
LOWclients/python/agenta_client/environments/client.py2020CODE
LOWclients/python/agenta_client/environments/raw_client.py272CODE
LOWclients/python/agenta_client/environments/raw_client.py556CODE
LOWclients/python/agenta_client/environments/raw_client.py969CODE
LOWclients/python/agenta_client/environments/raw_client.py1151CODE
LOWclients/python/agenta_client/environments/raw_client.py1803CODE
LOWclients/python/agenta_client/environments/raw_client.py2087CODE
LOWclients/python/agenta_client/environments/raw_client.py2500CODE
LOWclients/python/agenta_client/environments/raw_client.py2682CODE
LOWclients/python/agenta_client/queries/client.py197CODE
LOWclients/python/agenta_client/queries/client.py1120CODE
LOWclients/python/agenta_client/queries/raw_client.py269CODE
LOWclients/python/agenta_client/queries/raw_client.py1612CODE
LOWclients/python/agenta_client/workflows/client.py532CODE
LOWclients/python/agenta_client/workflows/client.py773CODE
LOWclients/python/agenta_client/workflows/client.py879CODE
LOWclients/python/agenta_client/workflows/client.py927CODE
LOWclients/python/agenta_client/workflows/client.py1120CODE
LOWclients/python/agenta_client/workflows/client.py1256CODE
LOWclients/python/agenta_client/workflows/client.py2078CODE
LOWclients/python/agenta_client/workflows/client.py2367CODE
LOWclients/python/agenta_client/workflows/client.py2489CODE
LOWclients/python/agenta_client/workflows/client.py2545CODE
LOWclients/python/agenta_client/workflows/client.py2786CODE
LOWclients/python/agenta_client/workflows/client.py2946CODE
LOWclients/python/agenta_client/workflows/raw_client.py691CODE
LOWclients/python/agenta_client/workflows/raw_client.py1021CODE
LOWclients/python/agenta_client/workflows/raw_client.py1163CODE
LOWclients/python/agenta_client/workflows/raw_client.py1239CODE
LOWclients/python/agenta_client/workflows/raw_client.py1533CODE
LOWclients/python/agenta_client/workflows/raw_client.py1725CODE
LOWclients/python/agenta_client/workflows/raw_client.py2720CODE
LOWclients/python/agenta_client/workflows/raw_client.py3050CODE
LOWclients/python/agenta_client/workflows/raw_client.py3192CODE
LOWclients/python/agenta_client/workflows/raw_client.py3268CODE
LOWclients/python/agenta_client/workflows/raw_client.py3562CODE
LOWclients/python/agenta_client/workflows/raw_client.py3754CODE
LOWclients/python/agenta_client/legacy/client.py30CODE
LOWclients/python/agenta_client/legacy/client.py95CODE
LOWclients/python/agenta_client/legacy/raw_client.py24CODE
173 more matches not shown…
Cross-Language Confusion (JS/TS)19 hits · 105 pts
SeverityFileLineSnippetContext
HIGH…ss/src/code_snippets/endpoints/fetch_variant/python.ts21print("Fetched configuration:")CODE
HIGH…ss/src/code_snippets/endpoints/fetch_variant/python.ts22print(config)CODE
HIGH…s/src/code_snippets/endpoints/invoke_llm_app/python.ts19print(json.dumps(data, indent=4))CODE
HIGH…oss/src/code_snippets/endpoints/fetch_config/python.ts15print(config)CODE
HIGH⚡…/src/code_snippets/testsets/create_with_json/python.ts26print(response.status_code)CODE
HIGH⚡…/src/code_snippets/testsets/create_with_json/python.ts27print(response.json())CODE
HIGH⚡…rc/code_snippets/testsets/create_with_upload/python.ts20print(response.status_code)CODE
HIGH⚡…rc/code_snippets/testsets/create_with_upload/python.ts21print(response.json())CODE
HIGH…/modals/SetupTracingModal/assets/generateCodeBlocks.ts31print(response.choices[0].message.content)`,CODE
HIGH…/modals/SetupTracingModal/assets/generateCodeBlocks.ts57 print(response["choices"][0]["message"]["content"])CODE
HIGH…/modals/SetupTracingModal/assets/generateCodeBlocks.ts85print(response.content)`,CODE
HIGH…/modals/SetupTracingModal/assets/generateCodeBlocks.ts114print(response["choices"][0]["message"]["content"])`,CODE
HIGH…/modals/SetupTracingModal/assets/generateCodeBlocks.ts205 print("Analysis Result:", result)CODE
HIGH…/modals/SetupTracingModal/assets/generateCodeBlocks.ts255 print(f"Answer: {result}")CODE
HIGH…nents/pages/evaluations/SetupEvaluationModal/index.tsx72 print(f"Evaluation complete!")CODE
HIGH…ages/agenta-settings-ui/src/publish/snippets/python.ts28 print(json.loads(line[len("data:"):]))CODE
HIGH…ages/agenta-settings-ui/src/publish/snippets/python.ts35print(json.dumps(response.json(), indent=4))CODE
HIGH…/runner/src/engines/inprocess/sandbox/sandbox-files.ts35 print(json.dumps(kw)); sys.exit(0)CODE
HIGH…runner/src/engines/sandbox_agent/turn-start-refresh.ts33print(failed)CODE
Verbosity Indicators55 hits · 96 pts
SeverityFileLineSnippetContext
LOWclients/scripts/generate.sh446 # Step 1: Replace the recursive type alias definitions with Any.COMMENT
LOWclients/scripts/generate.sh464 # Step 2: Replace every forward-reference string and Optional wrapper for theseCOMMENT
