AI Slop Code RIsk Monitor

affaan-m/ECC

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

5.8 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for affaan-m/ECC, a JavaScript project with 276,588 GitHub stars. SynthScan examined 924,555 lines of code across 4352 source files, recording 2945 pattern matches distributed across 23 syntactic categories. The legacy adjusted pattern signal is 5.8 (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.

5.8
Adjusted Signal
5.8
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
276.6K
Stars
JavaScript
Language
924.6K
Lines of Code
4.4K
Files
2.9K
Pattern Hits
2026-10-12
Scan Date
0.05
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 14.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2055 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.4/100 · LOW

Are imports declared and package/API names verified? 253 finding(s).

Agent Over-Engineering Ratio 15.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1695 finding(s).

PR Review Velocity Impact 23.7/100 · LOW

Which changes need focused human review? 2945 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 12HIGH 214MEDIUM 434LOW 2285

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 2945 distinct pattern matches across 23 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.

Structural Annotation Overuse666 hits · 1246 pts
SeverityFileLineSnippetContext
LOW⚡CONTRIBUTING.md217### Step 1: UnderstandCOMMENT
LOW⚡CONTRIBUTING.md220### Step 2: ExecuteCOMMENT
LOW⚡CONTRIBUTING.md223### Step 3: VerifyCOMMENT
LOW⚡.cursor/skills/documentation-lookup/SKILL.md30### Step 1: Resolve the Library IDCOMMENT
LOW⚡.cursor/skills/documentation-lookup/SKILL.md39### Step 2: Select the Best MatchCOMMENT
LOW⚡.cursor/skills/documentation-lookup/SKILL.md48### Step 3: Fetch the DocumentationCOMMENT
LOW⚡.cursor/skills/documentation-lookup/SKILL.md57### Step 4: Use the DocumentationCOMMENT
LOW.opencode/prompts/agents/kotlin-reviewer.txt13### Step 1: Gather ContextCOMMENT
LOW.opencode/prompts/agents/kotlin-reviewer.txt17### Step 2: Understand Project StructureCOMMENT
LOW.opencode/prompts/agents/kotlin-reviewer.txt34### Step 3: Read and ReviewCOMMENT
LOW.opencode/prompts/agents/kotlin-reviewer.txt38### Step 4: Report FindingsCOMMENT
LOW.opencode/prompts/agents/tdd-guide.txt13### Step 1: Write Test First (RED)COMMENT
LOW⚡.opencode/prompts/agents/tdd-guide.txt27### Step 2: Run Test (Verify it FAILS)COMMENT
LOW⚡.opencode/prompts/agents/tdd-guide.txt33### Step 3: Write Minimal Implementation (GREEN)COMMENT
LOW⚡.opencode/prompts/agents/tdd-guide.txt42### Step 4: Run Test (Verify it PASSES)COMMENT
LOW⚡.opencode/prompts/agents/tdd-guide.txt48### Step 5: Refactor (IMPROVE)COMMENT
LOW⚡.opencode/prompts/agents/tdd-guide.txt54### Step 6: Verify CoverageCOMMENT
LOW⚡.opencode/prompts/agents/docs-lookup.txt13### Step 1: Resolve the libraryCOMMENT
LOW⚡.opencode/prompts/agents/docs-lookup.txt21### Step 2: Fetch documentationCOMMENT
LOW⚡.opencode/prompts/agents/docs-lookup.txt29### Step 3: Return the answerCOMMENT
LOW⚡.opencode/commands/eval.md32### Step 1: Define CriteriaCOMMENT
LOW⚡.opencode/commands/eval.md41### Step 2: Run TestsCOMMENT
LOW⚡.opencode/commands/eval.md48### Step 3: Calculate ScoreCOMMENT
LOW⚡.opencode/commands/eval.md54### Step 4: ReportCOMMENT
LOW⚡.opencode/commands/tdd.md24### Step 1: Define Interfaces (SCAFFOLD)COMMENT
LOW⚡.opencode/commands/tdd.md28### Step 2: Write Failing Tests (RED)COMMENT
LOW⚡.opencode/commands/tdd.md33### Step 3: Implement Minimal Code (GREEN)COMMENT
LOW⚡.opencode/commands/tdd.md38### Step 4: Refactor (IMPROVE)COMMENT
LOW⚡.opencode/commands/tdd.md43### Step 5: Check CoverageCOMMENT
LOW.opencode/commands/rust-test.md22### Step 1: Define InterfaceCOMMENT
LOW.opencode/commands/rust-test.md33### Step 2: Write TestsCOMMENT
LOW⚡.opencode/commands/rust-test.md55### Step 3: Run Tests (RED)COMMENT
LOW⚡.opencode/commands/rust-test.md60### Step 4: Implement (GREEN)COMMENT
LOW⚡.opencode/commands/rust-test.md69### Step 5: Check CoverageCOMMENT
LOW.opencode/commands/go-test.md22### Step 1: Define InterfaceCOMMENT
LOW.opencode/commands/go-test.md37### Step 2: Table-Driven TestsCOMMENT
LOW⚡.opencode/commands/go-test.md73### Step 3: Run Tests (RED)COMMENT
LOW⚡.opencode/commands/go-test.md78### Step 4: Implement (GREEN)COMMENT
LOW⚡.opencode/commands/go-test.md85### Step 5: BenchmarkCOMMENT
LOW.opencode/commands/skill-create.md19### Step 1: Gather Commit DataCOMMENT
LOW.opencode/commands/skill-create.md31### Step 2: Identify PatternsCOMMENT
LOW.opencode/commands/skill-create.md48### Step 3: Generate SKILL.mdCOMMENT
LOW.opencode/commands/skill-create.md92### Step 4: Generate InstinctsCOMMENT
LOW.agents/skills/x-api/SKILL.md160# Step 1: Upload mediaCOMMENT
LOW.agents/skills/x-api/SKILL.md167# Step 2: Post with mediaCOMMENT
LOW⚡.agents/skills/deep-research/SKILL.md29### Step 1: Understand the GoalCOMMENT
LOW⚡.agents/skills/deep-research/SKILL.md37### Step 2: Plan the ResearchCOMMENT
LOW⚡.agents/skills/deep-research/SKILL.md47### Step 3: Execute Multi-Source SearchCOMMENT
LOW.agents/skills/deep-research/SKILL.md68### Step 4: Deep-Read Key SourcesCOMMENT
LOW.agents/skills/deep-research/SKILL.md84### Step 5: Synthesize and Write ReportCOMMENT
LOW.agents/skills/deep-research/SKILL.md120### Step 6: DeliverCOMMENT
LOW⚡.agents/skills/documentation-lookup/SKILL.md30### Step 1: Resolve the Library IDCOMMENT
LOW⚡.agents/skills/documentation-lookup/SKILL.md39### Step 2: Select the Best MatchCOMMENT
LOW⚡.agents/skills/documentation-lookup/SKILL.md48### Step 3: Fetch the DocumentationCOMMENT
LOW⚡.agents/skills/documentation-lookup/SKILL.md57### Step 4: Use the DocumentationCOMMENT
LOW.agents/skills/tdd-workflow/SKILL.md52### Step 0: Detect the Test RunnerCOMMENT
LOW.agents/skills/tdd-workflow/SKILL.md80### Step 1: Write User JourneysCOMMENT
LOW.agents/skills/tdd-workflow/SKILL.md89### Step 2: Generate Test CasesCOMMENT
LOW⚡.agents/skills/tdd-workflow/SKILL.md112### Step 3: Run Tests (They Should Fail)COMMENT
LOW⚡.agents/skills/tdd-workflow/SKILL.md118### Step 4: Implement CodeCOMMENT
606 more matches not shown…
Hyper-Verbose Identifiers1052 hits · 1075 pts
SeverityFileLineSnippetContext
LOW.cursor/hooks/adapter.js132function normalizeSessionStartOutput(rawOutput, options = {}) {CODE
LOW.cursor/hooks/adapter.js165function createStopFormatTypecheckOptions(sessionEnv = {}) {CODE
LOWdocker/context-profiles/ai-eval-lib.js452function prepareClaudeEnvironments({ repoRoot, executable, root, legacySource = null }) {CODE
LOWtests/test_taste_overlays.py31 def test_still_overlay_preserves_all_video_frames(self):CODE
LOWtests/test_taste_overlays.py73 def test_rgba_overlay_preserves_background_and_respects_alpha_opacity(self):CODE
LOWtests/test_taste_overlays.py116 def test_failed_requested_overlay_prevents_final_video_and_manifest(self):CODE
LOWtests/test_taste_overlays.py180 def test_cadence_target_records_actual_duration_and_warns_on_frame_difference(self):CODE
LOWtests/test_taste_mint3d.py51 def test_raw_retained_before_remesh_and_rendered(self):CODE
LOWtests/test_taste_mint3d.py73 def test_existing_artifacts_refused_before_generation(self):CODE
LOWtests/test_taste_mint3d.py97 def test_remesh_failure_keeps_original_renderable(self):CODE
LOWtests/test_selector.py27def assert_exact_compute_route(content: str) -> None:CODE
LOWtests/test_selector.py38def test_compute_route_validation_rejects_deceptive_lookalike_host():CODE
LOWtests/test_selector.py45def test_ollama_notice_routes_to_ito_without_claiming_serving(capsys):CODE
LOWtests/test_selector.py60def test_managed_provider_does_not_show_self_host_compute_notice(capsys):CODE
LOWtests/test_taste_pipeline.py56 def test_passthrough_is_offline_and_preserves_caller_paths(self):CODE
LOW⚡tests/test_taste_pipeline.py69 def test_passthrough_dry_run_executes_nothing(self):CODE
LOW⚡tests/test_taste_pipeline.py72 def test_passthrough_rejects_prop_before_execution(self):CODE
LOW⚡tests/test_taste_pipeline.py76 def test_collision_blocks_all_provider_stages(self):CODE
LOWtests/test_taste_pipeline.py90 def test_invalid_fps_rejected_before_execution(self):CODE
LOWtests/test_taste_pipeline.py97 def test_tier_selected_before_provider_calls(self):CODE
LOWtests/test_taste_pipeline.py118 def test_collision_rejected_before_pack_or_provider_access(self):CODE
LOWtests/test_taste_pipeline.py135 def test_invalid_fps_rejected_before_pack_or_provider_access(self):CODE
LOW⚡tests/test_taste_pipeline.py194 def test_keeps_previous_editable_shots_and_uses_explicit_fps(self):CODE
LOW⚡tests/test_taste_pipeline.py203 def test_output_collision_rejected_without_writes(self):CODE
LOW⚡tests/test_taste_pipeline.py213 def test_invalid_input_does_not_create_work(self):CODE
LOW⚡tests/test_taste_pipeline.py219 def test_nonfinite_fps_does_not_create_work(self):CODE
