3.4

Adjusted Signal

3.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

3.3K

Stars

JavaScript

Language

103.0K

Lines of Code

2.7K

Files

206

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 13.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 180 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 15 finding(s).

Agent Over-Engineering Ratio 1.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 15 finding(s).

PR Review Velocity Impact 18.5/100 · LOW

Which changes need focused human review? 206 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 0HIGH 1MEDIUM 105LOW 100

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 206 distinct pattern matches across 8 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.

AI Slop Vocabulary57 hits · 121 pts

Severity	File	Line	Snippet	Context
MEDIUM	package-lock.json	6726	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
MEDIUM	.codex/config.template.toml	63	# harness, and verify with `printenv NEO_MCP_REMOTE_TOKEN` in that same shell.	COMMENT
MEDIUM	.codex/config.template.toml	64	# A GUI-launched harness inherits its environment from launchd rather than from a	COMMENT
MEDIUM	…tal/resources/data/tickets/backlog/active-chunk-8.json	1	[{"id":"15751","parentId":"Backlog/active-chunk-8","title":"Validate DevIndex budget across three scheduled runs"},{"id"	CODE
MEDIUM	…tal/resources/data/tickets/backlog/active-chunk-4.json	1	[{"id":"14930","parentId":"Backlog/active-chunk-4","title":"Human-drag showcase beat + dock-guide affordance polish pass	CODE
MEDIUM	…tal/resources/data/tickets/backlog/active-chunk-5.json	1	[{"id":"15149","parentId":"Backlog/active-chunk-5","title":"Measure community-activity shadow coverage and cost"},{"id":	CODE
MEDIUM	…tal/resources/data/tickets/backlog/active-chunk-9.json	1	[{"id":"15945","parentId":"Backlog/active-chunk-9","title":"Vessel pane is dark but UNSKINNED — pane rules still scoped	CODE
MEDIUM	…tal/resources/data/tickets/backlog/active-chunk-2.json	1	[{"id":"14582","parentId":"Backlog/active-chunk-2","title":"record_turn_presence: output schema rejects its own action=s	CODE
MEDIUM	…al/resources/data/tickets/backlog/active-chunk-14.json	1	[{"id":"16882","parentId":"Backlog/active-chunk-14","title":"Every daemon reports a crash as success: uncaughtException	CODE
MEDIUM	…al/resources/data/tickets/backlog/active-chunk-18.json	1	[{"id":"17621","parentId":"Backlog/active-chunk-18","title":"Land devindex tenant AC receipts on the local deployment"},	CODE
MEDIUM	…tal/resources/data/tickets/backlog/active-chunk-7.json	1	[{"id":"15555","parentId":"Backlog/active-chunk-7","title":"Prove macOS denied-permission tear-out fallback and matrix-r	CODE
MEDIUM	…rces/data/tickets/v13-0-0/archive-v13-0-0-chunk-7.json	1	[{"id":"10677","parentId":"v13.0.0/archive-v13-0-0-chunk-7","title":"Claude Desktop terminal-restart + prompt-injection	CODE
MEDIUM	…rces/data/tickets/v13-0-0/archive-v13-0-0-chunk-6.json	1	[{"id":"10467","parentId":"v13.0.0/archive-v13-0-0-chunk-6","title":"Bridge daemon wake delivery keystroke-injects into	CODE
MEDIUM	…ces/data/tickets/v13-0-0/archive-v13-0-0-chunk-15.json	1	[{"id":"12449","parentId":"v13.0.0/archive-v13-0-0-chunk-15","title":"Typed calibration loop (operator-overturns logged	CODE
MEDIUM	…ces/data/tickets/v13-0-0/archive-v13-0-0-chunk-10.json	1	[{"id":"11313","parentId":"v13.0.0/archive-v13-0-0-chunk-10","title":"Per-file size caps + atlas-monolith detection in s	CODE
MEDIUM	…ces/data/tickets/v13-0-0/archive-v13-0-0-chunk-11.json	1	[{"id":"11533","parentId":"v13.0.0/archive-v13-0-0-chunk-11","title":"Codify \"PR Diff === PR Body\" mental model in AGE	CODE
MEDIUM	…rces/data/tickets/v13-0-0/archive-v13-0-0-chunk-5.json	1	[{"id":"10276","parentId":"v13.0.0/archive-v13-0-0-chunk-5","title":"ideation-sandbox: add pre-authoring adjacency sweep	CODE