LOW⚡…ests/legacy/new_tests/workflows/observability/tests.py62 # Step 1: Exclude lifecycle attribute from response(s)COMMENT
LOW⚡…ests/legacy/new_tests/workflows/observability/tests.py66 # Step 2: Compare structures with Jest-like matcherCOMMENT
LOWweb/_reference/agenta-sdk/src/workflows.ts214 // Step 1: Create the workflowCOMMENT
LOWweb/_reference/agenta-sdk/src/workflows.ts231 // Step 2: Create a default variantCOMMENT
LOW…e/agenta-sdk/src/optimization/simulate-conversation.ts227 // Step 1: Get the simulated user's messageCOMMENT
LOW⚡…e/agenta-sdk/src/optimization/simulate-conversation.ts242 // Step 2: Get the agent's response by invoking the candidate promptCOMMENT
LOW⚡…e/agenta-sdk/src/optimization/simulate-conversation.ts252 // Step 3: Judge the conversationCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts273 // Step 3: The evaluator-flavored page has a "Select app" picker in the headerCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts279 // Step 4: Open the picker and select a completion-type app.COMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts357 // Step 6: Fill testcase fields. For the standard country-capitals completionCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts363 // Step 7: Click RunCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts369 // Step 8: Verify the evaluator result card appearsCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts392 // Step 1: Navigate to the evaluators pageCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts395 // Step 2: Switch to the Human Evaluators tabCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts398 // Step 3: Open the create drawer, fill in the form, and submitCOMMENT
LOW⚡web/oss/tests/playwright/acceptance/evaluators/index.ts401 // Step 4: Verify the success message (already checked inside the helper,COMMENT
LOWweb/oss/tests/playwright/acceptance/evaluators/index.ts228 // Step 1: Navigate and create a fresh Exact Match evaluatorCOMMENT
LOWweb/oss/tests/playwright/acceptance/evaluators/index.ts260 // Step 2: Post-commit navigates to `/apps/<id>/playground` — theCOMMENT
LOWweb/oss/tests/playwright/acceptance/evaluators/index.ts345 // Step 5: Verify completion-app UI (Testcase Data section) appears.COMMENT
LOWweb/oss/tests/playwright/acceptance/evaluators/index.ts413 // Step 5: Verify the new evaluator appears in the Human tab table.COMMENT
LOWweb/packages/agenta-entities/src/mcpEndpoint/api/api.ts113// Step 2: begin — `scopes` present (possibly empty) returns the redirect.COMMENT
LOWweb/packages/agenta-entities/src/annotation/api/api.ts249 // Step 1: Find annotation spans that link to the invocation trace_id.COMMENT
LOWweb/packages/agenta-entities/src/annotation/api/api.ts283 // Step 2: Extract annotation trace_ids and fetch full annotation dataCOMMENT
LOWweb/packages/agenta-entities/src/workflow/api/api.ts832 // Step 1: Create the workflowCOMMENT
LOWweb/packages/agenta-entities/src/workflow/api/api.ts859 // Step 2: Create a default variant (revisions require a variant_id)COMMENT
LOWweb/packages/agenta-entities/src/workflow/api/api.ts885 // Step 3: Commit seed revision (v0) — tables dismiss v0, so theCOMMENT
LOWweb/packages/agenta-entities/src/workflow/api/api.ts907 // Step 4: Commit actual data revision (v1) with full parametersCOMMENT
LOW…agenta-entities/src/workflow/api/createFromTemplate.ts166 // Step 1: Resolve template from catalog (unless custom URL)COMMENT
LOW…agenta-entities/src/workflow/api/createFromTemplate.ts199 // Step 2: Create workflow with template dataCOMMENT
LOW⚡…tests/integration/testsetWriteback.integration.test.ts229 // Step 1: annotate the first scenario, save immediately.COMMENT
LOW⚡…tests/integration/testsetWriteback.integration.test.ts233 // Step 2: finish the rest, save everything.COMMENT
LOW⚡…tests/integration/testsetWriteback.integration.test.ts239 // Step 4: archive the head revision, then save again.COMMENT
LOW⚡…n/src/state/controllers/annotationSessionController.ts1933 // Step 1: Refetch scenario steps FIRST (awaited).COMMENT
LOW…n/src/state/controllers/annotationSessionController.ts1964 // Step 2: Refetch annotation queries (awaited).COMMENT
LOW…n/src/state/controllers/annotationSessionController.ts2051 // Step 3: Trigger metrics refresh then refetch (fire-and-forget, independent)COMMENT
LOW…ity-ui/src/gatewayTool/drawers/ToolExecutionDrawer.tsx206// Step 1: Action Picker (infinite scroll)COMMENT
LOW…ity-ui/src/gatewayTool/drawers/ToolExecutionDrawer.tsx324// Step 2: Action Detail (inputs + execute + outputs)COMMENT
LOW⚡…amples/python/custom_workflows/chain_of_prompts/app.py44 # Step 1: SummarizeCOMMENT
LOW⚡…amples/python/custom_workflows/chain_of_prompts/app.py49 # Step 2: Write tweetCOMMENT