LOW⚡tests/test_taste_pipeline.py225 def test_timeline_export_failure_propagates(self):CODE
LOWtests/test_templates.py14def restore_template_registry():CODE
LOW⚡tests/test_templates.py25def test_register_template_exposes_public_template_mapping():CODE
LOW⚡tests/test_templates.py34def test_templates_mapping_remains_mutable_for_existing_callers():CODE
LOW⚡tests/test_templates.py41def test_deregister_template_removes_named_template():CODE
LOW⚡tests/test_templates.py50def test_clear_templates_removes_all_registered_templates():CODE
LOWtests/test_templates.py69def test_register_template_rejects_empty_inputs(name, template, error_match):CODE
LOW⚡tests/test_taste_verify.py51 def test_measured_zero_is_checked_and_passes_light_output(self):CODE
LOW⚡tests/test_taste_verify.py56 def test_measured_zero_fails_black_output(self):CODE
LOW⚡tests/test_taste_verify.py59 def test_absent_target_is_skipped_despite_dataclass_default_zero(self):CODE
LOW⚡tests/test_taste_verify.py62 def test_null_target_is_skipped(self):CODE
LOW⚡tests/test_taste_verify.py65 def test_positive_target_retains_existing_metric(self):CODE
LOW⚡tests/test_taste_verify.py70 def test_invalid_target_fails_instead_of_skipping(self):CODE
LOWtests/test_astraflow_provider.py55def test_astraflow_provider_defaults_to_global_umodelverse_endpoint(monkeypatch):CODE
LOWtests/test_astraflow_provider.py68def test_astraflow_cn_provider_uses_cn_endpoint_and_model_fallback(monkeypatch):CODE
LOWtests/test_astraflow_provider.py83def test_astraflow_provider_generates_openai_compatible_chat_completion():CODE
LOWtests/test_astraflow_provider.py115def test_astraflow_provider_forwards_non_default_temperature():CODE
LOWtests/test_astraflow_provider.py125def test_astraflow_provider_parses_tool_calls():CODE
LOWtests/test_astraflow_provider.py141def test_astraflow_provider_preserves_malformed_tool_arguments():CODE
LOWtests/test_claude_provider.py42def test_generate_collects_text_and_tool_use_blocks() -> None:CODE
LOWtests/test_claude_provider.py64def test_generate_collects_multiple_tool_use_blocks() -> None:CODE
LOWtests/test_claude_provider.py87def test_generate_copies_tool_use_dict_arguments() -> None:CODE
LOWtests/test_claude_provider.py102def test_generate_text_only_has_no_tool_calls() -> None:CODE
LOWtests/test_claude_provider.py117def test_generate_does_not_pass_cache_control_as_top_level_param() -> None:CODE
LOWtests/test_claude_provider.py144def test_generate_without_system_does_not_set_system_or_cache_control() -> None:CODE
LOWtests/test_invariant_runner.py48def test_setup_sandbox_blocks_dangerous_commands(setup_commands, test_id, tmp_path):CODE
LOWtests/test_atlas_provider.py55def test_atlas_provider_defaults_to_atlas_cloud_endpoint(monkeypatch):CODE
LOW⚡tests/test_atlas_provider.py69def test_atlas_provider_reads_env_overrides(monkeypatch):CODE
LOW⚡tests/test_atlas_provider.py79def test_atlas_provider_accepts_atlascloud_api_key_fallback(monkeypatch):CODE
LOW⚡tests/test_atlas_provider.py89def test_atlas_provider_generates_openai_compatible_chat_completion():CODE
LOWtests/test_atlas_provider.py121def test_atlas_provider_floors_max_tokens_for_reasoning_models():CODE
LOWtests/test_atlas_provider.py135def test_atlas_provider_forwards_non_default_temperature():CODE
LOWtests/test_atlas_provider.py145def test_atlas_provider_parses_tool_calls():CODE
LOWtests/test_atlas_provider.py161def test_atlas_provider_preserves_malformed_tool_arguments():CODE
992 more matches not shown…
Decorative Section Separators326 hits · 1026 pts
SeverityFileLineSnippetContext
MEDIUM⚡ecc_dashboard.py35# ============================================================================COMMENT
MEDIUM⚡ecc_dashboard.py37# ============================================================================COMMENT
MEDIUM⚡ecc_dashboard.py945# ============================================================================COMMENT
MEDIUM⚡ecc_dashboard.py947# ============================================================================COMMENT
MEDIUMecc_dashboard.py283# ============================================================================COMMENT
MEDIUMecc_dashboard.py285# ============================================================================COMMENT
MEDIUMecc_dashboard.py393 # =========================================================================COMMENT
MEDIUMecc_dashboard.py395 # =========================================================================COMMENT
MEDIUMecc_dashboard.py498 # =========================================================================COMMENT
MEDIUMecc_dashboard.py500 # =========================================================================COMMENT
MEDIUMecc_dashboard.py620 # =========================================================================COMMENT
MEDIUMecc_dashboard.py622 # =========================================================================COMMENT
MEDIUMecc_dashboard.py670 # =========================================================================COMMENT
MEDIUMecc_dashboard.py672 # =========================================================================COMMENT
MEDIUMecc_dashboard.py747 # =========================================================================COMMENT
MEDIUMecc_dashboard.py749 # =========================================================================COMMENT
MEDIUMtests/plugin-manifest.test.js201// ── Claude plugin manifest ────────────────────────────────────────────────────COMMENT
MEDIUMtests/plugin-manifest.test.js303// ── Codex plugin manifest ─────────────────────────────────────────────────────COMMENT
MEDIUMtests/plugin-manifest.test.js464// ── Qoder plugin manifest ─────────────────────────────────────────────────────COMMENT
MEDIUMtests/plugin-manifest.test.js491// ── .mcp.json at plugin root ──────────────────────────────────────────────────COMMENT
MEDIUMtests/plugin-manifest.test.js522// ── Codex marketplace file ────────────────────────────────────────────────────COMMENT
MEDIUMtests/plugin-manifest.test.js592// ── plugins/ecc marketplace plugin folder ─────────────────────────────────────COMMENT
MEDIUMtests/plugin-manifest.test.js712// ── Summary ───────────────────────────────────────────────────────────────────COMMENT
MEDIUMtests/hermes-hooks.test.js59// ─── config-protection: blocking ───────────────────────────────────────────COMMENT
MEDIUMtests/hermes-hooks.test.js146// ─── config-protection: allowing ───────────────────────────────────────────COMMENT
MEDIUMtests/hermes-hooks.test.js181// ─── config-protection: fail-open + diagnostics ────────────────────────────COMMENT
MEDIUMtests/hermes-hooks.test.js200// ─── check-console-log ─────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/skill-run-tracker.test.js62// ── skill id extraction and bounds ────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/skill-run-tracker.test.js91// ── privacy: no prompt text is persisted ─────────────────────────────────────COMMENT
MEDIUMtests/hooks/skill-run-tracker.test.js129// ── outcome derivation ───────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/skill-run-tracker.test.js147// ── hook behaviour ───────────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/skill-run-tracker.test.js155// ── tool-name tolerance ───────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/skill-run-tracker.test.js206// ── JSONL sink bounds ────────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/post-bash-hooks.test.js37// ── post-bash-build-complete.js ──────────────────────────────────COMMENT
MEDIUMtests/hooks/post-bash-hooks.test.js114// ── post-bash-pr-created.js ──────────────────────────────────────COMMENT
MEDIUMtests/hooks/detect-project-worktree.test.js75// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/detect-project-worktree.test.js77// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/detect-project-worktree.test.js109// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/detect-project-worktree.test.js111// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/detect-project-worktree.test.js158// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/detect-project-worktree.test.js160// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/detect-project-worktree.test.js291// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/detect-project-worktree.test.js293// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/governance-capture.test.js33 // ── detectSecrets ──────────────────────────────────────────COMMENT
MEDIUMtests/hooks/governance-capture.test.js70 // ── detectApprovalRequired ─────────────────────────────────COMMENT
MEDIUMtests/hooks/governance-capture.test.js102 // ── detectSensitivePath ────────────────────────────────────COMMENT
MEDIUMtests/hooks/governance-capture.test.js128 // ── analyzeForGovernanceEvents ─────────────────────────────COMMENT