MEDIUM⚡	…rces/data/tickets/v13-0-0/archive-v13-0-0-chunk-4.json	1	[{"id":"10096","parentId":"v13.0.0/archive-v13-0-0-chunk-4","title":"[bug] GraphqlService.query discards partial data wh	CODE
MEDIUM	…rces/data/tickets/v13-0-0/archive-v13-0-0-chunk-8.json	1	[{"id":"10869","parentId":"v13.0.0/archive-v13-0-0-chunk-8","title":"Mandate A2A notifications for ANY lifecycle event i	CODE
MEDIUM⚡	…ces/data/tickets/v13-0-0/archive-v13-0-0-chunk-17.json	1	[{"id":"12922","parentId":"v13.0.0/archive-v13-0-0-chunk-17","title":"Flip @neo-fable-clio participationStatus to active	CODE
MEDIUM	…rces/data/tickets/v13-1-0/archive-v13-1-0-chunk-6.json	1	[{"id":"14112","parentId":"v13.1.0/archive-v13-1-0-chunk-6","title":"Data-integrity diagnostics runner unit: coverage-wi	CODE
MEDIUM	…rces/data/tickets/v13-1-0/archive-v13-1-0-chunk-7.json	1	[{"id":"14321","parentId":"v13.1.0/archive-v13-1-0-chunk-7","title":"docs(benefits): refresh AgentMemory.md + DeployingT	CODE
MEDIUM	…rces/data/tickets/v13-1-0/archive-v13-1-0-chunk-2.json	1	[{"id":"13275","parentId":"v13.1.0/archive-v13-1-0-chunk-2","title":"assertExpectedIdentity: emit a stable machine code	CODE
MEDIUM	…rces/data/tickets/v13-1-0/archive-v13-1-0-chunk-3.json	1	[{"id":"13491","parentId":"v13.1.0/archive-v13-1-0-chunk-3","title":"Accounts keeper-view: fleet agent-identity setup (p	CODE
MEDIUM	…rces/data/tickets/v13-1-0/archive-v13-1-0-chunk-8.json	1	[{"id":"14557","parentId":"v13.1.0/archive-v13-1-0-chunk-8","title":"tooling(docs): make mermaid render-verify actually	CODE
MEDIUM	…rces/data/tickets/v13-1-0/archive-v13-1-0-chunk-4.json	1	[{"id":"13710","parentId":"v13.1.0/archive-v13-1-0-chunk-4","title":"friction→gold: mechanical pre-push branch-freshness	CODE
MEDIUM	…es/data/discussions/ideas/archive-v13-0-0-chunk-1.json	1	[{"id":"12669","parentId":"Ideas/archive-v13-0-0-chunk-1","state":"closed","title":"Chronological / temporal memory reca	CODE
MEDIUM	…l/resources/data/discussions/ideas/active-chunk-2.json	1	[{"id":"17782","parentId":"Ideas/active-chunk-2","state":"open","title":"The split runway: substrate before code, receiv	CODE
MEDIUM	…es/data/discussions/ideas/archive-v13-1-0-chunk-1.json	1	[{"id":"14422","parentId":"Ideas/archive-v13-1-0-chunk-1","state":"closed","title":"The concept graph becomes load-beari	CODE
MEDIUM⚡	…l/resources/data/discussions/ideas/active-chunk-1.json	1	[{"id":"15200","parentId":"Ideas/active-chunk-1","state":"open","title":"Evolve cls and wrapperCls into object-shaped co	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-7.json	1	[{"id":"11497","parentId":"v13.0.0/archive-v13-0-0-chunk-7","title":"feat(ai): CI PR-body lint for pull-request skill ad	CODE
MEDIUM⚡	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-6.json	1	[{"id":"11276","parentId":"v13.0.0/archive-v13-0-0-chunk-6","title":"feat(github-workflow): atomic PR review create/upda	CODE
MEDIUM⚡	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-1.json	1	[{"id":"12966","parentId":"v13.0.0/archive-v13-0-0-chunk-1","title":"fix(release): publish.mjs commits bypass pre-commit	CODE
MEDIUM	…urces/data/pulls/v13-0-0/archive-v13-0-0-chunk-12.json	1	[{"id":"12485","parentId":"v13.0.0/archive-v13-0-0-chunk-12","title":"feat(agentos): agentIdentity scope param for get_a	CODE
MEDIUM	…urces/data/pulls/v13-0-0/archive-v13-0-0-chunk-13.json	1	[{"id":"12653","parentId":"v13.0.0/archive-v13-0-0-chunk-13","title":"feat(ai): real GitLab MergeRequestService — MR ops	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-3.json	1	[{"id":"10588","parentId":"v13.0.0/archive-v13-0-0-chunk-3","title":"fix(docs): correct §6 boot-summarization claim in A	CODE
MEDIUM	…urces/data/pulls/v13-0-0/archive-v13-0-0-chunk-10.json	1	[{"id":"12099","parentId":"v13.0.0/archive-v13-0-0-chunk-10","title":"fix(ai): delegate Sandman runner to REM cycle (#12	CODE