LOW⚡api/oss/tests/legacy/workflows/observability/tests.py62 # Step 1: Exclude lifecycle attribute from response(s)COMMENT
LOW⚡api/oss/tests/legacy/workflows/observability/tests.py66 # Step 2: Compare structures with Jest-like matcherCOMMENT
LOWapi/oss/tests/manual/embeds/manual_test_api_simple.py33 # Step 1: Mock a workflow revision with an embedCOMMENT
LOWapi/oss/tests/manual/embeds/manual_test_api_simple.py61 # Step 2: Create resolver that simulates fetching referenced entitiesCOMMENT
LOWapi/oss/tests/manual/embeds/manual_test_api_simple.py80 # Step 3: Resolve embeds (this is what EmbedsService.resolve_configuration does)COMMENT
LOWapi/oss/tests/manual/embeds/manual_test_api_simple.py101 # Step 4: Verify resolution worked correctlyCOMMENT
LOWapi/oss/tests/manual/embeds/manual_test_api_simple.py116 # Step 5: Recreate WorkflowRevisionData with resolved configCOMMENT
LOW…astapi/otlp/extractors/adapters/openllmetry_adapter.py82 # Step 1: Transform OpenLLMmetry attributes to ag.* attributesCOMMENT
LOW⚡…astapi/otlp/extractors/adapters/openllmetry_adapter.py122 # Step 2: Group attributes by prefix and update the SpanFeatures object directlyCOMMENT
LOW…core/gateway/connections/providers/composio/adapter.py185 # Step 1: validate the toolkit exists and get its auth scheme info.COMMENT
LOW…core/gateway/connections/providers/composio/adapter.py207 # Step 2: create an auth config for this integration.COMMENT
LOW…core/gateway/connections/providers/composio/adapter.py283 # Step 3: initiate connected account link.COMMENT
LOWapi/oss/src/resources/evaluators/evaluators.py142 "content": 'You are an expert data labeler evaluating AI-generated responses for answer releCODE
LOWservices/runner/tests/unit/environment-units.test.ts190 // Step 6: materialize now returns a ManagedWorkspace — the writer's handle PLUS theCOMMENT
Self-Referential Comments32 hits · 96 pts
SeverityFileLineSnippetContext
MEDIUMsdks/python/agenta/sdk/decorators/tracing.py105 # Create the span and set the link EAGERLY — before returning theCOMMENT
MEDIUM…s/python/agenta/sdk/agents/adapters/agenta_builtins.py1139# Create a template from this agentCOMMENT
MEDIUMsdks/python/agenta/sdk/engines/running/runners/local.py50 # Define the environment for code executionCOMMENT
MEDIUM…ion/observability/test_instrument_shapes_exhaustive.py359 # Create an unrelated span in the caller's context, BEFORE draining.COMMENT
MEDIUM…pytest/acceptance/workflows/test_embeds_integration.py78 # Create a version-0 stub so the first real commit gets version 1.COMMENT
MEDIUM…ytest/acceptance/workflows/test_apps_shared_manager.py154 # Create an app specifically for deletionCOMMENT
MEDIUM…ytest/acceptance/workflows/test_apps_shared_manager.py249 # Create an app for deletionCOMMENT
MEDIUM…ytest/acceptance/workflows/test_apps_shared_manager.py446 # Create a variant for deletionCOMMENT
MEDIUM…ytest/acceptance/workflows/test_apps_shared_manager.py463 # Create a variant for deletionCOMMENT
MEDIUM⚡…s/pytest/acceptance/integrations/test_vault_secrets.py152 # Create a test secretCOMMENT
MEDIUMexamples/python/annotation-example.py114 # Create an annotation for this invocationCOMMENT
MEDIUM…/manual/evaluations/sdk/test_openai_agent_evaluator.py224 # Define the evaluation prompt template (static, without variables)COMMENT
MEDIUM⚡api/ee/tests/manual/evaluations/sdk/quick_start.py156 # Create a testset from your test dataCOMMENT
MEDIUMapi/oss/tests/pytest/unit/embeds/test_service.py456 # Create a mock service that always returns config with same embedCOMMENT
MEDIUM…ests/pytest/acceptance/mounts/test_mounts_injection.py91 # Create a plain (non-session) mount, then sign it.COMMENT
MEDIUM⚡…ts/pytest/acceptance/triggers/test_triggers_ingress.py235 # Create a connection + subscription so an inbound ti_* resolves locally.COMMENT
MEDIUM⚡…st/acceptance/workflows/test_workflow_embeds_errors.py794 # Create a shared workflow to referenceCOMMENT
MEDIUM…s/pytest/acceptance/sessions/test_archive_unarchive.py25 # Create the merged stream row (this is what /sessions/query lists).COMMENT
MEDIUM…ests/manual/tracing/ingestion/openllmetry_langchain.py23 # Create a chainCOMMENT
MEDIUM…/oss/tests/manual/tracing/ingestion/agenta_loadtest.py68 # Create a list of tasks to run concurrentlyCOMMENT
MEDIUMapi/oss/src/apis/fastapi/otlp/extractors/normalizer.py82 # Create the structured CanonicalAttributesCOMMENT
MEDIUMapi/oss/src/apis/fastapi/testsets/utils.py867 # Create a deep copy to avoid mutating the original inputCOMMENT
MEDIUMapi/oss/src/dbs/postgres/blobs/mappings.py41 # Create the DTO instanceCOMMENT
MEDIUMapi/oss/src/dbs/postgres/git/mappings.py44 # Create the DTO instanceCOMMENT
MEDIUMapi/oss/src/middlewares/analytics.py208 # Create a combined key for event+auth method trackingCOMMENT