MEDIUMtests/hooks/governance-capture.test.js550 // ── run() function ─────────────────────────────────────────COMMENT
MEDIUM…/hooks/continuous-learning-shebang-consistency.test.js92// ──────────────────────────────────────────────────────COMMENT
MEDIUM…/hooks/continuous-learning-shebang-consistency.test.js94// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/stop-format-typecheck.test.js61// ── post-edit-accumulator.js ─────────────────────────────────────COMMENT
MEDIUMtests/hooks/stop-format-typecheck.test.js167// ── stop-format-typecheck: accumulator teardown ──────────────────COMMENT
MEDIUMtests/hooks/observer-memory.test.js51// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/observer-memory.test.js53// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/observer-memory.test.js93// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/observer-memory.test.js95// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/observer-memory.test.js131// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/observer-memory.test.js133// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/observer-memory.test.js166// ──────────────────────────────────────────────────────COMMENT
MEDIUMtests/hooks/observer-memory.test.js168// ──────────────────────────────────────────────────────COMMENT
266 more matches not shown…
Cross-File Repetition165 hits · 825 pts
SeverityFileLineSnippetContext
HIGH…gents/skills/docs-governance/scripts/markdown_links.py0small markdown link parser used by the documentation-governance audit.STRING
HIGH…/core/skills/docs-governance/scripts/markdown_links.py0small markdown link parser used by the documentation-governance audit.STRING
HIGHskills/docs-governance/scripts/markdown_links.py0small markdown link parser used by the documentation-governance audit.STRING
HIGH…gents/skills/docs-governance/scripts/markdown_links.py0(?mx) ^\ {0,3}\[(?p<label>[^\]\n]+)\]:[\t\ ]* (?:\r?\n[\t\ ]*)? (?p<target><[^>\n]+>|[^\t\ \n]+) (?:[\t\ ]+(?:"(?:\\.|[^STRING
HIGH…/core/skills/docs-governance/scripts/markdown_links.py0(?mx) ^\ {0,3}\[(?p<label>[^\]\n]+)\]:[\t\ ]* (?:\r?\n[\t\ ]*)? (?p<target><[^>\n]+>|[^\t\ \n]+) (?:[\t\ ]+(?:"(?:\\.|[^STRING
HIGHskills/docs-governance/scripts/markdown_links.py0(?mx) ^\ {0,3}\[(?p<label>[^\]\n]+)\]:[\t\ ]* (?:\r?\n[\t\ ]*)? (?p<target><[^>\n]+>|[^\t\ \n]+) (?:[\t\ ]+(?:"(?:\\.|[^STRING
HIGH.agents/skills/docs-governance/scripts/audit-docs.py0deterministic documentation-governance audit for mechanically provable integrity failures.STRING
HIGHpi/core/skills/docs-governance/scripts/audit-docs.py0deterministic documentation-governance audit for mechanically provable integrity failures.STRING
HIGHskills/docs-governance/scripts/audit-docs.py0deterministic documentation-governance audit for mechanically provable integrity failures.STRING
HIGHdocs/ja-JP/skills/python-testing/SKILL.md0test that dividing by zero raises zerodivisionerror.STRING
HIGHdocs/zh-CN/skills/python-testing/SKILL.md0test that dividing by zero raises zerodivisionerror.STRING
HIGHpi/core/skills/python-testing/SKILL.md0test that dividing by zero raises zerodivisionerror.STRING
HIGHskills/python-testing/SKILL.md0test that dividing by zero raises zerodivisionerror.STRING
HIGH…s/ja-JP/skills/videodb/reference/rtstream-reference.md0analyze the screen and return a json object with: { "app_name": "name of the active application", "activity": "what the STRING
HIGH…s/zh-CN/skills/videodb/reference/rtstream-reference.md0analyze the screen and return a json object with: { "app_name": "name of the active application", "activity": "what the STRING
HIGHskills/videodb/reference/rtstream-reference.md0analyze the screen and return a json object with: { "app_name": "name of the active application", "activity": "what the STRING
HIGHdocs/ja-JP/skills/redis-patterns/SKILL.md0if redis.call('get', keys[1]) == argv[1] then return redis.call('del', keys[1]) else return 0 endSTRING
HIGHpi/core/skills/redis-patterns/SKILL.md0if redis.call('get', keys[1]) == argv[1] then return redis.call('del', keys[1]) else return 0 endSTRING
HIGHskills/redis-patterns/SKILL.md0if redis.call('get', keys[1]) == argv[1] then return redis.call('del', keys[1]) else return 0 endSTRING
HIGHdocs/ja-JP/skills/quarkus-tdd/SKILL.md0{ "referencenumber": "doc-001", "description": "test document", "validuntil": "2030-01-01t00:00:00z", "categories": ["teSTRING
HIGHdocs/tr/skills/quarkus-tdd/SKILL.md0{ "referencenumber": "doc-001", "description": "test document", "validuntil": "2030-01-01t00:00:00z", "categories": ["teSTRING
HIGHpi/core/skills/quarkus-tdd/SKILL.md0{ "referencenumber": "doc-001", "description": "test document", "validuntil": "2030-01-01t00:00:00z", "categories": ["teSTRING
HIGHskills/quarkus-tdd/SKILL.md0{ "referencenumber": "doc-001", "description": "test document", "validuntil": "2030-01-01t00:00:00z", "categories": ["teSTRING
HIGHdocs/ja-JP/skills/quarkus-tdd/SKILL.md0{ "referencenumber": "int-001", "description": "integration test", "validuntil": "2030-01-01t00:00:00z", "categories": [STRING
HIGHdocs/tr/skills/quarkus-tdd/SKILL.md0{ "referencenumber": "int-001", "description": "integration test", "validuntil": "2030-01-01t00:00:00z", "categories": [STRING
HIGHpi/core/skills/quarkus-tdd/SKILL.md0{ "referencenumber": "int-001", "description": "integration test", "validuntil": "2030-01-01t00:00:00z", "categories": [STRING
HIGHskills/quarkus-tdd/SKILL.md0{ "referencenumber": "int-001", "description": "integration test", "validuntil": "2030-01-01t00:00:00z", "categories": [STRING
HIGHdocs/ja-JP/skills/springboot-tdd/SKILL.md0{"name":"test","description":"desc","enddate":"2030-01-01t00:00:00z","categories":["general"]}STRING
HIGHdocs/zh-CN/skills/springboot-tdd/SKILL.md0{"name":"test","description":"desc","enddate":"2030-01-01t00:00:00z","categories":["general"]}STRING
HIGHdocs/es/skills/springboot-tdd/SKILL.md0{"name":"test","description":"desc","enddate":"2030-01-01t00:00:00z","categories":["general"]}STRING
HIGHdocs/tr/skills/springboot-tdd/SKILL.md0{"name":"test","description":"desc","enddate":"2030-01-01t00:00:00z","categories":["general"]}STRING
HIGHpi/core/skills/springboot-tdd/SKILL.md0{"name":"test","description":"desc","enddate":"2030-01-01t00:00:00z","categories":["general"]}STRING
HIGHskills/springboot-tdd/SKILL.md0{"name":"test","description":"desc","enddate":"2030-01-01t00:00:00z","categories":["general"]}STRING
HIGHdocs/ja-JP/skills/python-patterns/SKILL.md0process a user and return the updated user or none.STRING
HIGHdocs/zh-CN/skills/python-patterns/SKILL.md0process a user and return the updated user or none.STRING
HIGHpi/core/skills/python-patterns/SKILL.md0process a user and return the updated user or none.STRING
HIGHskills/python-patterns/SKILL.md0process a user and return the updated user or none.STRING
HIGHdocs/ja-JP/skills/python-patterns/SKILL.md0render all items that implement the renderable protocol.STRING
HIGHdocs/zh-CN/skills/python-patterns/SKILL.md0render all items that implement the renderable protocol.STRING
HIGHpi/core/skills/python-patterns/SKILL.md0render all items that implement the renderable protocol.STRING
HIGHskills/python-patterns/SKILL.md0render all items that implement the renderable protocol.STRING
HIGHdocs/ja-JP/skills/python-patterns/SKILL.md0user entity with automatic __init__, __repr__, and __eq__.STRING
HIGHdocs/zh-CN/skills/python-patterns/SKILL.md0user entity with automatic __init__, __repr__, and __eq__.STRING
HIGHpi/core/skills/python-patterns/SKILL.md0user entity with automatic __init__, __repr__, and __eq__.STRING
HIGHskills/python-patterns/SKILL.md0user entity with automatic __init__, __repr__, and __eq__.STRING
HIGHdocs/ja-JP/skills/python-patterns/SKILL.md0decorator that counts how many times a function is called.STRING
HIGHdocs/zh-CN/skills/python-patterns/SKILL.md0decorator that counts how many times a function is called.STRING
HIGHpi/core/skills/python-patterns/SKILL.md0decorator that counts how many times a function is called.STRING
HIGHskills/python-patterns/SKILL.md0decorator that counts how many times a function is called.STRING
HIGHdocs/ja-JP/skills/python-patterns/SKILL.md0process multiple datasets using multiple processes.STRING
HIGHdocs/zh-CN/skills/python-patterns/SKILL.md0process multiple datasets using multiple processes.STRING
HIGHpi/core/skills/python-patterns/SKILL.md0process multiple datasets using multiple processes.STRING
HIGHskills/python-patterns/SKILL.md0process multiple datasets using multiple processes.STRING
HIGHdocs/ja-JP/skills/regex-vs-llm-structured-text/SKILL.md0full pipeline: regex -> confidence check -> llm for edge cases.STRING
HIGHdocs/zh-CN/skills/regex-vs-llm-structured-text/SKILL.md0full pipeline: regex -> confidence check -> llm for edge cases.STRING
HIGHpi/core/skills/regex-vs-llm-structured-text/SKILL.md0full pipeline: regex -> confidence check -> llm for edge cases.STRING
