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agentic-cookbook/agenticdevteam

https://github.com/agentic-cookbook/agenticdevteam · scanned 2026-06-17 01:30 UTC (1 month, 2 weeks ago)

85 raw signals (0 security + 85 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -1.5 (diff) · 63 actionable findings from 1 signal source. 22 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
75.2
/100
Security checks
75
0 findings
System graph
75
55.6% cov · 63 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 15 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 63 Crowd 0 Layer: Software 13 Security 1 Quality 49
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Scan summary Repository scanned at 75.2/100 with 55.6% coverage. It contains 4322 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 85 findings — concentrated in quality (66), software (18), security (1). Risk profile is low: 0 critical, 0 high, 15 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 42 of 63 actionable findings. 85 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/CLAUDE.md
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.
.claude/CLAUDE.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/bump-versions.md
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.
.claude/rules/bump-versions.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/optimize-subagent-dispatch.md
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.
.claude/rules/optimize-subagent-dispatch.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/update-team/SKILL.md
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.
.claude/skills/update-team/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: claude/skills/legacy-dev-team/SKILL.md
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.
claude/skills/legacy-dev-team/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: claude/skills/myteam/SKILL.md
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.
claude/skills/myteam/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci. 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.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in claude/skills/legacy-dev-team/viewer.html:337
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
claude/skills/legacy-dev-team/viewer.html:337 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — .claude/skills/update-team/scripts/cookbook_drift.py:389
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — claude/skills/legacy-dev-team/scripts/capture_screenshots.py:45
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — pipeline/engine/source/review/changeset.py:58
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — pipeline/engine/source/toolkit/team_home.py:81
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — testing/unit/harness/run_tests.py:34
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 50 placeholder/mock markers across 17 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 300 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 16 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: teams/puppynamingteam/playbook.py:sink, teams/puppynamingteam/playbook.py:sink This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
16 occurrences
repo-level (16 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: pipeline/engine/source/toolkit/llm_providers/qwen.py:resolve_model, pipeline/engine/source/toolkit/llm_providers/codex.py:resolve_model, pipeline/engine/source/toolkit/llm_providers/claude_code.py:resolve_model This is *the* AI-coder failure mode (4×…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: pipeline/engine/source/toolkit/llm_providers/mock_dispatcher.py:dispatch, pipeline/engine/source/toolkit/llm_providers/qwen.py:dispatch, pipeline/engine/source/toolkit/llm_providers/dispatcher.py:dispatch, pipeline/engine/source/toolkit/llm_providers/…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_team_copy` in testing/unit/tests/review/test_research_objective.py:32
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `env_backup` in testing/unit/tests/conductor/test_dispatcher_claude_code.py:79
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: add_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/session.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: line_bucket_5
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/engine/source/engine/workflows/anchors.py:36
low System graph software Dead code conf 1.00 Possibly dead Python function: link_artifact
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/finding.py:102
low System graph software Dead code conf 1.00 Possibly dead Python function: link_cookbook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/project.py:56
low System graph software Dead code conf 1.00 6 occurrences Possibly dead Python function: list_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
6 files, 6 locations
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/finding.py:57
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/gate_option.py:40
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/milestone.py:60
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/reference.py:40
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/retry.py:36
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/session.py:41
low System graph software Dead code conf 1.00 Possibly dead Python function: list_findings_since
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/engine/source/toolkit/arbitrator/arbitrator.py:877
low System graph software Dead code conf 1.00 Possibly dead Python function: register_request_callable
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/engine/source/toolkit/arbitrator/arbitrator.py:679
low System graph software Dead code conf 1.00 Possibly dead Python function: run_callable_handlers_once
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/engine/source/toolkit/arbitrator/arbitrator.py:693
low System graph software Dead code conf 1.00 Possibly dead Python function: run_config
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/engine/source/review/command.py:198
low System graph software Dead code conf 1.00 Possibly dead Python function: serve_from_streams
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/engine/source/engine/integration_surface/stdio_ndjson_transport.py:213
low System graph software Dead code conf 1.00 Possibly dead Python function: touch_session_decision_date
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/engine/source/toolkit/arbitrator/arbitrator.py:131
low System graph software Dead code conf 1.00 Possibly dead Python function: unlink_cookbook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
claude/skills/legacy-dev-team/scripts/storage-provider/markdown/project.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: write_report
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pipeline/engine/source/review/report.py:31
low System graph quality Integrity conf 1.00 Stub function `_noop` (body is just `pass`/`return`) — pipeline/engine/source/contract/executor/run_executor.py:9
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `_noop` (body is just `pass`/`return`) — pipeline/engine/source/review/debug_capture.py:22
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `_noop` (body is just `pass`/`return`) — pipeline/engine/source/review/progress.py:22
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `_sink` (body is just `pass`/`return`) — pipeline/engine/source/engine/conductor/plan_realizer.py:133
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `_sink` (body is just `pass`/`return`) — pipeline/engine/source/toolkit/nl_router.py:172
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: pipeline/engine/source/toolkit/arbitrator/arbitrator.py (1787 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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