MEDIUMapi/oss/src/utils/logging.py146 # Create a single handler for console outputCOMMENT
MEDIUMapi/oss/src/services/organization_service.py279 # Create a new invitation since user hasn't been invitedCOMMENT
MEDIUMapi/oss/src/services/organization_service.py340 # Create a new invitation with the previous roleCOMMENT
MEDIUM⚡api/oss/src/services/api_key_service.py29 # Initialize the APIKeyManager class objectSTRING
MEDIUM⚡api/oss/src/services/api_key_service.py36 # Define the characters to use for the prefixCOMMENT
MEDIUMapi/oss/src/services/api_key_service.py88 # Create an APIKeyDB instance with the prefix, hashed API key, and user_idCOMMENT
MEDIUMapi/oss/src/services/api_key_service.py158 # Initialize the APIKeyManager class objectSTRING
Modern Structural Boilerplate90 hits · 90 pts
SeverityFileLineSnippetContext
LOWclients/python/agenta_client/__init__.py1773__all__ = [CODE
LOWclients/python/agenta_client/traces/__init__.py27__all__ = ["QuerySpansAnalyticsRequestNewest", "QuerySpansAnalyticsRequestOldest"]CODE
LOWclients/python/agenta_client/traces/types/__init__.py28__all__ = ["QuerySpansAnalyticsRequestNewest", "QuerySpansAnalyticsRequestOldest"]CODE
LOWclients/python/agenta_client/tools/__init__.py27__all__ = ["ToolResolveRequestToolsItem", "ToolResolveRequestToolsItem_Builtin", "ToolResolveRequestToolsItem_Gateway"]CODE
LOWclients/python/agenta_client/tools/types/__init__.py27__all__ = ["ToolResolveRequestToolsItem", "ToolResolveRequestToolsItem_Builtin", "ToolResolveRequestToolsItem_Gateway"]CODE
LOWclients/python/agenta_client/types/__init__.py1756__all__ = [CODE
LOWclients/python/agenta_client/core/__init__.py38__all__ = ["ApiError", "AsyncClientWrapper", "AsyncHttpClient", "AsyncHttpResponse", "BaseClientWrapper", "FieldMetadataCODE
LOWclients/python/agenta_client/core/pydantic_utilities.py308def update_forward_refs(model: Type["Model"], **localns: Any) -> None:CODE
LOWclients/python/agenta_client/core/http_sse/__init__.py29__all__ = ["EventSource", "SSEError", "ServerSentEvent", "aconnect_sse", "connect_sse"]CODE
LOWclients/python/agenta_client/mounts/__init__.py27__all__ = ["GetMountFilesRequestOrder"]CODE
LOWclients/python/agenta_client/mounts/types/__init__.py27__all__ = ["GetMountFilesRequestOrder"]CODE
LOWclients/python/agenta_client/environments/__init__.py27__all__ = ["QueryEnvironmentRevisionsRequestOrder", "QueryEnvironmentVariantsRequestOrder", "QueryEnvironmentsRequestOrdCODE
LOW…ts/python/agenta_client/environments/types/__init__.py29__all__ = ["QueryEnvironmentRevisionsRequestOrder", "QueryEnvironmentVariantsRequestOrder", "QueryEnvironmentsRequestOrdCODE
LOWclients/python/agenta_client/queries/__init__.py27__all__ = ["QueryQueriesRequestOrder"]CODE
LOWclients/python/agenta_client/queries/types/__init__.py27__all__ = ["QueryQueriesRequestOrder"]CODE
LOWclients/python/agenta_client/workflows/__init__.py27__all__ = ["QueryWorkflowRevisionsRequestOrder", "QueryWorkflowVariantsRequestOrder", "QueryWorkflowsRequestOrder"]CODE
LOW…ients/python/agenta_client/workflows/types/__init__.py29__all__ = ["QueryWorkflowRevisionsRequestOrder", "QueryWorkflowVariantsRequestOrder", "QueryWorkflowsRequestOrder"]CODE
LOWclients/python/agenta_client/legacy/__init__.py27__all__ = ["FetchLegacyAnalyticsRequestNewest", "FetchLegacyAnalyticsRequestOldest"]CODE
LOWclients/python/agenta_client/legacy/types/__init__.py28__all__ = ["FetchLegacyAnalyticsRequestNewest", "FetchLegacyAnalyticsRequestOldest"]CODE
LOWclients/python/agenta_client/testsets/__init__.py27__all__ = ["CreateSimpleTestsetFromFileRequestFileType", "CreateTestsetRevisionFromFileRequestFileType", "EditSimpleTestCODE
LOWclients/python/agenta_client/testsets/types/__init__.py31__all__ = ["CreateSimpleTestsetFromFileRequestFileType", "CreateTestsetRevisionFromFileRequestFileType", "EditSimpleTestCODE
LOWclients/python/agenta_client/evaluators/__init__.py27__all__ = ["QueryEvaluatorVariantsRequestOrder"]CODE
LOW…ents/python/agenta_client/evaluators/types/__init__.py27__all__ = ["QueryEvaluatorVariantsRequestOrder"]CODE
LOWclients/python/agenta_client/applications/__init__.py27__all__ = ["QueryApplicationVariantsRequestOrder"]CODE
LOW…ts/python/agenta_client/applications/types/__init__.py27__all__ = ["QueryApplicationVariantsRequestOrder"]CODE
LOWclients/python/agenta_client/errors/__init__.py27__all__ = ["UnprocessableEntityError"]CODE
LOWclients/python/agenta_client/webhooks/__init__.py27__all__ = ["WebhookSubscriptionTestRequestSubscription"]CODE
LOWclients/python/agenta_client/webhooks/types/__init__.py27__all__ = ["WebhookSubscriptionTestRequestSubscription"]CODE
LOWsdks/python/agenta/sdk/__init__.py6__all__ = [CODE
LOWsdks/python/agenta/sdk/managers/__init__.py6__all__ = ["ConfigManager", "VariantManager", "DeploymentManager"]CODE