HIGHskills/regex-vs-llm-structured-text/SKILL.md0full pipeline: regex -> confidence check -> llm for edge cases.STRING
HIGHdocs/ja-JP/skills/foundation-models-on-device/SKILL.md0you are a cooking assistant. provide recipe suggestions based on ingredients. keep suggestions brief and practical.STRING
HIGHdocs/zh-CN/skills/foundation-models-on-device/SKILL.md0you are a cooking assistant. provide recipe suggestions based on ingredients. keep suggestions brief and practical.STRING
HIGHpi/core/skills/foundation-models-on-device/SKILL.md0you are a cooking assistant. provide recipe suggestions based on ingredients. keep suggestions brief and practical.STRING
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Modern AI Meta-Vocabulary84 hits · 206 pts
SeverityFileLineSnippetContext
MEDIUMREADME.md866|-- scripts/ # install, repair, sync, orchestration, and checksCODE
MEDIUMREADME.md987| |-- autonomous-loops/ # Autonomous loop patterns: sequential pipelines, PR loops, DAG orchestrationCODE
MEDIUM⚡README.md1013| |-- multi-execute.md # /multi-execute - Orchestrated multi-agent workflowsCODE
MEDIUM⚡README.md1014| |-- multi-backend.md # /multi-backend - Backend multi-service orchestrationCODE
MEDIUM⚡README.md1015| |-- multi-frontend.md # /multi-frontend - Frontend multi-service orchestrationCODE
MEDIUMREADME.md1027| |-- orchestrate.md # /orchestrate - Prefer dmux-workflows or multi-workflowCODE
MEDIUMREADME.md1079| |-- go-microservice-CLAUDE.md # Real-world Go microservice (gRPC + PostgreSQL)CODE
MEDIUMREADME.md2137I've been using Claude Code since the experimental rollout. Won the Anthropic x Forum Ventures hackathon in Sep 2025 witCODE
MEDIUMREADME.zh-CN.md412| |-- orchestrate.md # /orchestrate - 优先使用 dmux-workflows 或 multi-workflowCODE
MEDIUMSECURITY.md156- **OWASP Agentic Applications Top 10:** <https://genai.owasp.org/resource/owasp-top-10-for-agentic-applications-for-202CODE
MEDIUMecc2/src/main.rs7554 "# ECC2 migration scaffold generated from {}\n# Review every section before merging it into a real ecc2.tomlCODE
MEDIUMagents/java-reviewer.md144### MEDIUM -- Workflow and State Machine (payment / event-driven code)COMMENT
MEDIUMagents/spec-miner.md8## Tool guardrailsCOMMENT
MEDIUMdocs/ECC-PRO-SECURITY-ROADMAP.md414. Merge the verified correctness/Windows batch (PR #2133 model-ID fix, #2307/#2063 Windows, #2273/#2246/#2312 docs, #22CODE
MEDIUMdocs/ECC-PRO-SECURITY-ROADMAP.md106Merge the clean, verified batch: PR #2133 (Claude provider model-ID + adaptive-thinking fix — replaces invalid IDs with CODE
MEDIUMdocs/ECC-PRO-SECURITY-ROADMAP.md285| needs-work | PR #2318 | feat: add OpenSpec ecosystem (5 agents, 2 orchestration skills, 3 integrations) |CODE
MEDIUMdocs/ECC-PRO-SECURITY-ROADMAP.md308| merge | issue #2316 | plan-orchestrate: stale ECC install detection after marketplace rename to ecc@ecc |CODE
MEDIUMdocs/ECC-PRO-SECURITY-ROADMAP.md333Triaged all open PRs (30) and issues (24) on affaan-m/ECC. MERGE-READY (clean, correct, mergeable): PR #2320 (maintainerCODE
MEDIUMdocs/ECC-2.0-GA-ROADMAP.md818- ECC-Tools PR #35 added RAG/evaluator predictive follow-ups and aCODE
MEDIUMdocs/ECC-2.0-GA-ROADMAP.md835- ECC-Tools PR #40 added a checked-in evaluator/RAG corpus contract coveringCODE
MEDIUMdocs/ECC-2.0-GA-ROADMAP.md1075| Salvage useful stale work | `docs/stale-pr-salvage-ledger.md` plus `docs/legacy-artifact-inventory.md` | Ledger recordCODE
MEDIUMdocs/ECC-2.0-GA-ROADMAP.md1084| Harness-agnostic learning system | Audit, adapter matrix, observability, traces, promotion loop | Audit/adapters/obserCODE
MEDIUMdocs/ECC-2.0-GA-ROADMAP.md1106| ECC Tools app | ECC-Tools PR evidence, billing audit, risk taxonomy, evaluator/RAG corpus | ECC-Tools #53 published thCODE
MEDIUMdocs/stale-pr-salvage-ledger.md42| #1558 | `agentic-os` skill | Salvaged in #1772. |CODE
MEDIUMdocs/stale-pr-salvage-ledger.md46| #1603 | `plan-orchestrate` skill | Salvaged in #1766 with current manifest/catalog wiring. |CODE
MEDIUMdocs/stale-pr-salvage-ledger.md88| #1603 | Useful `/plan-orchestrate` work was already preserved in #1766 with current package/catalog metadata. |CODE
MEDIUMdocs/de-DE/README.md640| |-- orchestrate.md # /orchestrate - Bevorzuge dmux-workflows oder multi-workflowCODE
MEDIUMdocs/ru/README.md542| |-- autonomous-loops/ # Паттерны автономных циклов: sequential pipelines, PR loops, DAG orchestration (НОВCODE
MEDIUMdocs/ru/README.md567| |-- multi-backend.md # /multi-backend - Backend multi-service orchestration (НОВОЕ)CODE
MEDIUMdocs/ru/README.md568| |-- multi-frontend.md # /multi-frontend - Frontend multi-service orchestration (НОВОЕ)CODE
MEDIUMdocs/ru/README.md580| |-- orchestrate.md # /orchestrate - Предпочитайте dmux-workflows или multi-workflowCODE
MEDIUMdocs/ru/README.md631| |-- go-microservice-CLAUDE.md # Реальный Go microservice (gRPC + PostgreSQL)CODE
MEDIUMdocs/ru/README.md1301### Поддержка multi-agentCOMMENT
MEDIUMdocs/ja-JP/README.md966| |-- orchestrate.md # /orchestrate - dmux-workflows または multi-workflow を推奨CODE
MEDIUMdocs/ja-JP/the-openclaw-guide.md451* [OWASP エージェントアプリケーションのトップ 10 セキュリティリスク (2026)](https://genai.owasp.org/resource/owasp-top-10-for-agentic-applications-COMMENT
MEDIUMdocs/ja-JP/SECURITY.md101- **OWASP Agentic Applications Top 10**: [genai.owasp.org](https://genai.owasp.org/resource/owasp-top-10-for-agentic-appCODE
MEDIUMdocs/ja-JP/skills/flox-environments/SKILL.md488以下のスキルは、より深い統合のために[Flox Claude Codeプラグイン](https://github.com/flox/flox-agentic)の一部として利用可能です:STRING
MEDIUMdocs/ja-JP/skills/plan-orchestrate/SKILL.md7# plan-orchestrate - 日本語翻訳進行中COMMENT
MEDIUM⚡docs/ja-JP/skills/hexagonal-architecture/SKILL.md54### Step 3: Implement the use case with pure orchestrationCOMMENT
MEDIUMdocs/ja-JP/skills/agentic-os/SKILL.md249# ~/.config/systemd/user/agentic-daily-sync.serviceCOMMENT
MEDIUMdocs/ja-JP/skills/agentic-os/SKILL.md259# ~/.config/systemd/user/agentic-daily-sync.timerCOMMENT
MEDIUM⚡docs/zh-CN/the-security-guide.md177| OWASP Agentic Applications Top 10 | <https://genai.owasp.org/resource/owasp-top-10-for-agentic-applications-for-2026/>CODE
MEDIUM⚡docs/zh-CN/the-security-guide.md184| AI 网络犯罪激增 1500% | <https://www.hstoday.us/subject-matter-areas/cybersecurity/2026-global-threat-intelligence-report-hiCODE
MEDIUM⚡docs/zh-CN/the-security-guide.md186| Dark Reading: 智能体攻击面 | <https://www.darkreading.com/threat-intelligence/2026-agentic-ai-attack-surface-poster-child> |CODE
MEDIUM⚡docs/zh-CN/the-security-guide.md190| Agentic-Radar (SPLX-AI) | <https://github.com/splx-ai/agentic-radar> |CODE
MEDIUMdocs/zh-CN/the-security-guide.md202| NVIDIA: 沙盒化智能体工作流 | <https://developer.nvidia.com/blog/practical-security-guidance-for-sandboxing-agentic-workflows/> CODE
MEDIUMdocs/zh-CN/README.md461| |-- orchestrate.md # /orchestrate - 优先使用 dmux-workflows 或 multi-workflowCODE
MEDIUMdocs/zh-CN/the-openclaw-guide.md451* [OWASP 智能体应用十大安全风险 (2026)](https://genai.owasp.org/resource/owasp-top-10-for-agentic-applications-for-2026/) — Palo AlCOMMENT
MEDIUMdocs/zh-CN/SECURITY.md53* **OWASP Agentic Applications Top 10**:[genai.owasp.org](https://genai.owasp.org/resource/owasp-top-10-for-agentic-applCOMMENT
MEDIUMdocs/architecture/evaluator-rag-prototype.md1# Evaluator RAG PrototypeCOMMENT
MEDIUMdocs/es/SECURITY.md101- **OWASP Agentic Applications Top 10**: [genai.owasp.org](https://genai.owasp.org/resource/owasp-top-10-for-agentic-appCODE
MEDIUMdocs/tr/SECURITY.md53- **OWASP Agentic Applications Top 10**: [genai.owasp.org](https://genai.owasp.org/resource/owasp-top-10-for-agentic-appCODE
MEDIUMdocs/tr/agents/java-reviewer.md66### MEDIUM -- Workflow ve State Machine (ödeme / event-driven kod)COMMENT
MEDIUMpi/core/skills/docker-patterns/SKILL.md503# BAD: Using docker compose in production without orchestrationCOMMENT
MEDIUMpi/core/skills/rails-patterns/SKILL.md106# Good: controller orchestrates, service does the workCOMMENT
MEDIUMpi/core/skills/ecc-council/SKILL.md118### 5. Synthesize with bias guardrailsCOMMENT
MEDIUM⚡pi/core/skills/hexagonal-architecture/SKILL.md55### Step 3: Implement the use case with pure orchestrationCOMMENT
MEDIUMpi/core/skills/swift-protocol-di-testing/SKILL.md182- Using `#if DEBUG` conditionals instead of proper dependency injectionCODE
MEDIUMpi/core/skills/dotnet-patterns/SKILL.md3description: Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for builCODE
MEDIUM.codex/user-config.example.toml10# https://developers.openai.com/codex/multi-agentCOMMENT
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Unused Imports150 hits · 140 pts
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LOWecc_dashboard.py25CODE
LOWecc_dashboard.py27CODE
LOWtests/test_docs_governance_audit.py1CODE
LOW…gents/skills/docs-governance/scripts/markdown_links.py3CODE
LOW.agents/skills/docs-governance/scripts/audit-docs.py4CODE
