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rogermsc/darwin-memo

https://github.com/rogermsc/darwin-memo · scanned 2026-06-15 23:54 UTC (2 months, 3 weeks ago)

62 raw signals (0 security + 62 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 49 actionable findings from 1 signal source. 13 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
74.2
/100
Security checks
74
0 findings
System graph
74
77.8% cov · 49 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 1 Medium 5 Low 30 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 49 Crowd 0 Layer: Software 22 Frontend 1 Security 1 Cicd 2 Quality 23
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Scan summary Repository scanned at 74.2/100 with 77.8% coverage. It contains 1096 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 62 findings — concentrated in quality (34), software (22), cicd (4). Risk profile is high: 0 critical, 1 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 35 of 49 actionable findings. 62 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 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 GitHub Action is tag-pinned rather than SHA-pinned
rogermsc/darwin-memo-action@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/memory.yml:57 CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 3 occurrences GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
3 files, 3 locations
.github/workflows/mcp-publish.yml
.github/workflows/memory.yml
.github/workflows/release.yml
CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — bench/manifest.py:50
`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 — bench/swebench_cl/executor.py:274
`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
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 151 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 5 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: darwin_memo/render.py:build, darwin_memo/render.py:build 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.
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 7 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: darwin_memo/retrieval.py:rank, darwin_memo/retrieval.py:rank, darwin_memo/retrieval.py:rank 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 separat…
7 occurrences
repo-level (7 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: darwin_memo/protocol.py:answer, darwin_memo/ledger.py:decide, darwin_memo/store.py:retrieve, bench/llm_arm.py:answer This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or doc…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_embedder_falls_back_to_legacy` in tests/test_ollama.py:119
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: batch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/llm.py:244
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_audit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/observe.py:372
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_demo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/cli.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_encode
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/cli.py:129
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_import
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/cli.py:308
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_ledger
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/cli.py:218
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_query
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/cli.py:182
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_render
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/render.py:387
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_settle_ci
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/ci.py:223
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_stats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/cli.py:204
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_top
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/observe.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_why
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/observe.py:174
low System graph software Dead code conf 1.00 Possibly dead Python function: confidently_bad
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/policies.py:358
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/08_evm_settler.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: encode_document
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/encode.py:211
low System graph software Dead code conf 1.00 Possibly dead Python function: encode_pair
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
darwin_memo/encode.py:220
low System graph software Dead code conf 1.00 Possibly dead Python function: hub_compressed_bytes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/swebench_cl/executor.py:97
low System graph software Dead code conf 1.00 Possibly dead Python function: idle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/policies.py:189
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/08_evm_settler.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: random_victims
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/policies.py:212
low System graph software Dead code conf 1.00 Possibly dead Python function: strike_out
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/policies.py:269
low System graph software Dead code conf 1.00 Possibly dead Python function: the_blamed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/policies.py:241
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Integrity conf 1.00 Stub function `load_state` (body is just `pass`/`return`) — darwin_memo/retrieval.py:150
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 `log_message` (body is just `pass`/`return`) — examples/08_evm_settler.py:44
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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