LOWsdks/python/agenta/sdk/agents/__init__.py171__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/errors.py12__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/tools/__init__.py72__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/platform/resolve.py58__all__ = ["resolve_connection", "resolve_mcp", "resolve_secrets", "resolve_tools"]CODE
LOWsdks/python/agenta/sdk/agents/platform/__init__.py36__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/platform/op_catalog.py40__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/utils/__init__.py13__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/mcp/__init__.py28__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/adapters/__init__.py22__all__ = [CODE
LOW…s/python/agenta/sdk/agents/adapters/vercel/__init__.py25__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/connections/__init__.py46__all__ = [CODE
LOWsdks/python/agenta/sdk/agents/skills/__init__.py12__all__ = [CODE
LOW…/python/agenta/sdk/engines/running/runners/__init__.py3__all__ = ["get_runner"]CODE
LOWsdks/python/agenta/sdk/engines/tracing/processors.py276def _set_last_ended(span_ctx) -> None:CODE
LOWsdks/python/agenta/sdk/redaction/__init__.py11__all__ = [CODE
LOWsdks/python/oss/tests/legacy/conftest.py17logger = logging.getLogger(__name__)CODE
LOWsdks/python/oss/tests/legacy/new_tests/conftest.py62logger = logging.getLogger(__name__)CODE
LOW…kit-tools-cleanup/scripts/sweep_platform_op_renames.py98def _set_path(data: Any, keys: tuple[str, ...], value: Any) -> None:CODE
LOW…kit-tools-cleanup/scripts/sweep_platform_op_renames.py143def _set_skill_embed_slug(entry: Any, slug: str) -> None:CODE
LOW⚡examples/python/RAG_QA_chatbot/backend/agent_loop.py566def _set_span_data(key: str, value: Any) -> None:CODE
LOWapi/ee/src/core/starter_credits_bridge/client.py80 async def update_key_models(self, *, key: str, models: list[str]) -> None:CODE
LOW⚡api/oss/tests/pytest/unit/test_mounts_file_ops.py210 def set_mtime(self, bucket: str, key: str, mtime: int) -> None:CODE
LOW…/manual/tracing/ingestion/agenta_streaming_response.py27logger = logging.getLogger(__name__)CODE
LOW⚡api/oss/src/apis/fastapi/auth/models.py10__all__ = [CODE
LOWapi/oss/src/apis/fastapi/accounts/models.py127__all__ = [CODE
LOWapi/oss/src/apis/fastapi/channels/models.py55__all__ = [CODE
LOWapi/oss/src/core/tracing/utils/trees.py692def _set_pricing_status(span: OTelFlatSpan, reason: Optional[str], model) -> None:CODE
LOWapi/oss/src/core/tools/providers/composio/__init__.py5__all__ = [CODE
LOWapi/oss/src/core/evaluations/runtime/types.py25__all__ = [CODE
LOW…i/oss/src/core/triggers/providers/composio/__init__.py5__all__ = [CODE
30 more matches not shown…
Fake / Example Data74 hits · 79 pts
SeverityFileLineSnippetContext
LOWclients/python/agenta_client/types/error_policy.py5ErrorPolicy = typing.Union[typing.Literal["exception", "placeholder", "keep"], typing.Any]CODE
LOW⚡…s/pytest/acceptance/integrations/test_vault_secrets.py159 key="sk-test-fake-key-for-integration-test"CODE
LOW…s/pytest/acceptance/integrations/test_vault_secrets.py205 key="sk-ant-test-fake-key-for-integration-test"CODE
LOW…on/oss/tests/legacy/new_tests/vault_router/conftest.py55 "header": {"name": "OpenAI", "description": "Lorem Ipsum"},CODE
LOW…gacy/new_tests/vault_router/test_vault_secrets_apis.py76 "header": {"name": "OpenAI", "description": "Lorem Ipsum"},CODE
LOW…gacy/new_tests/vault_router/test_vault_secrets_apis.py96 "header": {"name": "OpenAI", "description": "Lorem Ipsum"},CODE
LOWweb/storybook/stories/Select.stories.tsx89 label="placeholder"CODE
LOWweb/storybook/stories/AuthorLabel.stories.tsx54 s={<AuthorLabel author="user@example.com" />}CODE
LOWweb/storybook/stories/AuthorLabel.stories.tsx64 s={<AuthorLabel author="user@example.com" showPrefix={false} />}CODE
LOWweb/storybook/stories/RevisionLabel.stories.tsx59 author="user@example.com"CODE
LOW⚡…book/stories/presentational/InitialsAvatar.stories.tsx58 label='name "Jane Doe" — small'CODE
LOW⚡…book/stories/presentational/InitialsAvatar.stories.tsx60 <AntAvatar shape="square" size="small" style={pair("Jane Doe")}>CODE
LOW⚡…book/stories/presentational/InitialsAvatar.stories.tsx64 s={<InitialsAvatar name="Jane Doe" size="small" />}CODE
LOWweb/storybook/stories/domain/CellRenderers.stories.tsx50 value={"Lorem ipsum dolor sit amet, ".repeat(20)}CODE
LOWweb/storybook/stories/domain/CellRenderers.stories.tsx50 value={"Lorem ipsum dolor sit amet, ".repeat(20)}CODE
LOWweb/storybook/stories/entity-ui/EntityTable.stories.tsx105 args: {controller: testcaseDataController, config: {scopeId: "placeholder"}},CODE
LOWweb/storybook/stories/entity-ui/EntityTable.stories.tsx116 args: {controller: testcaseDataController, config: {scopeId: "placeholder"}},CODE