MEDIUM	…urces/data/pulls/v13-0-0/archive-v13-0-0-chunk-11.json	1	[{"id":"12306","parentId":"v13.0.0/archive-v13-0-0-chunk-11","title":"feat(portal): activate chunked tickets tree (#1230	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-2.json	1	[{"id":"12961","parentId":"v13.0.0/archive-v13-0-0-chunk-2","title":"fix: pin header toolbar scroll extent during column	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-5.json	1	[{"id":"11044","parentId":"v13.0.0/archive-v13-0-0-chunk-5","title":"refactor(ai): extract ProcessSupervisorService from	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-4.json	1	[{"id":"10831","parentId":"v13.0.0/archive-v13-0-0-chunk-4","title":"docs(agentos): audit MCP env-var substrate (#10824)	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-8.json	1	[{"id":"11704","parentId":"v13.0.0/archive-v13-0-0-chunk-8","title":"feat(kb): add Phase 2E tenant config storage (#1163	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-8.json	1	[{"id":"16318","parentId":"Latest/active-chunk-8","title":"feat(memory-core): report whether a seat holds a deliverable	CODE
MEDIUM	…ortal/resources/data/pulls/latest/active-chunk-10.json	1	[{"id":"16807","parentId":"Latest/active-chunk-10","title":"feat(ai): the deployment-state snapshot carries the revision	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-4.json	1	[{"id":"15472","parentId":"Latest/active-chunk-4","title":"refactor(fleet): enforce single-class toggles (#15201)"},{"id	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-5.json	1	[{"id":"15685","parentId":"Latest/active-chunk-5","title":"fix(ai): explicit JsonValue union for call_method args (#1567	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-2.json	1	[{"id":"15046","parentId":"Latest/active-chunk-2","title":"fix(codex): make shared context resident-neutral (#15045)"},{	CODE
MEDIUM	…ortal/resources/data/pulls/latest/active-chunk-14.json	1	[{"id":"17709","parentId":"Latest/active-chunk-14","title":"test(backup): a bundle folder no longer stands in for the ex	CODE
MEDIUM	…ortal/resources/data/pulls/latest/active-chunk-15.json	1	[{"id":"17803","parentId":"Latest/active-chunk-15","title":"The enforcement read-back names what was observed, not a hea	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-1.json	1	[{"id":"14861","parentId":"Latest/active-chunk-1","title":"docs(roadmap): focus v13.2 on engineering surfaces (#14842)"}	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-6.json	1	[{"id":"15889","parentId":"Latest/active-chunk-6","title":"fix(#15886): settle the KB server spec's boot before destroy,	CODE
MEDIUM	…ortal/resources/data/pulls/latest/active-chunk-12.json	1	[{"id":"17253","parentId":"Latest/active-chunk-12","title":"feat(build): the npm package stops shipping the DevIndex cor	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-7.json	1	[{"id":"16104","parentId":"Latest/active-chunk-7","title":"docs(agentos): bound incident falsifiers (#16076)"},{"id":"16	CODE
MEDIUM	…ources/data/pulls/v13-1-0/archive-v13-1-0-chunk-7.json	1	[{"id":"14457","parentId":"v13.1.0/archive-v13-1-0-chunk-7","title":"feat(build): add refspec-safe agent push wrapper (#	CODE
MEDIUM	…ources/data/pulls/v13-1-0/archive-v13-1-0-chunk-1.json	1	[{"id":"14556","parentId":"v13.1.0/archive-v13-1-0-chunk-1","title":"docs(release): v13.1 notes cut-prep — banner out, T	CODE
MEDIUM	…ources/data/pulls/v13-1-0/archive-v13-1-0-chunk-2.json	1	[{"id":"13385","parentId":"v13.1.0/archive-v13-1-0-chunk-2","title":"feat(memory-core): archiveMemoriesByAgentIdentity t	CODE
MEDIUM	…ources/data/pulls/v13-1-0/archive-v13-1-0-chunk-3.json	1	[{"id":"13591","parentId":"v13.1.0/archive-v13-1-0-chunk-3","title":"fix(wake): give Codex submit popovers time to settl	CODE

