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thinmintdev/claude_dashboard

https://github.com/thinmintdev/claude_dashboard · 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 · 27 actionable findings from 1 signal source. 2 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
79.6
/100
Security checks
80
0 findings
System graph
80
55.6% cov · 27 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 5 Low 20 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 27 Crowd 0 Layer: Software 13 Frontend 1 Security 1 Cicd 1 Quality 11
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Scan summary Repository scanned at 79.6/100 with 55.6% coverage. It contains 209 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 29 findings — concentrated in software (13), quality (13), frontend (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 25 of 27 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.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skill-hub/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.
skill-hub/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skill/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.
skill/SKILL.md VerificationSkill file
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — devdash/hub.py:242
`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 security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
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 12 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: devdash/app.py:action_handoff, devdash/app.py:action_kill 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 quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: devdash/app.py:on_mount, devdash/app.py:on_mount, devdash/app.py:on_mount 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 quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: devdash/app.py:done, devdash/app.py:done, devdash/app.py:done, devdash/app.py:done 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.
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 software Dead code conf 1.00 Possibly dead Python function: action_cancel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:246
low System graph software Dead code conf 1.00 Possibly dead Python function: action_drill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:336
low System graph software Dead code conf 1.00 Possibly dead Python function: action_handoff
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:361
low System graph software Dead code conf 1.00 Possibly dead Python function: action_interrupt
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:383
low System graph software Dead code conf 1.00 Possibly dead Python function: action_kill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:390
low System graph software Dead code conf 1.00 Possibly dead Python function: action_no
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:217
low System graph software Dead code conf 1.00 Possibly dead Python function: action_refresh
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:349
low System graph software Dead code conf 1.00 Possibly dead Python function: action_release_wip
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:404
low System graph software Dead code conf 1.00 Possibly dead Python function: action_steer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:373
low System graph software Dead code conf 1.00 Possibly dead Python function: action_undrill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:345
low System graph software Dead code conf 1.00 Possibly dead Python function: action_yes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:214
low System graph software Dead code conf 1.00 Possibly dead Python function: compose
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/app.py:280
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_prs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
devdash/snapshot.py:35
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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