LOWweb/storybook/stories/entity-ui/EntityTable.stories.tsx127 args: {controller: testcaseDataController, config: {scopeId: "placeholder"}},CODE
LOWweb/storybook/stories/entity-ui/EntityTable.stories.tsx138 args: {controller: testcaseDataController, config: {scopeId: "placeholder"}},CODE
LOW…storybook/stories/entity-ui/ModelNameInput.stories.tsx68 label="placeholder"CODE
LOW…ook/stories/entity-ui/HarnessSelectControl.stories.tsx187 label="placeholder"CODE
LOWweb/website/src/lib/marketplace.test.ts119 templateAuthor("jane", "Jane Doe"),CODE
LOWweb/tests/guides/UTILITIES_AND_FIXTURES_GUIDE.md144 await typeWithDelay('#email', 'user@example.com');CODE
LOWweb/tests/guides/UTILITIES_AND_FIXTURES_GUIDE.md165await uiHelpers.typeWithDelay('#email', 'user@example.com')CODE
LOW…es/agenta-entities/src/shared/user/UserAuthorLabel.tsx18 * <UserAuthorLabel name="John Doe" showAvatar />COMMENT
LOW…/agenta-entities/src/shared/molecule/withEntityMeta.ts251 * // → { id: "user-123", username: "johndoe", name: "John Doe", email: "..." }COMMENT
LOW…packages/agenta-ui/src/agent-icon/catalog.generated.ts133 "placeholder",CODE
LOW…src/components/presentational/revision/AuthorLabel.tsx13 * <AuthorLabel author="user@example.com" />COMMENT
LOW…src/components/presentational/revision/AuthorLabel.tsx14 * <AuthorLabel author="user@example.com" prefix="by" />COMMENT
LOW…y-ui/tests/unit/mcpConnectSheet.states.render.test.tsx229 expect(control("Server URL")?.getAttribute("placeholder")).toBe(CODE
LOW…nifiedEntityPicker/variants/TreeSelectPopupContent.tsx29 | "placeholder"CODE
LOW…b/packages/agenta-auth/tests/unit/emailAddress.test.ts17 "user@example.com",CODE
LOWdocs/design/antd-migration/agenta-ui.json1420 "placeholder": 1,CODE
LOWdocs/design/antd-migration/agenta-ui.json1440 "placeholder": 11,CODE
LOWdocs/design/antd-migration/agenta-ui.json1496 "placeholder": 4,CODE
LOWdocs/design/antd-migration/agenta-ui.json1581 "placeholder": 1,CODE
LOWdocs/design/annotation-queue-v2/competitive-analysis.md178 "assigner_name": "John Doe",CODE
LOWdocs/designs/advanced-auth/auth.flows.specs.md55 "email": "user@example.com"CODE
LOWdocs/designs/embeds/EMBEDS_IMPLEMENTATION_SUMMARY.md67request.embed_error_policy = "exception" # or "placeholder" or "keep"CODE
LOW…ence/api/resolve-evaluator-revision.RequestSchema.json1{"title":"Body","body":{"content":{"application/json":{"schema":{"properties":{"evaluator_ref":{"anyOf":[{"properties":{CODE
LOW…rence/api/resolve-workflow-revision.RequestSchema.json1{"title":"Body","body":{"content":{"application/json":{"schema":{"properties":{"workflow_ref":{"anyOf":[{"properties":{"CODE
LOW…ce/api/resolve-environment-revision.RequestSchema.json1{"title":"Body","body":{"content":{"application/json":{"schema":{"properties":{"environment_ref":{"anyOf":[{"properties"CODE
LOW…ce/api/resolve-application-revision.RequestSchema.json1{"title":"Body","body":{"content":{"application/json":{"schema":{"properties":{"application_ref":{"anyOf":[{"properties"CODE
LOW…ests/pytest/unit/wallets/test_wallets_usage_service.py66 return {USER: "user@example.com"} if USER in set(user_ids) else {}CODE
LOW…ests/pytest/unit/wallets/test_wallets_usage_service.py144 assert oldest.user_email == "user@example.com"CODE
LOW⚡…wallets/test_wallets_organization_provisioning_hook.py171 _FakeOrganization(), organization_email="user@example.com"CODE
LOW⚡…wallets/test_wallets_organization_provisioning_hook.py285 _FakeOrganization(), organization_email="user@example.com"CODE
LOW…wallets/test_wallets_organization_provisioning_hook.py348 _FakeOrganization(), organization_email="user@example.com"CODE
LOWapi/oss/tests/pytest/unit/auth/test_helper.py241 email="user@example.com",CODE
LOW…sts/pytest/unit/sessions/test_session_start_service.py58 session_id="placeholder",CODE
LOW…sts/pytest/unit/sessions/test_session_start_service.py65 promoted_execution_id="placeholder",CODE
LOW…test/unit/managed_tools/test_managed_tools_executor.py38 "name": "Jane Doe",CODE
LOW…est/unit/managed_tools/test_managed_tools_providers.py166 assert ok.output["person"]["name"] == "Jane Doe"CODE
LOW…s/tests/pytest/unit/agent_templates/test_validation.py160 info = zipfile.ZipInfo("placeholder")CODE
LOW⚡…/oss/tests/pytest/unit/agent_templates/test_archive.py168 info = zipfile.ZipInfo("placeholder")CODE
LOW…/oss/tests/pytest/unit/agent_templates/test_archive.py272 info = zipfile.ZipInfo("placeholder")CODE
LOW…/tests/pytest/unit/agent_templates/test_marketplace.py297 "name": "Jane Doe",CODE
LOW…st/integration/channels/test_channels_dao_roundtrip.py62 name="Acme Corp",CODE
LOW…st/integration/channels/test_channels_dao_roundtrip.py66 assert edited.name == "Acme Corp"CODE
LOW⚡…st/acceptance/workflows/test_workflow_embeds_errors.py193 "error_policy": "placeholder",CODE