LOWintegrations/aura/adapter.py23CODE
LOWintegrations/aura/__init__.py16CODE
LOWintegrations/aura/__init__.py16CODE
LOWintegrations/aura/__init__.py16CODE
LOWintegrations/aura/__init__.py16CODE
LOWintegrations/aura/__init__.py16CODE
LOWintegrations/aura/__init__.py16CODE
LOWintegrations/aura/__init__.py16CODE
LOWintegrations/aura/tests/test_adapter.py14CODE
LOWintegrations/aura/tests/fixtures.py9CODE
LOW…/core/skills/docs-governance/scripts/markdown_links.py3CODE
LOWpi/core/skills/docs-governance/scripts/audit-docs.py4CODE
LOWscripts/hooks/insaits-security-monitor.py62CODE
LOWscripts/lib/ecc_dashboard_runtime.py6CODE
LOWskills/delivery-gate/hooks/quality-gate.py10CODE
LOWskills/docs-governance/scripts/markdown_links.py3CODE
LOWskills/docs-governance/scripts/audit-docs.py4CODE
LOWskills/taste-application/tests/test_provenance.py9CODE
LOWskills/taste-application/tests/test_pack.py3CODE
LOWskills/taste-application/tests/test_providers.py3CODE
LOWskills/taste-application/tests/test_apply.py3CODE
LOWskills/taste-application/tests/test_schema.py8CODE
LOWskills/taste-application/tests/test_interview.py3CODE
LOWskills/taste-application/tests/test_distill.py3CODE
LOWskills/taste-application/tests/test_offline_fixture.py3CODE
LOWskills/taste-application/tests/test_timeline_export.py7CODE
LOWskills/taste-application/tests/test_media_utilities.py85CODE
LOWskills/taste-application/tests/test_cli.py3CODE
LOWskills/taste-application/scripts/forge.py20CODE
LOWskills/taste-application/scripts/falapi.py21CODE
LOWskills/taste-application/scripts/falapi.py27CODE
LOWskills/taste-application/scripts/falapi.py28CODE
LOWskills/taste-application/scripts/falapi.py30CODE
LOWskills/taste-application/scripts/blender_prop.py37CODE
LOWskills/taste-application/scripts/mint3d.py34CODE
LOWskills/taste-application/scripts/mint3d.py40CODE
LOWskills/taste-application/scripts/distill.py23CODE
LOWskills/taste-application/scripts/pipeline.py25CODE
LOWskills/taste-application/scripts/mint.py15CODE
LOWskills/taste-application/scripts/verify.py32CODE
LOWskills/taste-application/scripts/resolve_ingest.py34CODE
LOWskills/taste-application/scripts/apply.py33CODE
LOWskills/taste-application/scripts/tasteforge/pack.py19CODE
LOWskills/taste-application/scripts/tasteforge/timeline.py9CODE
LOWskills/taste-application/scripts/tasteforge/resolve.py9CODE
LOW…ills/taste-application/scripts/tasteforge/interview.py10CODE
LOWskills/taste-application/scripts/tasteforge/__init__.py16CODE
LOWskills/taste-application/scripts/tasteforge/export.py14CODE
LOW…ls/taste-application/scripts/tasteforge/integration.py8CODE
LOW…ills/taste-application/scripts/tasteforge/providers.py17CODE
LOWskills/taste-application/scripts/tasteforge/cli.py8CODE
LOWskills/taste-application/scripts/tasteforge/distill.py13CODE
LOWskills/taste-application/scripts/tasteforge/assets.py8CODE
LOWskills/taste-application/scripts/tasteforge/workflow.py8CODE
LOW…lls/taste-application/scripts/tasteforge/provenance.py15CODE
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Empty Error Handlers25 hits · 125 pts
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HIGHscripts/lib/ecc_dashboard_runtime.py19except Exception:CODE
HIGHscripts/lib/ecc_dashboard_runtime.py26except Exception:CODE
HIGHscripts/lib/ecc_dashboard_runtime.py31except Exception:CODE
HIGHskills/delivery-gate/hooks/quality-gate.py146except (json.JSONDecodeError, TypeError, OSError):CODE
HIGHskills/videodb/scripts/ws_listener.py73except OSError:CODE
HIGHskills/videodb/scripts/ws_listener.py263except asyncio.CancelledError:CODE
HIGHskills/taste-application/tests/test_distill.py82except distill.ProviderDisabledError:CODE
HIGHskills/taste-application/scripts/mint3d.py253except falapi.FalError:CODE
HIGHskills/taste-application/scripts/distill.py101except json.JSONDecodeError:CODE
HIGHskills/taste-application/scripts/resolve_ingest.py106except ImportError:CODE
HIGHskills/taste-application/scripts/resolve_ingest.py388except Exception:CODE
HIGHskills/taste-application/scripts/tasteforge/workflow.py273except FileNotFoundError:CODE
HIGHskills/taste-application/scripts/tasteforge/workflow.py328except ValueError:CODE
HIGHskills/taste-application/scripts/taste/render3d.py270except Exception:CODE
HIGHskills/taste-application/scripts/taste/cadence.py123except Exception:CODE
HIGHskills/taste-application/scripts/taste/grade.py724except OSError:CODE
HIGHskills/continuous-learning-v2/scripts/instinct-cli.py41except Exception:CODE
HIGHskills/continuous-learning-v2/scripts/instinct-cli.py261except (subprocess.TimeoutExpired, FileNotFoundError):CODE
HIGHskills/continuous-learning-v2/scripts/instinct-cli.py348except (subprocess.TimeoutExpired, FileNotFoundError):CODE
HIGHskills/continuous-learning-v2/scripts/instinct-cli.py1059except OSError:CODE
HIGHskills/continuous-learning-v2/scripts/instinct-cli.py1562except FileNotFoundError:CODE
HIGHskills/taste-distillation/scripts/distill.py101except json.JSONDecodeError:CODE
HIGHskills/taste-distillation/scripts/taste/render3d.py270except Exception:CODE
HIGHskills/taste-distillation/scripts/taste/cadence.py123except Exception:CODE
HIGHskills/taste-distillation/scripts/taste/grade.py724except OSError:CODE
Hallucination Indicators12 hits · 120 pts
SeverityFileLineSnippetContext
CRITICALdocs/ja-JP/skills/django-security/SKILL.md393from django.core.exceptions import ValidationErrorCODE
CRITICALdocs/ja-JP/skills/django-tdd/SKILL.md243from django.core.exceptions import ValidationErrorCODE
CRITICALdocs/zh-CN/skills/django-security/SKILL.md394from django.core.exceptions import ValidationErrorCODE
CRITICALdocs/zh-CN/skills/django-tdd/SKILL.md244from django.core.exceptions import ValidationErrorCODE
CRITICALpi/core/skills/django-security/SKILL.md396from django.core.exceptions import ValidationErrorCODE
CRITICALpi/core/skills/django-security/SKILL.md440from django.core.exceptions import ValidationErrorCODE
CRITICALpi/core/skills/django-tdd/SKILL.md245from django.core.exceptions import ValidationErrorCODE
CRITICAL.kiro/skills/django-security/SKILL.md394from django.core.exceptions import ValidationErrorCODE
CRITICALskills/django-security/SKILL.md396from django.core.exceptions import ValidationErrorCODE
CRITICALskills/django-security/SKILL.md440from django.core.exceptions import ValidationErrorCODE
CRITICALskills/taste-application/tests/test_media_utilities.py190 cc.DraftFolder.return_value.create_draft.return_value.save.assert_called_once()CODE
CRITICALskills/django-tdd/SKILL.md245from django.core.exceptions import ValidationErrorCODE
Excessive Try-Catch Wrapping103 hits · 116 pts
SeverityFileLineSnippetContext
MEDIUMecc_dashboard.py924def update_widget_colors(widget):CODE
LOW⚡ecc_dashboard.py927 except Exception:CODE
LOW⚡ecc_dashboard.py931 except Exception:CODE
LOW⚡ecc_dashboard.py937 except Exception:CODE
LOWecc_dashboard.py133 except Exception:CODE
LOWecc_dashboard.py207 except Exception:CODE
LOWecc_dashboard.py301 except Exception:CODE
LOWecc_dashboard.py365 except Exception:CODE
LOWecc_dashboard.py838 except Exception as exc:CODE
MEDIUMdocs/ja-JP/agents/python-reviewer.md351 print("Error occurred")CODE
LOWdocs/ja-JP/skills/videodb/SKILL.md181except Exception as e:CODE
LOWdocs/ja-JP/skills/videodb/reference/search.md46except Exception as e:CODE
LOWdocs/ja-JP/skills/redis-patterns/SKILL.md228except Exception:STRING
LOWdocs/ja-JP/skills/windows-desktop-e2e/SKILL.md171 except Exception:CODE
LOWdocs/ja-JP/skills/windows-desktop-e2e/SKILL.md187 except Exception as e:CODE
LOWdocs/ja-JP/skills/windows-desktop-e2e/SKILL.md202 except Exception:CODE
LOW⚡docs/ja-JP/skills/windows-desktop-e2e/SKILL.md274 except Exception:CODE
LOW⚡docs/ja-JP/skills/windows-desktop-e2e/SKILL.md281 except Exception:CODE
LOW⚡docs/ja-JP/skills/windows-desktop-e2e/SKILL.md441 except Exception:CODE
LOW⚡docs/ja-JP/skills/windows-desktop-e2e/SKILL.md446 except Exception:CODE
LOWdocs/ja-JP/skills/fastapi-patterns/SKILL.md164 except Exception:CODE
LOWdocs/ja-JP/skills/evm-token-decimals/SKILL.md72except Exception:CODE
LOWdocs/ja-JP/skills/python-patterns/SKILL.md462 except Exception as e:CODE
LOWdocs/zh-CN/skills/videodb/SKILL.md181except Exception as e:CODE
LOWdocs/zh-CN/skills/videodb/reference/search.md46except Exception as e:CODE
LOWdocs/zh-CN/skills/data-scraper-agent/SKILL.md506 except Exception as e:CODE
LOWdocs/zh-CN/skills/evm-token-decimals/SKILL.md72except Exception:CODE
LOWdocs/zh-CN/skills/python-patterns/SKILL.md463 except Exception as e:CODE
LOWdocs/es/skills/python-patterns/SKILL.md462 except Exception as e:CODE
LOWdocs/tr/skills/python-patterns/SKILL.md463 except Exception as e:CODE
LOWpi/core/skills/redis-patterns/SKILL.md229except Exception:STRING
LOWpi/core/skills/django-celery/SKILL.md329 except Exception as exc:CODE
LOWpi/core/skills/fastapi-patterns/SKILL.md183 except Exception:CODE
