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bklassen3434/agent-mesh

https://github.com/bklassen3434/agent-mesh · scanned 2026-06-17 01:40 UTC (1 month, 1 week ago)

60 raw signals (0 security + 60 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ -9.6 (diff) · 45 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
67.1
/100
Security checks
67
0 findings
System graph
67
100.0% cov · 45 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 3 Medium 5 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 45 Crowd 0 Layer: Software 12 Frontend 2 Cicd 2 Quality 26 Security 3
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Scan summary Repository scanned at 67.1/100 with 100.0% coverage. It contains 2781 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 60 findings — concentrated in quality (37), software (12), cicd (6). Risk profile is high: 0 critical, 3 high, 6 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 35 of 45 actionable findings. 60 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.

high System graph security auth conf 1.00 FastAPI PATCH `patch_schedule` without auth dependency — apps/api/src/mesh_api/routers/schedules.py:39
`@router.patch` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
apps/api/src/mesh_api/routers/schedules.py:39 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `<anonymous>` without auth dependency — apps/api/src/mesh_api/routers/ask.py:54
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
apps/api/src/mesh_api/routers/ask.py:54 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `trigger_pipeline` without auth dependency — apps/api/src/mesh_api/routers/pipelines.py:21
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
apps/api/src/mesh_api/routers/pipelines.py:21 securityAuth fastapi unauth mutation
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: 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.md VerificationClaude instruction
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. 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 cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
astral-sh/setup-uv@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 20, 70
.github/workflows/ci.yml:20, 70 (2 hits)
CI/CD securitySupply chainGithub actions
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 12 placeholder/mock markers across 8 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 Integrity conf 1.00 58 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `API_BASE`, `API_CORS_ORIGINS`, `API_HOST`, `API_PORT`, `API_TIMEOUT`, `CI`, `INTERNAL_API_URL`, `MESH_ASK_AGENT_URLS` + 50 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 31 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 cicd CI/CD security conf 1.00 4 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 15, 40, 65, 133
.github/workflows/ci.yml:15, 40, 65, 133 (4 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 11 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: packages/mesh-llm/src/mesh_llm/routing.py:complete_with_latency, packages/mesh-llm/src/mesh_llm/routing.py:complete_with_usage This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolid…
11 occurrences
repo-level (11 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: packages/mesh-a2a/src/mesh_a2a/client.py:submit_task, packages/mesh-a2a/src/mesh_a2a/client.py:call_skill_blocking, packages/mesh-a2a/src/mesh_a2a/client.py:call_skill This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: packages/mesh-llm/src/mesh_llm/anthropic_client.py:complete, packages/mesh-llm/src/mesh_llm/anthropic_client.py:complete, packages/mesh-llm/src/mesh_llm/anthropic_client.py:complete, packages/mesh-llm/src/mesh_llm/client.py:complete This is *the* AI-…
2 occurrences
repo-level (2 hits)
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 `model_copy` in packages/mesh-agents/src/mesh_agents/personalizer.py:162
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 `model_copy` in packages/mesh-agents/src/mesh_agents/research_qa.py:180
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 `model_copy` in packages/mesh-agents/src/mesh_agents/skeptic.py:162
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 `test_default_env_wins_over_legacy` in tests/test_llm_factory.py:70
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: clear_cache
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packages/mesh-agents/src/mesh_agents/profiles.py:48
low System graph software Dead code conf 1.00 Possibly dead Python function: distill_pure
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packages/mesh-agents/src/mesh_agents/consolidator.py:159
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_parent_id
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packages/mesh-a2a/src/mesh_a2a/tracing.py:30
low System graph software Dead code conf 1.00 Possibly dead Python function: recall_block
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packages/mesh-agents/src/mesh_agents/memory.py:82
low System graph software Dead code conf 1.00 Possibly dead Python function: route_after_evaluate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
apps/pipeline/src/mesh_pipeline/skeptic_sweep.py:686
low System graph software Dead code conf 1.00 Possibly dead Python function: route_after_load
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
apps/pipeline/src/mesh_pipeline/skeptic_sweep.py:505
low System graph software Dead code conf 1.00 Possibly dead Python function: route_after_load
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
apps/pipeline/src/mesh_pipeline/consolidation.py:263
low System graph software Dead code conf 1.00 Possibly dead Python function: route_after_plan
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
apps/pipeline/src/mesh_pipeline/discovery.py:207
low System graph software Dead code conf 1.00 Possibly dead Python function: route_after_submit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
apps/pipeline/src/mesh_pipeline/skeptic_sweep.py:602
low System graph software Dead code conf 1.00 Possibly dead Python function: route_after_submit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
apps/pipeline/src/mesh_pipeline/consolidation.py:327
low System graph software Dead code conf 1.00 Possibly dead Python function: run_skill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packages/mesh-agents/src/mesh_agents/sota_tracker.py:221
low System graph software Dead code conf 1.00 Possibly dead Python function: run_skill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packages/mesh-agents/src/mesh_agents/entity_tracker.py:179
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — apps/wiki/tests/mock-server.ts:484
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: apps/cli/src/mesh_cli/main.py (1642 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: apps/pipeline/src/mesh_pipeline/coordinator.py (1677 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: apps/wiki/src/lib/api-types.ts (2419 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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