14 more matches not shown…
Redundant / Tautological Comments48 hits · 71 pts
SeverityFileLineSnippetContext
LOWsdks/python/agenta/sdk/evaluations/preview/utils.py594 # Check if this looks like a simple application output (single string)COMMENT
LOWsdks/python/agenta/sdk/utils/logging.py152 # Check if console logger already has handlers (from OSS module)COMMENT
LOWsdks/python/agenta/sdk/engines/running/templates.py31# Print result for captureCOMMENT
LOWsdks/python/agenta/sdk/engines/running/templates.py102# Print result for captureCOMMENT
LOWsdks/python/agenta/sdk/engines/running/templates.py170# Print result for captureCOMMENT
LOW…s/python/agenta/sdk/engines/running/runners/daytona.py66 # Check if it looks like an error line (ErrorType: message)COMMENT
LOWsdks/python/oss/tests/legacy/stop_server.sh10# Check if the PID file existsCOMMENT
LOWsdks/python/oss/tests/legacy/new_tests/conftest.py1113 # Check if the 'lifecycle' field is present and remove itCOMMENT
LOWdocs/scripts/generate_cookbooks.py45 # Check if file exists and force_overwrite is FalseSTRING
LOWexamples/python/RAG_QA_chatbot/ingest/store.py46 # Check if collection existsCOMMENT
LOWexamples/python/evaluators/basic/length_check.py44 # Check if within rangeCOMMENT
LOWexamples/python/evaluators/basic/string_contains.py47 # Check if answer is contained in outputCOMMENT
LOWexamples/python/evaluators/numpy/exact_match.py67 # Check if lengths matchCOMMENT
LOW⚡…ython/custom_workflows/rag-docs-qa/generate_testset.py57 # Check if the response was completeSTRING
LOWexamples/node/observability-opentelemetry/test.sh4# Check if required environment variables are setCOMMENT
LOWhosting/kubernetes/ee/values.ee.example.yaml574# # Set it to the ingress host below so a Daytona sandbox, which runsCOMMENT
LOWhosting/kubernetes/oss/values.oss.example.yaml571# # Set it to the ingress host below so a Daytona sandbox, which runsCOMMENT
LOW…pytest/unit/secrets/test_subscription_login_service.py171 # Set it to hold both starts inside the runner call, so two tabs reach the rowCOMMENT
LOWapi/oss/tests/legacy/conftest.py1101 # Check if the 'lifecycle' field is present and remove itCOMMENT
LOWapi/oss/src/tasks/asyncio/tracing/worker.py107 # Check if we've exceeded the batch size limitCOMMENT
LOW…tapi/otlp/extractors/adapters/openinference_adapter.py253 # Check if llm.input_messages were processed (resulting in ag.data.inputs.prompt.* keys)COMMENT
LOW…tapi/otlp/extractors/adapters/openinference_adapter.py264 # Check if llm.output_messages were processed (resulting in ag.data.outputs.completion.* keys)COMMENT
LOWapi/oss/src/apis/fastapi/testsets/router.py1874 # Check if testset exists before attempting to editCOMMENT
LOWapi/oss/src/core/organizations/types.py44 # Check if it's a known enum valueCOMMENT
LOWapi/oss/src/core/access/permissions/service.py311 # Check if user is a demo member - demo members always have restricted accessCOMMENT
LOWapi/oss/src/core/access/permissions/service.py335 # Check if user is organization owner - organization owners always have full permissionsCOMMENT
LOWapi/oss/src/core/auth/service.py102 # Check if user exists only when email looks validCOMMENT
LOWapi/oss/src/core/auth/service.py179 # Check if this org has verified domain (enables SSO enforcement)COMMENT
LOWapi/oss/src/core/auth/service.py182 # Check if this org has active SSO providersCOMMENT
LOWapi/oss/src/core/auth/service.py461 # Check if user is already a member of this organizationCOMMENT
LOWapi/oss/src/core/auth/service.py631 # Check if identities satisfy allowed_methodsCOMMENT
LOWapi/oss/src/core/auth/types.py39 # Check if it's a known enum valueCOMMENT
LOWapi/oss/src/core/auth/middleware.py106 # Check if organization_id is in query paramsCOMMENT
LOWapi/oss/src/core/auth/supertokens/overrides.py178 # Check if user already exists (idempotent - skip if adding new auth method)COMMENT
LOWapi/oss/src/core/auth/supertokens/overrides.py456 # Check if user has an emailpassword login methodCOMMENT
LOWapi/oss/src/core/auth/supertokens/overrides.py968 # Check if internal user exists (sign_in can be called for new users too)COMMENT
LOWapi/oss/src/core/environments/defaults.py64 # Check if environment already existsCOMMENT
LOWapi/oss/src/core/embeds/utils.py1179 # Check if value is a string with embed tokensCOMMENT
LOWapi/oss/src/core/embeds/utils.py1208 # Check if item is a string with embed tokensCOMMENT
LOWapi/oss/src/middlewares/analytics.py70 # Check if we've already set this property for this userCOMMENT
LOWapi/oss/src/middlewares/analytics.py259 # Check if this is an activation eventCOMMENT
LOWapi/oss/src/middlewares/analytics.py265 # Check if auth method is allowed for this activationCOMMENT
