{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-da2622072ea6830c", "name": "Possibly dead Python function: choose_mode", "shortDescription": {"text": "Possibly dead Python function: choose_mode"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6655358e30d2b9bb", "name": "Possibly dead Python function: confirm_spec", "shortDescription": {"text": "Possibly dead Python function: confirm_spec"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4dd8428c02b1c5fe", "name": "Possibly dead Python function: process_agents", "shortDescription": {"text": "Possibly dead Python function: process_agents"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-22bf7947602d694b", "name": "Stray `console.log` in TS/JS \u2014 runs/2026-05-29-saarinen-iad-redesign/stage4/build-docx.js:349", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-05-29-saarinen-iad-redesign/stage4/build-docx.js:349"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-168aaa9e0bd15c98", "name": "Stray `console.log` in TS/JS \u2014 runs/2026-05-29-saarinen-iad-redesign/stage4/build-exec-summary.js:208", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-05-29-saarinen-iad-redesign/stage4/build-exec-summary.js:208"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-79c1f22369ff49cd", "name": "Stray `console.log` in TS/JS \u2014 runs/2026-04-17-infrastructure-vs-intelligence/stage4/build-docx.js:362", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-04-17-infrastructure-vs-intelligence/stage4/build-docx.js:362"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-045007e92b83cd32", "name": "Stray `console.log` in TS/JS \u2014 runs/2026-04-17-infrastructure-vs-intelligence/stage4/build-exec-summary.js:222", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-04-17-infrastructure-vs-intelligence/stage4/build-exec-summary.js:222"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-14f3b34cec577d76", "name": "Stray `console.log` in TS/JS \u2014 runs/2026-05-28-sterile-corridor-resilience/stage4/build-docx.js:359", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-05-28-sterile-corridor-resilience/stage4/build-docx.js:359"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-660faec6955e92b4", "name": "Stray `console.log` in TS/JS \u2014 runs/2026-05-28-sterile-corridor-resilience/stage4/build-exec-summary.js:209", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-05-28-sterile-corridor-resilience/stage4/build-exec-summary.js:209"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 22 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b3ed68815bca2f8c", "name": "Node manifest has dependencies but no lockfile: package.json", "shortDescription": {"text": "Node manifest has dependencies but no lockfile: package.json"}, "fullDescription": {"text": "`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 26 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci, tests, lockfile. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing license, ci, tests, lockfile. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bea357a6497a2d5d", "name": "Agent authority lacks a verifier contract: CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2679282aa1c484b5", "name": "Agent authority lacks a verifier contract: AGENTS.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: AGENTS.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-10d9c06b985a9c8c", "name": "Agent authority lacks a verifier contract: .claude/agents/airport-coo.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/airport-coo.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-a6c93f2634404fc6", "name": "Agent authority lacks a verifier contract: .claude/agents/architectural-historian.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/architectural-historian.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1da4fce9d125fa84", "name": "Agent authority lacks a verifier contract: .claude/agents/slacker.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/slacker.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-436acc1d25a6e2ac", "name": "Agent authority lacks a verifier contract: .claude/agents/chief-engineer.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/chief-engineer.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-e82417a1c962d447", "name": "Agent authority lacks a verifier contract: .claude/agents/deep-research.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/deep-research.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-51dc05bf990e6695", "name": "Agent authority lacks a verifier contract: .claude/agents/infrastructure-economist.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/infrastructure-economist.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-5531844ca339819b", "name": "Agent authority lacks a verifier contract: .claude/agents/aviation-historian.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/aviation-historian.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-e725d2ab884fbd49", "name": "Multiple root agent instruction files without precedence", "shortDescription": {"text": "Multiple root agent instruction files without precedence"}, "fullDescription": {"text": "The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f52e75fca0253f6a", "name": "Commented-code block (12 lines) in scripts/sync-agents.mjs:3", "shortDescription": {"text": "Commented-code block (12 lines) in scripts/sync-agents.mjs:3"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-900ed87557c3cd02", "name": "Commented-code block (5 lines) in cli/orchestrator.py:34", "shortDescription": {"text": "Commented-code block (5 lines) in cli/orchestrator.py:34"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b87bc4d8068b1c66", "name": "Commented-code block (7 lines) in cli/interactive.py:97", "shortDescription": {"text": "Commented-code block (7 lines) in cli/interactive.py:97"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\ncli/orchestrator.py:run_stage1, cli/orchestrator.py:run_stage2\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/21616"}, "properties": {"repository": "TransformAirports/ai-council", "repoUrl": "https://github.com/TransformAirports/ai-council", "branch": "main"}, "results": [{"ruleId": "scanner-da2622072ea6830c", "level": "note", "message": {"text": "Possibly dead Python function: choose_mode"}, "properties": {"repobilityId": "4220a39de22a1dd5", "scanner": "scanner-primary", "fingerprint": "da2622072ea6830c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "cli/interactive.py:284"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6655358e30d2b9bb", "level": "note", "message": {"text": "Possibly dead Python function: confirm_spec"}, "properties": {"repobilityId": "cc0fd68d10123b55", "scanner": "scanner-primary", "fingerprint": "6655358e30d2b9bb", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "cli/interactive.py:407"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4dd8428c02b1c5fe", "level": "note", "message": {"text": "Possibly dead Python function: process_agents"}, "properties": {"repobilityId": "4815e0dc8f48ef26", "scanner": "scanner-primary", "fingerprint": "4dd8428c02b1c5fe", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "cli/agents.py:108"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-22bf7947602d694b", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-05-29-saarinen-iad-redesign/stage4/build-docx.js:349"}, "properties": {"repobilityId": "8635b609159a3a2e", "scanner": "scanner-primary", "fingerprint": "22bf7947602d694b", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-168aaa9e0bd15c98", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-05-29-saarinen-iad-redesign/stage4/build-exec-summary.js:208"}, "properties": {"repobilityId": "e7103d3338954103", "scanner": "scanner-primary", "fingerprint": "168aaa9e0bd15c98", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-79c1f22369ff49cd", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-04-17-infrastructure-vs-intelligence/stage4/build-docx.js:362"}, "properties": {"repobilityId": "91b23f5621a2a90c", "scanner": "scanner-primary", "fingerprint": "79c1f22369ff49cd", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-045007e92b83cd32", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-04-17-infrastructure-vs-intelligence/stage4/build-exec-summary.js:222"}, "properties": {"repobilityId": "5d1b2adfa7085e99", "scanner": "scanner-primary", "fingerprint": "045007e92b83cd32", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-14f3b34cec577d76", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-05-28-sterile-corridor-resilience/stage4/build-docx.js:359"}, "properties": {"repobilityId": "0a18c1bd6b41825c", "scanner": "scanner-primary", "fingerprint": "14f3b34cec577d76", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-660faec6955e92b4", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 runs/2026-05-28-sterile-corridor-resilience/stage4/build-exec-summary.js:209"}, "properties": {"repobilityId": "53c53f6c2550d809", "scanner": "scanner-primary", "fingerprint": "660faec6955e92b4", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6893a6c8b0861585", "level": "warning", "message": {"text": "Very low test-to-source ratio"}, "properties": {"repobilityId": "54a7de3f06314bf0", "scanner": "scanner-primary", "fingerprint": "6893a6c8b0861585", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "coverage"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "530d57f43c939fe5", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b3ed68815bca2f8c", "level": "note", "message": {"text": "Node manifest has dependencies but no lockfile: package.json"}, "properties": {"repobilityId": 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