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wjlgatech/sos

https://github.com/wjlgatech/sos · scanned 2026-06-16 00:59 UTC (2 months, 1 week ago)

44 raw signals (0 security + 44 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 39 actionable findings from 1 signal source. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
57.3
/100
Security checks
57
0 findings
System graph
57
77.8% cov · 39 findings
Critical
1
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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 1 High 3 Medium 8 Low 23 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 39 Crowd 0 Layer: Software 14 Frontend 1 Security 6 Cicd 3 Quality 15
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Scan summary Repository scanned at 57.3/100 with 77.8% coverage. It contains 1027 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 44 findings — concentrated in quality (17), software (14), security (6). Risk profile is high: 1 critical, 3 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 35 of 39 actionable findings. 44 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.

critical System graph security Secrets conf 1.00 Possible secret in plugins/sos/skills/freellmapi/SKILL.md
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
plugins/sos/skills/freellmapi/SKILL.md:90
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/sos/skills/freellmapi/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
plugins/sos/skills/freellmapi/SKILL.md:71 SecretsSkill file
high System graph security security conf 1.00 Insecure pattern 'eval_used' in .github/workflows/ci.yml:31
Found a known-risky pattern (eval_used). Review and replace if possible.
.github/workflows/ci.yml:31 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in CLAUDE.md:306
Found a known-risky pattern (eval_used). Review and replace if possible.
CLAUDE.md:306 Eval used
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: plugins/sos/skills/freellmapi/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
plugins/sos/skills/freellmapi/SKILL.md:44 Supply chainSkill 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. 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 GitHub Action is tag-pinned rather than SHA-pinned
peter-evans/create-pull-request@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/self-heal.yml:49 CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 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.
.github/workflows/self-heal.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in plugins/sos/skills/free-llm/nim-bridge/api/chat.js:12
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
plugins/sos/skills/free-llm/nim-bridge/api/chat.js:12 Cors wildcard
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — plugins/sos/skills/dreammaketrue/scripts/dmt.py:92
`subprocess.Popen(...)` 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 13 placeholder/mock markers across 5 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 6 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ANTHROPIC_API_KEY`, `CHROME_BIN`, `DMT_API_URL`, `DMT_REPO`, `NVIDIA_API_KEY`, `PLAYWRIGHT_CORE`. 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 102 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/github-script@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 4 locations
.github/workflows/marketing-eval.yml:49, 87 (2 hits)
.github/workflows/self-eval.yml:45, 83 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/marketing_eval.py:get_trend_summary, src/self_eval.py:get_trend_summary 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.
3 occurrences
repo-level (3 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 `days_old` in src/recursive_self_improvement.py:106
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_apply_creates_backup` in tests/test_cost_governor.py:273
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 `very_old` in tests/test_marketing_eval.py:253
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: cmd_analyze
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:175
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_chat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:224
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_express
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:258
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_ingest
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:168
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_kgfy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:791
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_library
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:297
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/free-llm/scripts/nim.py:51
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_pick
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/free-llm/scripts/nim.py:87
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_room
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:217
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_rooms
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:212
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_start
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:163
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:158
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_test
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/free-llm/scripts/nim.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_view
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
plugins/sos/skills/dreammaketrue/scripts/dmt.py:682
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
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