LOWapi/oss/src/utils/traces.py341 # Check if part is indexed, if so split itCOMMENT
LOWapi/oss/src/services/organization_service.py243 # Check if the user is already a member of the workspaceCOMMENT
LOWapi/oss/src/services/organization_service.py325 # Check if the email address already has a valid, unused invitation for the workspaceCOMMENT
LOW⚡api/oss/src/services/api_key_service.py46 # Check if the prefix is unique in the databaseCOMMENT
LOWapi/oss/src/services/api_key_service.py123 # Check if the API key is valid (not blacklisted and not expired)COMMENT
LOWapi/oss/src/services/user_service.py67 # Check if user already exists (happy path optimization)COMMENT
Hallucination Indicators4 hits · 35 pts
SeverityFileLineSnippetContext
CRITICALapi/ee/src/core/access/permissions/role_overrides.py5`oss.src.core.access.permissions.controls.build_role_controls()` via aSTRING
CRITICALapi/ee/src/core/access/entitlements/types.py9 Runtime plan slugs come from `ee.src.core.access.controls.get_plans()`STRING
CRITICAL⚡…ytest/unit/channels/test_channels_request_reactions.py71 service.adapter_registry.get.return_value.set_message_status.assert_not_awaited()CODE
CRITICALservices/runner/tests/utils/qa-transcripts.ts100 messages: transcript.request.data.inputs.messages.map((m) => ({CODE
Dead Code17 hits · 34 pts
SeverityFileLineSnippetContext
MEDIUM…ython/oss/tests/pytest/unit/test_tracing_decorators.py367CODE
MEDIUM…ython/oss/tests/pytest/unit/test_tracing_decorators.py441CODE
MEDIUM…/oss/tests/pytest/unit/test_workflow_shapes_running.py165CODE
MEDIUM…thon/oss/tests/pytest/unit/test_routing_negotiation.py56CODE
MEDIUM…ents/adapters/test_vercel_stream_subscription_login.py29CODE
MEDIUM…t/agents/adapters/test_vercel_stream_silent_failure.py89CODE
MEDIUM…test/unit/agents/adapters/test_vercel_sse_keepalive.py118CODE
MEDIUMsdks/python/oss/tests/pytest/utils/test_routing.py264CODE
MEDIUM…/observability_sdk/sanity_check/03_app_errors_local.py166CODE
MEDIUM…bservability_sdk/sanity_check/04_app_old_sdk_agenta.py170CODE
MEDIUM…bservability_sdk/sanity_check/05_app_new_sdk_agenta.py170CODE
MEDIUM…/legacy/observability_sdk/sanity_check/02_app_local.py166CODE
MEDIUM…/legacy/observability_sdk/sanity_check/02_app_local.py212CODE
MEDIUM…ytest/unit/gateways/test_gateways_llm_relay_adapter.py334CODE
MEDIUM…oss/tests/manual/tracing/ingestion/agenta_exception.py18CODE
MEDIUM…rc/core/gateways/llms/providers/passthrough/adapter.py507CODE
MEDIUM…i/oss/src/core/gateways/llms/providers/mock/adapter.py440CODE
Example Usage Blocks11 hits · 16 pts
SeverityFileLineSnippetContext
LOWsdks/python/agenta/sdk/engines/running/utils.py338# Usage:COMMENT
LOWweb/_reference/agenta-sdk/scripts/generate-schemas.sh11# Usage:COMMENT
LOW…/modals/SetupTracingModal/assets/generateCodeBlocks.ts202# Example usageCOMMENT
LOW…d-subscription-connections/research/experiments/run.sh10# Usage:COMMENT
LOWdocs/designs/oss-ee-convergence/dump_pg_schema.sh12# Usage:COMMENT
LOWhosting/railway/oss/template/apply.sh9# Usage:COMMENT
LOWhosting/railway/oss/scripts/preview-clone-destroy.sh11# Usage:COMMENT
LOWhosting/railway/oss/scripts/preview-clone-create.sh35# Usage:COMMENT
LOWhosting/docker-compose/recreate-web.sh17# Usage:COMMENT
LOW…ts/manual/tracing/ingestion/openinference_langgraph.py81# Example usageCOMMENT
LOWapi/oss/tests/manual/webhooks/github.sh10# Usage:COMMENT
Synthetic Comment Markers2 hits · 15 pts
SeverityFileLineSnippetContext
HIGH…/agenta-entities/src/shared/utils/latestEntityQuery.ts149 // Mark as requestedCOMMENT
HIGHweb/packages/agenta-entities/src/testset/state/store.ts400 // Mark as requestedCOMMENT
Slop Phrases5 hits · 9 pts
SeverityFileLineSnippetContext
MEDIUM…s/python/agenta/sdk/agents/adapters/agenta_builtins.py672## What you can changeCOMMENT
LOWsdks/python/agenta/sdk/utils/client.py34 log.error("And don't forget to set AGENTA_API_URL and AGENTA_API_KEY.")CODE
LOWsdks/python/agenta/sdk/utils/client.py65 log.error("And don't forget to set AGENTA_API_URL and AGENTA_API_KEY.")CODE
MEDIUMapi/ee/tests/manual/evaluations/sdk/quick_start.py98 description="Assigns a random score (for demonstration purposes)",CODE
MEDIUMapi/oss/src/resources/evaluators/evaluators.py96 "content": 'You are an expert data labeler evaluating AI-generated responses for concisenessCODE
TODO Padding1 hit · 2 pts
SeverityFileLineSnippetContext
LOW⚡…/acceptance/workflows/test_workflow_embeds_security.py179 # TODO: Add test with include_archived=False once request model supports itCOMMENT
Overly Generic Function Names2 hits · 1 pts
SeverityFileLineSnippetContext
LOWsdks/python/agenta/__init__.py141 >>> def my_function():STRING
LOW…s/runner/src/engines/sandbox_agent/acp-interactions.ts600 async function handleRequest(req: any): Promise<void> {CODE