Modern AI Meta-Vocabulary37 hits · 84 pts

Severity	File	Line	Snippet	Context
MEDIUM	ROADMAP.md	45	- The rest of Grid Multi-Body ([#9486](https://github.com/neomjs/neo/issues/9486)): cross-window SubGrid detachment	CODE
MEDIUM	learn/agentos/AGENTS_ATLAS.md	32	- Empirical anchors: Original 5 anchors from #10469 (2026-04-28 panic-test retrospective: Cursor speculation #10411;	CODE
MEDIUM	…s/decisions/0018-neo-identity-source-of-truth-model.md	130	- OD-4 — The structure after the split. DECIDED (operator @tobiu, 2026-10-11). The repository split moved the Agent	CODE
MEDIUM	learn/blog/where-an-agent-institution-sits.md	11	The numbers behind that feeling are public. MIT's Project NANDA found that about 95 % of the organisations it studied ha	CODE
MEDIUM	learn/blog/where-an-agent-institution-sits.md	31	\| Agent-only societies \| [Moltbook](https://spectrum.ieee.org/moltbook-agentic-ai-agents-openclaw), populated by Ope	CODE
MEDIUM	learn/guides/testing/UnitTesting.md	161	unitTestMode : true, // Enable test guardrails	CODE
MEDIUM	.agents/workflows/agent-harness.md	7	1. Read the concept anchor: [ADR 0020, the Agent Harness concept](https://github.com/neomjs/neo-agent-institution/bl	CODE
MEDIUM	…tal/resources/data/tickets/backlog/active-chunk-2.json	1	[{"id":"14582","parentId":"Backlog/active-chunk-2","title":"record_turn_presence: output schema rejects its own action=s	CODE
MEDIUM	…tal/resources/data/tickets/backlog/active-chunk-7.json	1	[{"id":"15555","parentId":"Backlog/active-chunk-7","title":"Prove macOS denied-permission tear-out fallback and matrix-r	CODE
MEDIUM	…rces/data/tickets/v12-0-0/archive-v12-0-0-chunk-3.json	1	[{"id":"9225","parentId":"v12.0.0/archive-v12-0-0-chunk-3","title":"Handle GitHub IP allow list errors gracefully in Upd	CODE
MEDIUM	…ces/data/tickets/v13-0-0/archive-v13-0-0-chunk-14.json	1	[{"id":"12204","parentId":"v13.0.0/archive-v13-0-0-chunk-14","title":"Epic: Portal news — PR + Discussion views & chunke	CODE
MEDIUM	…ces/data/tickets/v13-0-0/archive-v13-0-0-chunk-13.json	1	[{"id":"11995","parentId":"v13.0.0/archive-v13-0-0-chunk-13","title":"Sub-ii: 3-signal wake derivation + orchestrator-lo	CODE
MEDIUM	…rces/data/tickets/v13-0-0/archive-v13-0-0-chunk-2.json	1	[{"id":"9761","parentId":"v13.0.0/archive-v13-0-0-chunk-2","title":"Stabilize AI Provider Networking and Add Database Ex	CODE
MEDIUM⚡	…rces/data/tickets/v13-0-0/archive-v13-0-0-chunk-4.json	1	[{"id":"10096","parentId":"v13.0.0/archive-v13-0-0-chunk-4","title":"[bug] GraphqlService.query discards partial data wh	CODE
MEDIUM⚡	…rces/data/tickets/v13-0-0/archive-v13-0-0-chunk-4.json	1	[{"id":"10096","parentId":"v13.0.0/archive-v13-0-0-chunk-4","title":"[bug] GraphqlService.query discards partial data wh	CODE
MEDIUM⚡	…ces/data/tickets/v13-0-0/archive-v13-0-0-chunk-17.json	1	[{"id":"12922","parentId":"v13.0.0/archive-v13-0-0-chunk-17","title":"Flip @neo-fable-clio participationStatus to active	CODE
MEDIUM⚡	…ces/data/tickets/v13-0-0/archive-v13-0-0-chunk-17.json	1	[{"id":"12922","parentId":"v13.0.0/archive-v13-0-0-chunk-17","title":"Flip @neo-fable-clio participationStatus to active	CODE
MEDIUM	…rces/data/tickets/v13-1-0/archive-v13-1-0-chunk-8.json	1	[{"id":"14557","parentId":"v13.1.0/archive-v13-1-0-chunk-8","title":"tooling(docs): make mermaid render-verify actually	CODE
MEDIUM	…rces/data/tickets/v13-1-0/archive-v13-1-0-chunk-5.json	1	[{"id":"13910","parentId":"v13.1.0/archive-v13-1-0-chunk-5","title":"Accept documented Micro-Delta PR reviews across MCP	CODE