MEDIUM…/core/skills/agent-self-evaluation/scripts/evaluate.py373 print(f"Error: output file '{path}' not found", file=sys.stderr)CODE
MEDIUM…/core/skills/agent-self-evaluation/scripts/evaluate.py400 print("Error: no output to evaluate", file=sys.stderr)CODE
LOWpi/core/skills/python-patterns/SKILL.md464 except Exception as e:CODE
LOWscripts/hooks/insaits-security-monitor.py221 except Exception as exc: # Broad catch intentional: unknown SDK internalsCODE
LOW⚡scripts/lib/ecc_dashboard_runtime.py19 except Exception:CODE
LOW⚡scripts/lib/ecc_dashboard_runtime.py26 except Exception:CODE
LOW⚡scripts/lib/ecc_dashboard_runtime.py31 except Exception:CODE
LOW.kiro/skills/fastapi-patterns/SKILL.md164 except Exception:CODE
LOW.kiro/skills/python-patterns/SKILL.md91 except Exception:CODE
LOWskills/videodb/SKILL.md174except Exception as e:CODE
LOWskills/videodb/scripts/ws_listener.py163 except Exception as e:CODE
LOWskills/videodb/scripts/ws_listener.py207 except Exception as e:CODE
LOWskills/videodb/reference/search.md46except Exception as e:CODE
LOWskills/redis-patterns/SKILL.md229except Exception:STRING
LOWskills/data-scraper-agent/SKILL.md515 except Exception as e:CODE
LOWskills/windows-desktop-e2e/SKILL.md172 except Exception:CODE
LOWskills/windows-desktop-e2e/SKILL.md188 except Exception as e:CODE
LOWskills/windows-desktop-e2e/SKILL.md203 except Exception:CODE
LOW⚡skills/windows-desktop-e2e/SKILL.md275 except Exception:CODE
LOW⚡skills/windows-desktop-e2e/SKILL.md282 except Exception:CODE
LOWskills/windows-desktop-e2e/SKILL.md401 except Exception:CODE
LOW⚡skills/windows-desktop-e2e/SKILL.md503 except Exception:CODE
LOW⚡skills/windows-desktop-e2e/SKILL.md508 except Exception:CODE
LOWskills/taste-application/scripts/forge.py203 except Exception:CODE
LOW⚡skills/taste-application/scripts/falapi.py267 except Exception:CODE
LOW⚡skills/taste-application/scripts/falapi.py720 except Exception:CODE
LOWskills/taste-application/scripts/falapi.py240 except Exception: # pragma: no cover - defensiveCODE
43 more matches not shown…
Over-Commented Block117 hits · 108 pts
SeverityFileLineSnippetContext
LOW.trae/uninstall.sh1#!/bin/bashCOMMENT
LOW.trae/install.sh1#!/bin/bashCOMMENT
LOWdocker/gateguard-effectiveness/coverage.js1'use strict';COMMENT
LOW.opencode/plugins/ecc-hooks.ts221COMMENT
LOW.opencode/plugins/ecc-hooks.ts681 }COMMENT
LOWecc2/src/main.rs121 /// Task description for the agentCOMMENT
LOWecc2/src/main.rs141 #[arg(short, long)]COMMENT
LOWecc2/src/main.rs161 from_session: Option<String>,COMMENT
LOWecc2/src/main.rs181 },COMMENT
LOWecc2/src/main.rs201 worktree: WorktreePolicyArgs,COMMENT
LOWecc2/src/main.rs221 check: bool,COMMENT
LOWecc2/src/main.rs241 #[arg(short, long)]COMMENT
LOWecc2/src/main.rs261 #[arg(short, long)]COMMENT
LOWecc2/src/main.rs301 /// Show worktree status for all sessionsCOMMENT
LOWecc2/src/main.rs321 /// Emit machine-readable JSON instead of the human summaryCOMMENT
LOWecc2/src/main.rs361 /// The chosen decision or directionCOMMENT
LOWecc2/src/main.rs521 #[arg(short, long)]COMMENT
LOWecc2/src/main.rs561}COMMENT
LOWecc2/src/main.rs581 profile: Option<String>,COMMENT
LOWecc2/src/main.rs601 target_url: Option<String>,COMMENT
LOWecc2/src/main.rs621 project: Option<String>,COMMENT
LOWecc2/src/main.rs661#[derive(clap::Subcommand, Debug)]COMMENT
LOWecc2/src/main.rs681 #[arg(long)]COMMENT
LOWecc2/src/main.rs701 /// Preview detected jobs without creating ECC2 schedulesCOMMENT
LOWecc2/src/main.rs721 ImportEnv {COMMENT
LOWecc2/src/main.rs741 #[arg(long)]COMMENT
LOWecc2/src/main.rs761 /// Path to the legacy Hermes/OpenClaw workspace rootCOMMENT
LOWecc2/src/main.rs801 /// Short human summaryCOMMENT
LOWecc2/src/main.rs821 to: i64,COMMENT
LOWecc2/src/main.rs841 #[arg(long, default_value_t = 20)]COMMENT
LOWecc2/src/main.rs861 /// Optional source session ID or alias for provenanceCOMMENT
LOWecc2/src/main.rs881 details: Vec<String>,COMMENT
LOWecc2/src/main.rs901 #[arg(long)]COMMENT
LOWecc2/src/main.rs921 /// Maximum observations to retain per entity after compactionCOMMENT
LOWecc2/src/main.rs941 json: bool,COMMENT
LOWtests/lib/session-bridge.test.js141 // suffix; with concurrent writers it raced over a shared tmp path,COMMENT
LOWtests/skills/sanitizer-unreadable.test.js1// Regression coverage for the opensource-sanitizer Step 7 "Unreadable Files" pass.COMMENT
LOWworkflows/orch-review.workflow.js21// }COMMENT
LOWagents/opensource-sanitizer.md161```bashCOMMENT
LOWagents/performance-optimizer.md321# 1. Take heap snapshotCOMMENT
LOWdocs/ja-JP/agents/performance-optimizer.md321# 1. ヒープスナップショットを取得COMMENT
LOWdocs/ja-JP/skills/homelab-vlan-segmentation/SKILL.md281```COMMENT
LOWdocs/ja-JP/skills/git-workflow/SKILL.md301```COMMENT
LOWdocs/ja-JP/skills/rust-testing/SKILL.md361/// assert_eq!(add(-1, 1), 0);COMMENT
LOWdocs/ja-JP/skills/homelab-pihole-dns/SKILL.md241COMMENT
LOWdocs/zh-CN/skills/git-workflow/SKILL.md301git merge feature/user-auth --no-commit --no-ffCOMMENT
LOWdocs/zh-CN/skills/rust-testing/SKILL.md361/// assert_eq!(add(-1, 1), 0);COMMENT
LOWdocs/es/skills/docker-patterns/SKILL.md341docker network inspect <project>_defaultCOMMENT
LOWdocs/es/skills/rust-testing/SKILL.md361/// assert_eq!(add(-1, 1), 0);COMMENT
LOWdocs/tr/skills/docker-patterns/SKILL.md341docker network inspect <project>_defaultCOMMENT
LOWdocs/tr/skills/rust-testing/SKILL.md361/// assert_eq!(add(-1, 1), 0);COMMENT
LOWpi/core/skills/docker-patterns/SKILL.md501COMMENT
LOWpi/core/skills/git-workflow/SKILL.md301# Automatic merge failed; fix conflicts and then commit the result.COMMENT
LOWpi/core/skills/rust-testing/SKILL.md361/// assert_eq!(add(2, 3), 5);COMMENT
LOW.codex/user-config.example.toml1#:schema https://developers.openai.com/codex/config-schema.jsonCOMMENT
LOW.codex/user-config.example.toml81# [mcp_servers.fal-ai]COMMENT
LOW.codex/config.toml1#:schema https://developers.openai.com/codex/config-schema.jsonCOMMENT
LOWhooks/README.md121COMMENT
LOWscripts/gan-harness.sh1#!/bin/bashCOMMENT
LOWscripts/build-pi-core.js261// internal hostnames (localhost, docker service names like "api" or "db")COMMENT
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Fake / Example Data69 hits · 70 pts
SeverityFileLineSnippetContext
LOWtests/opencode-tools.test.js215 spawnSync("git", ["config", "user.email", "test@test.com"], { cwd: projectDir })CODE
LOWtests/test_taste_transport.py155 self.assertIn(b"placeholder", self.dest.read_bytes())CODE
LOWtests/hooks/detect-project-worktree.test.js178 GIT_AUTHOR_EMAIL: 'test@test.com',CODE
LOWtests/hooks/detect-project-worktree.test.js180 GIT_COMMITTER_EMAIL: 'test@test.com'CODE
LOWtests/hooks/detect-project-worktree.test.js252 GIT_AUTHOR_EMAIL: 'test@test.com',CODE
LOWtests/hooks/detect-project-worktree.test.js254 GIT_COMMITTER_EMAIL: 'test@test.com'CODE
LOWtests/hooks/observe-subdirectory-detection.test.js81 GIT_AUTHOR_EMAIL: 'test@test.com',CODE
LOWtests/hooks/observe-subdirectory-detection.test.js83 GIT_COMMITTER_EMAIL: 'test@test.com',CODE
LOWdocs/ja-JP/agents/e2e-runner.md42agent-browser fill @e2 "user@example.com" # 参照で入力を埋めるCODE
LOWdocs/ja-JP/agents/database-reviewer.md175SELECT email, name FROM users WHERE email = 'user@example.com';CODE
LOWdocs/ja-JP/rules/angular/testing.md147 cy.get('[data-cy=email]').type('user@example.com');CODE
LOWdocs/ja-JP/commands/go-test.md74 {"simple email", "user@example.com", false},CODE
LOW⚡docs/ja-JP/skills/kotlin-testing/SKILL.md73 validateEmail("user@example.com").shouldBeSuccess("user@example.com")CODE
LOWdocs/ja-JP/skills/csharp-testing/SKILL.md91[InlineData("user@example.com", true)]CODE
LOWdocs/ja-JP/skills/django-verification/SKILL.md145echo "from apps.users.models import User; User.objects.create_superuser('admin@example.com', 'admin')" | python manage.pCODE
LOWdocs/ja-JP/skills/fsharp-testing/SKILL.md119[<InlineData("user@example.com", true)>]CODE
LOWdocs/ja-JP/skills/django-tdd/SKILL.md124 email='admin@example.com',CODE
LOWdocs/ja-JP/skills/django-tdd/SKILL.md260 email='admin@example.com',CODE
LOWdocs/zh-CN/commands/cpp-test.md69 auto result = validate_email("user@example.com");CODE
LOWdocs/zh-CN/commands/go-test.md75 {"simple email", "user@example.com", false},CODE
LOW⚡docs/zh-CN/skills/kotlin-testing/SKILL.md73 validateEmail("user@example.com").shouldBeSuccess("user@example.com")CODE
LOWdocs/zh-CN/skills/csharp-testing/SKILL.md91[InlineData("user@example.com", true)]CODE
LOWdocs/zh-CN/skills/django-verification/SKILL.md158echo "from apps.users.models import User; User.objects.create_superuser('admin@example.com', 'admin')" | python manage.pCODE
LOWdocs/zh-CN/skills/django-tdd/SKILL.md125 email='admin@example.com',CODE
LOWdocs/zh-CN/skills/django-tdd/SKILL.md261 email='admin@example.com',CODE
LOWdocs/zh-TW/agents/e2e-runner.md42agent-browser fill @e2 "user@example.com" # 依 ref 填入輸入CODE
