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Thrustlab-io/thrustlab-skills-library

https://github.com/Thrustlab-io/thrustlab-skills-library · scanned 2026-06-16 00:35 UTC (2 months, 2 weeks ago)

29 raw signals (0 security + 29 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 28 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
63.7
/100
Security checks
64
0 findings
System graph
64
77.8% cov · 28 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 10 Low 14 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 28 Crowd 0 Layer: Software 11 Network 1 Frontend 1 Cicd 2 Quality 12 Security 1
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Scan summary Repository scanned at 63.7/100 with 77.8% coverage. It contains 563 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 29 findings — concentrated in quality (13), software (11), cicd (2). Risk profile is high: 0 critical, 1 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 24 of 28 actionable findings. 29 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 Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/linkedin-ads-setup/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.
skills/linkedin-ads-setup/SKILL.md:137 SecretsSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/tooling-setup-guide/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.
skills/tooling-setup-guide/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 tests. 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 Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
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
softprops/action-gh-release@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release.yml:53 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/release.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/teamleader-auth.py:423
`urllib.request.urlopen(...)` 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 network Security conf 1.00 Privileged port 30 in use
Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/pia-go-reply-sweep-run.sh Ports
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 43 source file(s) (ratio 0.02). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 363 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 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/verify-emails.py:verify_email_reacher, scripts/verify-emails.py:verify_email 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.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_verify
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/pia-go-master-inbox.py:239
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/teamleader-auth.py:118
low System graph software Dead code conf 1.00 Possibly dead Python function: do_oauth_flow
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/teamleader-auth.py:146
low System graph software Dead code conf 1.00 Possibly dead Python function: is_logged_in
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/clay-session-refresh.py:131
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.
scripts/teamleader-auth.py:143
low System graph software Dead code conf 1.00 Possibly dead Python function: log_request
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/smartlead-warmup-randomise-capture.py:31
low System graph software Dead code conf 1.00 Possibly dead Python function: name_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/hubspot-match-kbo.py:287
low System graph software Dead code conf 1.00 Possibly dead Python function: parse
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/hubspot-match-kbo.py:150
low System graph software Dead code conf 1.00 Possibly dead Python function: score
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/scrape-website-emails.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: split_full_name
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/hubspot-match-kbo.py:199
low System graph software Dead code conf 1.00 Possibly dead Python function: wait_for_clay_cookie
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/clay-session-refresh.py:119
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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