MEDIUM	…es/data/tickets/v11-19-0/archive-v11-19-0-chunk-1.json	1	[{"id":"8438","parentId":"v11.19.0/archive-v11-19-0-chunk-1","title":"Remove redundant name field from Release Index and	CODE
MEDIUM	…es/data/discussions/ideas/archive-v13-0-0-chunk-1.json	1	[{"id":"12669","parentId":"Ideas/archive-v13-0-0-chunk-1","state":"closed","title":"Chronological / temporal memory reca	CODE
MEDIUM⚡	…l/resources/data/discussions/ideas/active-chunk-1.json	1	[{"id":"15200","parentId":"Ideas/active-chunk-1","state":"open","title":"Evolve cls and wrapperCls into object-shaped co	CODE
MEDIUM⚡	…l/resources/data/discussions/ideas/active-chunk-1.json	1	[{"id":"15200","parentId":"Ideas/active-chunk-1","state":"open","title":"Evolve cls and wrapperCls into object-shaped co	CODE
MEDIUM	…urces/data/pulls/v13-0-0/archive-v13-0-0-chunk-14.json	1	[{"id":"12690","parentId":"v13.0.0/archive-v13-0-0-chunk-14","title":"fix(ai): defer wake digest flush during heavy Grap	CODE
MEDIUM⚡	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-6.json	1	[{"id":"11276","parentId":"v13.0.0/archive-v13-0-0-chunk-6","title":"feat(github-workflow): atomic PR review create/upda	CODE
MEDIUM⚡	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-6.json	1	[{"id":"11276","parentId":"v13.0.0/archive-v13-0-0-chunk-6","title":"feat(github-workflow): atomic PR review create/upda	CODE
MEDIUM⚡	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-1.json	1	[{"id":"12966","parentId":"v13.0.0/archive-v13-0-0-chunk-1","title":"fix(release): publish.mjs commits bypass pre-commit	CODE
MEDIUM⚡	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-1.json	1	[{"id":"12966","parentId":"v13.0.0/archive-v13-0-0-chunk-1","title":"fix(release): publish.mjs commits bypass pre-commit	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-3.json	1	[{"id":"10588","parentId":"v13.0.0/archive-v13-0-0-chunk-3","title":"fix(docs): correct §6 boot-summarization claim in A	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-9.json	1	[{"id":"11918","parentId":"v13.0.0/archive-v13-0-0-chunk-9","title":"feat(orchestrator): wire MBS via Class B propagatio	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-5.json	1	[{"id":"11044","parentId":"v13.0.0/archive-v13-0-0-chunk-5","title":"refactor(ai): extract ProcessSupervisorService from	CODE
MEDIUM	…ources/data/pulls/v13-0-0/archive-v13-0-0-chunk-8.json	1	[{"id":"11704","parentId":"v13.0.0/archive-v13-0-0-chunk-8","title":"feat(kb): add Phase 2E tenant config storage (#1163	CODE
MEDIUM	…ources/data/pulls/v11-0-0/archive-v11-0-0-chunk-1.json	1	[{"id":"7717","parentId":"v11.0.0/archive-v11-0-0-chunk-1","title":"handles gh absence and ENOENT in HealthService; add	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-5.json	1	[{"id":"15685","parentId":"Latest/active-chunk-5","title":"fix(ai): explicit JsonValue union for call_method args (#1567	CODE
MEDIUM	…ortal/resources/data/pulls/latest/active-chunk-11.json	1	[{"id":"17005","parentId":"Latest/active-chunk-11","title":"test(lifecycle): a fail-closed acceptance gate for the two d	CODE
MEDIUM	…portal/resources/data/pulls/latest/active-chunk-6.json	1	[{"id":"15889","parentId":"Latest/active-chunk-6","title":"fix(#15886): settle the KB server spec's boot before destroy,	CODE
MEDIUM	…ources/data/pulls/v13-1-0/archive-v13-1-0-chunk-7.json	1	[{"id":"14457","parentId":"v13.1.0/archive-v13-1-0-chunk-7","title":"feat(build): add refspec-safe agent push wrapper (#	CODE