LOWdocs/zh-TW/agents/database-reviewer.md172SELECT email, name FROM users WHERE email = 'user@example.com';CODE
LOWdocs/ko-KR/commands/go-test.md74 {"단순 이메일", "user@example.com", false},CODE
LOWdocs/pt-BR/commands/go-test.md74 {"simple email", "user@example.com", false},CODE
LOWdocs/es/commands/go-test.md65 {"email simple", "user@example.com", false},CODE
LOWdocs/es/skills/kotlin-testing/SKILL.md73 validateEmail("user@example.com").shouldBeSuccess("user@example.com")CODE
LOWdocs/tr/commands/go-test.md74 {"basit e-posta", "user@example.com", false},CODE
LOWdocs/tr/skills/kotlin-testing/SKILL.md61 validateEmail("user@example.com").shouldBeSuccess("user@example.com")CODE
LOWpi/core/commands/cpp-test.md68 auto result = validate_email("user@example.com");CODE
LOWpi/core/commands/go-test.md74 {"simple email", "user@example.com", false},CODE
LOW⚡pi/core/skills/kotlin-testing/SKILL.md74 validateEmail("user@example.com").shouldBeSuccess("user@example.com")CODE
LOWpi/core/skills/csharp-testing/SKILL.md92[InlineData("user@example.com", true)]CODE
LOWpi/core/skills/react-testing/SKILL.md84 await user.type(screen.getByLabelText("Email"), "user@example.com");CODE
LOWpi/core/skills/react-testing/SKILL.md87 expect(onSubmit).toHaveBeenCalledWith({ email: "user@example.com" });CODE
LOWpi/core/skills/django-verification/SKILL.md155echo "from apps.users.models import User; User.objects.create_superuser('admin@example.com', 'admin')" | python manage.pCODE
LOW…ore/skills/angular-developer/references/e2e-testing.md29 cy.get('[data-cy=email]').type('user@example.com');CODE
LOW…ore/skills/angular-developer/references/e2e-testing.md44 await page.getByLabel('Email').fill('user@example.com');CODE
LOWpi/core/skills/fsharp-testing/SKILL.md120[<InlineData("user@example.com", true)>]CODE
LOWpi/core/skills/django-tdd/SKILL.md126 email='admin@example.com',CODE
LOWpi/core/skills/django-tdd/SKILL.md262 email='admin@example.com',CODE
LOWrules/angular/testing.md147 cy.get('[data-cy=email]').type('user@example.com');CODE
LOWrules/react/testing.md63 await user.type(screen.getByLabelText("Email"), "user@example.com");CODE
LOWrules/react/testing.md66 expect(handleSubmit).toHaveBeenCalledWith({ email: "user@example.com" });CODE
LOWcommands/cpp-test.md68 auto result = validate_email("user@example.com");CODE
LOWcommands/go-test.md74 {"simple email", "user@example.com", false},CODE
LOW.kiro/skills/python-testing/SKILL.md123 ("user@example.com", True),CODE
LOW.kiro/skills/python-testing/SKILL.md220 service.send("user@example.com", "Hello")CODE
LOW⚡.kiro/skills/kotlin-testing/SKILL.md73 validateEmail("user@example.com").shouldBeSuccess("user@example.com")CODE
LOW.kiro/skills/react-testing/SKILL.md83 await user.type(screen.getByLabelText("Email"), "user@example.com");CODE
LOW.kiro/skills/react-testing/SKILL.md86 expect(onSubmit).toHaveBeenCalledWith({ email: "user@example.com" });CODE
LOW.kiro/skills/golang-testing/SKILL.md33 email: "user@example.com",CODE
LOW.kiro/skills/golang-testing/SKILL.md166 email := "user@example.com"CODE
LOW⚡skills/kotlin-testing/SKILL.md74 validateEmail("user@example.com").shouldBeSuccess("user@example.com")CODE
LOWskills/csharp-testing/SKILL.md92[InlineData("user@example.com", true)]CODE
LOW…/continuous-learning-v2/scripts/test_parse_instinct.py215trigger: "placeholder"CODE
9 more matches not shown…
Cross-Language Confusion (JS/TS)11 hits · 65 pts
SeverityFileLineSnippetContext
HIGHtests/ci/agent-security-hardening-skill.test.js49print(json.dumps(results))CODE
HIGHtests/scripts/ecc-dashboard.test.js62print(json.dumps({'argv': argv, 'kwargs': kwargs}))CODE
HIGHtests/scripts/ecc-dashboard.test.js79print(json.dumps({'argv': argv, 'kwargs': kwargs}))CODE
HIGHtests/scripts/ecc-dashboard.test.js97 print(json.dumps({'error': str(exc)}))CODE
HIGHtests/scripts/ecc-dashboard.test.js129print(json.dumps(window.calls))CODE
HIGH⚡scripts/eval-harness.js72 print(harness.retrospective.groupCapsules(rest));CODE
HIGH⚡scripts/eval-harness.js77 print(result);CODE
HIGH⚡scripts/eval-harness.js81 print(harness.capsule.writeProjection(dir));CODE
HIGH⚡scripts/eval-harness.js86 print(harness.capsule.exportBundle(dir, rest[1]));CODE
HIGHscripts/eval-harness.js115 print(receipt);CODE
HIGHscripts/eval-harness.js125 print(result);CODE
Deep Nesting74 hits · 58 pts
SeverityFileLineSnippetContext
LOWecc_dashboard.py44CODE
LOWecc_dashboard.py108CODE
LOWecc_dashboard.py188CODE
LOWecc_dashboard.py237CODE
LOWtests/skills/test_approval_delivery_claims.py212CODE
LOW…gents/skills/docs-governance/scripts/markdown_links.py77CODE
LOW.agents/skills/docs-governance/scripts/audit-docs.py329CODE
LOW.agents/skills/docs-governance/scripts/audit-docs.py519CODE
LOW…/core/skills/docs-governance/scripts/markdown_links.py77CODE
LOWpi/core/skills/docs-governance/scripts/audit-docs.py329CODE
LOWpi/core/skills/docs-governance/scripts/audit-docs.py519CODE
LOWhooks/hermes/config-protection.py46CODE
LOWscripts/hooks/insaits-security-monitor.py95CODE
LOWskills/delivery-gate/hooks/quality-gate.py80CODE
LOWskills/delivery-gate/hooks/quality-gate.py129CODE
LOWskills/videodb/scripts/ws_listener.py78CODE
LOWskills/videodb/scripts/ws_listener.py147CODE
LOWskills/docs-governance/scripts/markdown_links.py77CODE
LOWskills/docs-governance/scripts/audit-docs.py329CODE
LOWskills/docs-governance/scripts/audit-docs.py519CODE
LOWskills/taste-application/tests/test_media_utilities.py398CODE
LOWskills/taste-application/scripts/forge.py49CODE
LOWskills/taste-application/scripts/falapi.py339CODE
LOWskills/taste-application/scripts/falapi.py377CODE
LOWskills/taste-application/scripts/falapi.py680CODE
LOWskills/taste-application/scripts/falapi.py738CODE
LOWskills/taste-application/scripts/falapi.py348CODE
LOWskills/taste-application/scripts/workflow_graphs.py62CODE
LOWskills/taste-application/scripts/workflow_graphs.py73CODE
LOWskills/taste-application/scripts/distill.py80CODE
LOWskills/taste-application/scripts/distill.py115CODE
LOWskills/taste-application/scripts/distill.py143CODE
LOWskills/taste-application/scripts/resolve_ingest.py250CODE
LOWskills/taste-application/scripts/resolve_ingest.py323CODE
LOWskills/taste-application/scripts/tasteforge/workflow.py59CODE
LOWskills/taste-application/scripts/tasteforge/workflow.py126CODE
LOWskills/taste-application/scripts/tasteforge/workflow.py523CODE
LOWskills/taste-application/scripts/tasteforge/workflow.py127CODE
LOWskills/taste-application/scripts/tasteforge/workflow.py197CODE
LOWskills/taste-application/scripts/tasteforge/contract.py37CODE
LOWskills/taste-application/scripts/tasteforge/contract.py94CODE
LOWskills/taste-application/scripts/tasteforge/contract.py117CODE
LOWskills/taste-application/scripts/tasteforge/contract.py173CODE
LOWskills/taste-application/scripts/tasteforge/contract.py307CODE
LOWskills/taste-application/scripts/tasteforge/schema.py36CODE
LOW…s/taste-application/scripts/tasteforge/media/glitch.py13CODE
LOW…s/taste-application/scripts/tasteforge/media/glitch.py100CODE
LOWskills/taste-application/scripts/taste/falapi.py339CODE
LOWskills/taste-application/scripts/taste/falapi.py377CODE
LOWskills/taste-application/scripts/taste/falapi.py680CODE
LOWskills/taste-application/scripts/taste/falapi.py738CODE
LOWskills/taste-application/scripts/taste/falapi.py348CODE
LOWskills/skill-comply/scripts/runner.py186CODE
LOWskills/skill-comply/scripts/report.py13CODE
LOWskills/continuous-learning-v2/scripts/instinct-cli.py286CODE
LOWskills/continuous-learning-v2/scripts/instinct-cli.py516CODE
LOWskills/continuous-learning-v2/scripts/instinct-cli.py570CODE
LOWskills/continuous-learning-v2/scripts/instinct-cli.py886CODE
LOWskills/continuous-learning-v2/scripts/instinct-cli.py1075CODE
LOWskills/continuous-learning-v2/scripts/instinct-cli.py1428CODE
14 more matches not shown…
Magic Placeholder Names11 hits · 50 pts
SeverityFileLineSnippetContext
HIGHtests/hooks/pre-bash-commit-quality.test.js464 for (const v of ['process.env.API_KEY', '${API_KEY}', '<YOUR_KEY>', 'REPLACE_ME', 'CHANGEME', 'YOUR_API_KEY', '']) {CODE
HIGHdocs/ja-JP/skills/x-api/SKILL.md53export X_API_KEY="your-api-key"CODE
HIGHdocs/ja-JP/skills/videodb/reference/api-reference.md11 api_key="your-api-key", # or set VIDEO_DB_API_KEY env varCODE
HIGHdocs/ja-JP/skills/flox-environments/SKILL.md318# 使用方法: API_KEY="<your-api-key>" flox activateSTRING
HIGHdocs/ja-JP/skills/nutrient-document-processing/SKILL.md142 "NUTRIENT_DWS_API_KEY": "YOUR_API_KEY",CODE
HIGHdocs/zh-CN/skills/x-api/SKILL.md53export X_API_KEY="your-api-key"CODE
HIGHdocs/zh-CN/skills/videodb/reference/api-reference.md11 api_key="your-api-key", # or set VIDEO_DB_API_KEY env varCODE
HIGHdocs/zh-CN/skills/nutrient-document-processing/SKILL.md143 "NUTRIENT_DWS_API_KEY": "YOUR_API_KEY",CODE
HIGHskills/videodb/reference/api-reference.md11 api_key="your-api-key", # or set VIDEO_DB_API_KEY env varCODE