Over-Commented Block66 hits · 65 pts

Severity	File	Line	Snippet	Context
LOW	learn/guides/testing/WhiteboxE2E.md	81		COMMENT
LOW	resources/scss/_motion.scss	1	// The product motion vocabulary — the ONLY sanctioned duration/easing source for	COMMENT
LOW	…es/scss/theme-neo-dark/dashboard/_preview-accents.scss	1	// The accept/reject/signal accent family (dark), shared by BOTH dashboard values sheets.	COMMENT
LOW	resources/scss/theme-neo-dark/dashboard/Container.scss	1	// The dock VALUES layer (dark): colors for the token family that	COMMENT
LOW	…theme-neo-dark/dashboard/dock/interaction/Preview.scss	1	// The dock VALUES layer (dark): colors for the preview-affordance token family that	COMMENT
LOW	…s/scss/theme-neo-light/dashboard/_preview-accents.scss	1	// The accept/reject/signal accent family (light), shared by BOTH dashboard values sheets.	COMMENT
LOW	resources/scss/theme-neo-light/dashboard/Container.scss	1	// The dock VALUES layer (light): colors for the token family that	COMMENT
LOW	…heme-neo-light/dashboard/dock/interaction/Preview.scss	1	// The dock VALUES layer (light): colors for the preview-affordance token family that	COMMENT
LOW	resources/scss/src/Global.scss	1	@use "global/all";	COMMENT
LOW	resources/scss/src/Global.scss	141	// drag target until the physical gesture ends — ordinary mouseup, or the gesture's own move	COMMENT
LOW	resources/scss/src/Global.scss	161	// whose legitimate target IS the iframe opts out per element. The rail reveal's frame shield in	COMMENT
LOW	resources/scss/src/tab/Container.scss	1	.neo-tab-container {	COMMENT
LOW	resources/scss/src/tab/Container.scss	61	// These rules are at FILE scope rather than nested under `.neo-tab-container` on purpose: a drag	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	1	.neo-dashboard {	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	21	--dock-transition-duration-fast: var(--motion-fast, 120ms);	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	41	// sets nothing must still get a findable drag target — an invisible splitter is the	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	81	// tab is navigation, not an action, and must not arrive wearing the generic button's slab.	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	101	// The strip's cross-axis extent, and the ONE source for it. This value was a `14px`	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	121	// active state; a rail whose surface is transparent still reads as navigation because the	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	141		COMMENT
LOW	resources/scss/src/dashboard/Container.scss	181	// ─────────────────────────────────────────────────────────────────────────────────────	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	281	&.neo-dashboard-dock-reveal-overlay-bottom > .neo-dashboard-dock-reveal-header,	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	521	// Scoped to 0,4,0 (tab) and 0,5,0 (label) on purpose: the neo themes pin `.neo-button` to a fixed	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	621	// dashboard host and those two origins differ by exactly the host's padding: the per-edge insets	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	701	// the same side effect that shield's comment calls load-bearing: `pointer-events: none` also removes	COMMENT
LOW	resources/scss/src/dashboard/Container.scss	841	// Preview-language variant «Signal glow» — the design-exploration switch. The mission-	COMMENT
LOW	…/scss/src/dashboard/dock/window/VesselPlaceholder.scss	1	// The cross-window pane placeholder — structure only; `theme-*/dashboard/dock/window/VesselPlaceholder.scss`	COMMENT
LOW	…urces/scss/src/dashboard/dock/interaction/Preview.scss	1	// The hold's rising fill (see `.neo-dock-preview-dwelling` below): bottom to top over the dwell.	COMMENT
LOW	…urces/scss/src/dashboard/dock/interaction/Preview.scss	101	background-color : var(--agent-dock-preview-reject, #cf222e);	COMMENT
LOW	resources/scss/src/list/Buffered.scss	1	.neo-buffered-list {	COMMENT
LOW	resources/scss/src/apps/workstation/Viewport.scss	1	// The token bridge must OUT-RANK the theme on EVERY element the theme can declare on.	COMMENT
LOW	resources/scss/src/apps/workstation/Viewport.scss	21	// never in that contest — `:root .neo-theme-*` does not match `.workstation-workspace` at boot, so	COMMENT
LOW	resources/scss/src/apps/workstation/Viewport.scss	141	// Keep target affordances legible beneath the drag proxy a converted vessel shows in the target window	COMMENT
LOW	resources/scss/src/apps/workstation/Viewport.scss	181	// CROSS-WINDOW CSS HAS TWO INDEPENDENT REACHABILITY GATES, and a fix that closes one reads as	COMMENT
LOW	resources/scss/src/apps/workstation/Workspace.scss	361	outline-offset: -2px;	COMMENT
LOW	…sources/scss/src/apps/portal/news/pulls/Component.scss	1	// Pull in the shared news timeline layout (`.neo-ticket-timeline` / `.neo-timeline-item` / avatar /	COMMENT
LOW	.codex/config.template.toml	1	# Copy this file to .codex/config.toml for local Codex MCP setup.	COMMENT
LOW	.codex/config.template.toml	21	# If you switch this local config to a smaller model (for example a 400K mini/codex	COMMENT
LOW	.codex/config.template.toml	41	# `env_vars` stays the per-server allowlist: each server receives only the credentials it needs, and	COMMENT
LOW	.codex/config.template.toml	61	# can still fail to authenticate if NEO_MCP_REMOTE_TOKEN is absent from the shell	COMMENT
LOW	.github/dependabot.yml	1	# Version updates. Security updates are a separate surface that needs no config and already runs.	COMMENT
LOW	.github/workflows/consumer-runtime-build.yml	1	name: Consumer Runtime Build	COMMENT
LOW	.github/workflows/spec-retirement-lint.yml	1	name: Spec Retirement Lint	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-analysis.yml	41	# Initializes the CodeQL tools for scanning.	COMMENT
LOW	.github/workflows/test.yml	61	fail-fast: false	COMMENT
LOW	.github/workflows/test.yml	161	# Browser provisioning has two network tails, and each has turned a five-minute	COMMENT
LOW	.github/workflows/theme-coverage-lint.yml	1	name: Theme Coverage Lint	COMMENT
LOW	.github/workflows/test-e2e.yml	1	name: E2E (engine tier)	COMMENT
LOW	.github/workflows/test-e2e.yml	21	# `buildScripts/util/e2eCiSelection.mjs` — one source for the invocation and the	COMMENT
LOW	.github/workflows/test-e2e.yml	81	matrix:	COMMENT
LOW	.github/workflows/test-e2e.yml	261	#	COMMENT
LOW	.github/workflows/test-e2e.yml	301		COMMENT
LOW	.github/workflows/classify-test-scope.yml	1	name: Classify test scope	COMMENT
LOW	.github/workflows/classify-test-scope.yml	141		COMMENT
LOW	.github/workflows/classify-test-scope.yml	241	file.startsWith('learn/');	COMMENT
LOW	.github/workflows/classify-test-scope.yml	281	// written. So the boundary below is stated as RULES over the chain the job actually	COMMENT
LOW	.github/workflows/substrate-sync.yml	1	# Asserts the agent skill substrate is actually reachable in this checkout.	COMMENT
LOW	.github/workflows/same-head-check-repair.yml	1	name: Same-Head Check Repair	COMMENT
LOW	.github/workflows/theme-value-file-lint.yml	1	name: Theme Value File Lint	COMMENT
6 more matches not shown…