HIGHskills/flox-environments/SKILL.md319# Use: API_KEY="<your-api-key>" flox activateSTRING
HIGHskills/nutrient-document-processing/SKILL.md146 "NUTRIENT_DWS_API_KEY": "YOUR_API_KEY",CODE
AI Slop Vocabulary13 hits · 38 pts
SeverityFileLineSnippetContext
MEDIUM⚡scripts/gan-harness.sh2# gan-harness.sh — GAN-Style Generator-Evaluator Harness OrchestratorCOMMENT
MEDIUM⚡scripts/gan-harness.sh5# https://www.anthropic.com/engineering/harness-design-long-running-appsCOMMENT
MEDIUM⚡scripts/gan-harness.sh8# ./scripts/gan-harness.sh "Build a music streaming dashboard"COMMENT
MEDIUM⚡scripts/gan-harness.sh9# GAN_MAX_ITERATIONS=10 GAN_PASS_THRESHOLD=8.0 ./scripts/gan-harness.sh "Build a Kanban board"COMMENT
MEDIUM.kiro/agents/architect.json15 "prompt": "You are a senior software architect specializing in scalable, maintainable system design.\n\n## Your Role\nCODE
MEDIUM.kiro/agents/tdd-guide.json16 "prompt": "You are a Test-Driven Development (TDD) specialist who ensures all code is developed test-first with compreCODE
MEDIUM⚡.kiro/agents/kotlin-reviewer.json15 "prompt": "You are a senior Kotlin and Android/KMP code reviewer ensuring idiomatic, safe, and maintainable code.\n\n#CODE
MEDIUM.kiro/agents/database-reviewer.json15 "prompt": "# Database Reviewer\n\nYou are an expert PostgreSQL database specialist focused on query optimization, scheCODE
MEDIUM.kiro/agents/e2e-runner.json16 "prompt": "# E2E Test Runner\n\nYou are an expert end-to-end testing specialist. Your mission is to ensure critical usCODE
MEDIUM.kiro/agents/fsharp-reviewer.json15 "prompt": "You are a senior F# code reviewer ensuring high standards of idiomatic functional F# code and best practiceCODE
MEDIUM.kiro/agents/harness-optimizer.json14 "prompt": "You are the harness optimizer.\n\n## Mission\n\nRaise agent completion quality by improving harness configuCODE
MEDIUM.kiro/agents/harness-optimizer.json14 "prompt": "You are the harness optimizer.\n\n## Mission\n\nRaise agent completion quality by improving harness configuCODE
MEDIUMskills/taste-application/scripts/verify.py94 # robust one and report an error that is really a definition mismatch.COMMENT
Redundant / Tautological Comments14 hits · 21 pts
SeverityFileLineSnippetContext
LOW.trae/uninstall.sh50 # Check if ~ was specified (or expanded to $HOME)COMMENT
LOW.trae/uninstall.sh57 # Check if we're already inside a .trae or .trae-cn directoryCOMMENT
LOW.trae/install.sh81 # Check if ~ was specified (or expanded to $HOME)COMMENT
LOW.trae/install.sh88 # Check if we're already inside a .trae or .trae-cn directoryCOMMENT
LOW⚡skills/continuous-learning-v2/agents/start-observer.sh14# start-observer.sh status # Check if observer is runningCOMMENT
LOWskills/continuous-learning-v2/agents/start-observer.sh181 # Check if observer is disabled in configCOMMENT
LOWskills/continuous-learning-v2/agents/start-observer.sh188 # Check if already runningCOMMENT
LOWskills/continuous-learning-v2/hooks/observe.sh261# Check if parsing succeededCOMMENT
LOWskills/continuous-learning-v2/hooks/observe.sh524 # Check if observer is now running after cleanupCOMMENT
LOWskills/continuous-learning-v2/scripts/instinct-cli.py1616 # Check if already globalCOMMENT
LOW.codebuddy/uninstall.sh39 # Check if ~ was specified (or expanded to $HOME)COMMENT
LOW.codebuddy/uninstall.sh46 # Check if we're already inside a .codebuddy directoryCOMMENT
LOW.codebuddy/install.sh91 # Check if ~ was specified (or expanded to $HOME)COMMENT
LOW.codebuddy/install.sh98 # Check if we're already inside a .codebuddy directoryCOMMENT
Verbosity Indicators11 hits · 19 pts
SeverityFileLineSnippetContext
LOWscripts/lib/project-detect.js373 // Step 1: Detect languagesCOMMENT
LOWscripts/lib/project-detect.js389 // Step 2: Detect frameworks based on markers and dependenciesCOMMENT
LOWscripts/lib/project-detect.js449 // Step 3: Determine primary typeCOMMENT
LOW.kiro/agents/chief-of-staff.json16 "prompt": "You are a personal chief of staff that manages all communication channels — email, Slack, LINE, Messenger, CODE
LOW⚡.kiro/agents/kotlin-reviewer.json15 "prompt": "You are a senior Kotlin and Android/KMP code reviewer ensuring idiomatic, safe, and maintainable code.\n\n#CODE
LOW⚡skills/skill-comply/scripts/run.py64 # Step 1: Generate compliance specCOMMENT
LOW⚡skills/skill-comply/scripts/run.py69 # Step 2: Generate scenariosCOMMENT
LOWskills/skill-comply/scripts/run.py91 # Step 3: Execute scenariosCOMMENT
LOWskills/skill-comply/scripts/run.py102 # Step 4: Generate reportCOMMENT
LOW⚡skills/skill-comply/scripts/grader.py127 # Step 1: LLM classifies all events in one batch callCOMMENT
LOW⚡skills/skill-comply/scripts/grader.py136 # Step 2: Check temporal ordering (deterministic)COMMENT
Modern Structural Boilerplate18 hits · 18 pts
SeverityFileLineSnippetContext
LOW⚡ecc_dashboard.py33logger = logging.getLogger(__name__)CODE
LOWintegrations/aura/adapter.py32__all__ = [CODE
LOWintegrations/aura/__init__.py26__all__ = [CODE
LOWskills/taste-application/scripts/tasteforge/pack.py27__all__ = ["StylePack", "load"]CODE
LOWskills/taste-application/scripts/tasteforge/timeline.py13__all__ = [CODE
LOW…ills/taste-application/scripts/tasteforge/interview.py18__all__ = ["Question", "QUESTIONS", "conduct"]CODE
LOWskills/taste-application/scripts/tasteforge/__init__.py20__all__ = [CODE
LOW⚡skills/taste-application/scripts/tasteforge/export.py31__all__ = [CODE
LOWskills/taste-application/scripts/tasteforge/distill.py21__all__ = [CODE
LOWskills/taste-application/scripts/tasteforge/apply.py22__all__ = ["ProviderDisabledError", "apply_local", "apply_generate", "plan_shots"]CODE
LOWskills/taste-application/scripts/taste/timeline.py43__all__ = [CODE
LOWskills/skill-comply/tests/test_runner.py167 def _set_home(monkeypatch: pytest.MonkeyPatch, home: str) -> None:CODE
LOWskills/skill-comply/scripts/run.py19logger = logging.getLogger(__name__)CODE
LOWskills/skill-comply/scripts/runner.py102def _setup_sandbox(sandbox_dir: Path, scenario: Scenario) -> None:CODE
LOWskills/skill-comply/scripts/classifier.py10logger = logging.getLogger(__name__)CODE
LOWskills/continuous-learning-v2/scripts/instinct-cli.py431def _update_registry(pid: str, pname: str, proot: str, premote: str) -> None:CODE
LOWskills/taste-distillation/scripts/taste/timeline.py43__all__ = [CODE
LOWsrc/llm/tools/executor.py21logger = logging.getLogger(__name__)CODE
Example Usage Blocks10 hits · 16 pts
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LOW.trae/uninstall.sh6# Usage:COMMENT
LOW.trae/install.sh6# Usage:COMMENT
LOW⚡scripts/gan-harness.sh7# Usage:COMMENT
LOWscripts/codex/install-global-git-hooks.sh5# Usage:COMMENT
LOW.kiro/install.sh6# Usage:COMMENT
LOWskills/ios-icon-gen/scripts/iconify_gen.sh6# Usage:COMMENT
LOW⚡skills/continuous-learning-v2/agents/start-observer.sh10# Usage:COMMENT
LOWskills/frontend-slides/scripts/export-pdf.sh4# Usage:COMMENT
LOW.codebuddy/uninstall.sh6# Usage:COMMENT
LOW.codebuddy/install.sh6# Usage:COMMENT
Synthetic Comment Markers2 hits · 10 pts
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HIGH.kiro/agents/code-reviewer.json15 "prompt": "You are a senior code reviewer ensuring high standards of code quality and security.\n\n## Review Process\nCODE
HIGH.kiro/agents/code-reviewer.json15 "prompt": "You are a senior code reviewer ensuring high standards of code quality and security.\n\n## Review Process\nCODE
Self-Referential Comments2 hits · 8 pts
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MEDIUM⚡…/continuous-learning-v2/scripts/test_parse_instinct.py735 # Create a project dir with instinctsCOMMENT
MEDIUMskills/frontend-slides/scripts/export-pdf.sh369# Create a minimal package.json so npm install worksCOMMENT
AI Structural Patterns6 hits · 6 pts
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LOWskills/taste-application/scripts/forge.py49CODE
LOWskills/taste-application/scripts/mint3d.py87CODE
LOWskills/taste-application/scripts/apply.py284CODE
LOW…s/taste-application/scripts/tasteforge/media/stills.py37CODE
LOWskills/taste-application/scripts/taste/grade.py397CODE
LOWskills/taste-distillation/scripts/taste/grade.py397CODE
TODO Padding4 hits · 5 pts
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LOWdocker/context-profiles/complex-corpus-v2.json63 "src/cli.js": "'use strict';\n\n// TODO: implement per README. The contract is run(argv, state) -> { code, stdout, sCODE
LOWdocker/context-profiles/complex-corpus-v2.json79 "src/selector.js": "'use strict';\n\n// TODO: implement per README. Known vector: name() -> 0x06fdde03.\nfunction fuCODE
LOW…plex-eval/cases2/keccak-selector/files/src/selector.js3// TODO: implement per README. Known vector: name() -> 0x06fdde03.COMMENT
LOW…rofiles/complex-eval/cases2/forge-cli/files/src/cli.js3// TODO: implement per README. The contract is run(argv, state) -> { code, stdout, stderr }.COMMENT