Decorative Section Separators11 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	resources/scss/src/dashboard/Container.scss	30	// ── Maximize presentation ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	resources/scss/src/dashboard/Container.scss	39	// ── Splitter affordance floor ────────────────────────────────────────────────────────	COMMENT
MEDIUM	resources/scss/src/dashboard/Container.scss	100	// ── Edge-rail measure ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	resources/scss/src/dashboard/Container.scss	117	// ── Edge-rail paint ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	resources/scss/src/dashboard/Container.scss	146	// ── Reveal chrome floor ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	resources/scss/src/dashboard/Container.scss	181	// ─────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	resources/scss/src/dashboard/Container.scss	185	// ─────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	resources/scss/src/dashboard/Container.scss	840	// ─────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	resources/scss/src/dashboard/Container.scss	850	// ─────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…urces/scss/src/dashboard/dock/interaction/Preview.scss	107	// ─────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…urces/scss/src/dashboard/dock/interaction/Preview.scss	115	// ─────────────────────────────────────────────────────────────────────────────────────	COMMENT

Structural Annotation Overuse15 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	learn/blog/context-engineering-done-right.md	1144	// Step 1: Get the issue's GraphQL ID	COMMENT
LOW	learn/blog/context-engineering-done-right.md	1153	// Step 2: Prepare the updated content	COMMENT
LOW	learn/blog/context-engineering-done-right.md	1164	// Step 3: Execute the mutation	COMMENT
LOW	…building-a-multi-window-dashboard-with-dock-layouts.md	7	## Step 1: what the panes are and where they start	COMMENT
LOW	…building-a-multi-window-dashboard-with-dock-layouts.md	50	## Step 2: rules that hold for every caller	COMMENT
LOW	…building-a-multi-window-dashboard-with-dock-layouts.md	86	## Step 3: arrangements with names	COMMENT
LOW	…building-a-multi-window-dashboard-with-dock-layouts.md	155	## Step 4: an arrangement that comes back tomorrow	COMMENT
LOW	…building-a-multi-window-dashboard-with-dock-layouts.md	178	## Step 5: a pane that leaves for its own window	COMMENT
LOW	…building-a-multi-window-dashboard-with-dock-layouts.md	232	## Step 6: make it look like your product	COMMENT
LOW	learn/guides/advanced/CanvasArchitecture.md	60	### Step 1: Create the App Worker Component	COMMENT
LOW	learn/guides/advanced/CanvasArchitecture.md	81	### Step 2: Create the Canvas Worker Logic	COMMENT
LOW	learn/guides/advanced/CanvasArchitecture.md	99	### Step 3: Bridge User Input	COMMENT
LOW	learn/guides/fundamentals/DeclarativeConfigMerging.md	35	### Step 1: Define the Configuration Object	COMMENT
LOW	learn/guides/fundamentals/DeclarativeConfigMerging.md	60	### Step 2: Bind the Item to the Config	COMMENT
LOW	learn/guides/fundamentals/DeclarativeConfigMerging.md	98	### Step 3: Subclassing made Easy	COMMENT

Fake / Example Data15 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	learn/comparisons/NeoVsReact.md	66	const user = useMemo(() => ({ name: 'John Doe' }), []);	CODE
LOW	learn/comparisons/NeoVsReact.md	100	const [user] = useConfig({name: 'John Doe'});	CODE
LOW	learn/blog/v10-post1-love-story.md	73	const user = useMemo(() => ({ name: 'John Doe' }), []);	CODE
LOW	learn/blog/v10-post1-love-story.md	107	const [user] = useConfig({name: 'John Doe'});	CODE
LOW	learn/guides/userinteraction/Forms.md	124	street: '123 Main St'	CODE
LOW	learn/guides/datahandling/Records.md	107	street: '123 Main St'	CODE
LOW	resources/data/users.json	4	"name": "Jane Doe",	CODE
LOW	examples/treeAccordion/tree.json	11	"name": "Lorem ipsum dolor sit amet, consetetur sadipscing elitr,",	CODE
LOW	examples/treeAccordion/tree.json	11	"name": "Lorem ipsum dolor sit amet, consetetur sadipscing elitr,",	CODE
LOW	examples/popover/tree.json	11	"name": "Lorem ipsum dolor sit amet, consetetur sadipscing elitr,",	CODE
LOW	examples/popover/tree.json	11	"name": "Lorem ipsum dolor sit amet, consetetur sadipscing elitr,",	CODE
LOW⚡	apps/email/resources/data/emails.json	3	"content" : "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore e	CODE
LOW⚡	apps/email/resources/data/emails.json	3	"content" : "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore e	CODE
LOW⚡	apps/email/resources/data/emails.json	10	"content" : "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce vestibulum purus consectetur ex conval	CODE
LOW⚡	apps/email/resources/data/emails.json	10	"content" : "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce vestibulum purus consectetur ex conval	CODE

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.md	144	1. Transparency: If you use an AI agent to generate a Pull Request or formulate an issue, please briefly mention whi	CODE

Hyper-Verbose Identifiers4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	test/playwright/e2e/custom-reporter.js	83	function browserLifecycleReceiptFileName(runId) {	CODE
LOW	test/playwright/e2e/custom-reporter.js	97	export function resolveBrowserLifecycleReceipt({	CODE
LOW	test/playwright/e2e/custom-reporter.js	124	export function pruneBrowserLifecycleReceipts(receiptRoot, {	CODE
LOW	test/playwright/e2e/custom-reporter.js	176	export function classifyBrowserLaunchExit(error, {	CODE

neomjs/neo

Open-Source Code Quality, Security and Technical Debt Review