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vishbay/cram-ai

https://github.com/vishbay/cram-ai · scanned 2026-06-16 00:51 UTC (2 months, 1 week ago)

41 raw signals (0 security + 41 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 37 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
80.2
/100
Security checks
80
0 findings
System graph
80
77.8% cov · 37 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 10 Low 21 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 37 Crowd 0 Layer: Software 13 Frontend 1 Cicd 2 Quality 21
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Scan summary Repository scanned at 80.2/100 with 77.8% coverage. It contains 1185 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 41 findings — concentrated in quality (25), software (13), cicd (2). Risk profile is low: 0 critical, 0 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 31 of 37 actionable findings. 41 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: .claude/settings.json
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/settings.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/hooks.json
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.
.codex/hooks.json VerificationCodex instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .mcp.json
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.
.mcp.json VerificationMcp config
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: AGENTS.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.
AGENTS.md VerificationAgents md
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 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
pypa/gh-action-pypi-publish@release/v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/publish.yml:35 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/publish.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — cram/status.py:119
`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 — cram/sync_context.py:38
`subprocess.check_output(...)` 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 308 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 Agent instructions conf 1.00 Multiple root agent instruction files without precedence
The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies.
Governance
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: .claude/hooks/cram_session_start.py:main, .codex/hooks/cram_session_start.py:main 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.
4 occurrences
repo-level (4 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: cram/rig.py:run, cram/rig.py:run, cram/rig.py:run 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 Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: cram/rig.py:availability, cram/rig.py:availability, cram/rig.py:availability, cram/rig.py:availability 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…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: cram/ui.py:on_mount, cram/ui.py:on_mount, cram/ui.py:on_mount, cram/ui.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.
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: cram/ui.py:compose, cram/ui.py:compose, cram/ui.py:compose, cram/ui.py:compose 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 software Dead code conf 1.00 Possibly dead Python function: action_approve
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/ui.py:858
low System graph software Dead code conf 1.00 Possibly dead Python function: action_benchmark
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/ui.py:927
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.
cram/ui.py:163
low System graph software Dead code conf 1.00 Possibly dead Python function: action_delete
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/ui.py:867
low System graph software Dead code conf 1.00 Possibly dead Python function: action_doctor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/ui.py:931
low System graph software Dead code conf 1.00 Possibly dead Python function: action_sync
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/ui.py:923
low System graph software Dead code conf 1.00 Possibly dead Python function: cache_min_tokens
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/utils.py:237
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.
cram/ui.py:809
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_task
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/sync_context.py:77
low System graph software Dead code conf 1.00 Possibly dead Python function: save_settings
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/utils.py:64
low System graph software Dead code conf 1.00 Possibly dead Python function: session_age
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/session.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: session_within_grace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/session.py:141
low System graph software Dead code conf 1.00 Possibly dead Python function: suggest_task
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cram/suggest.py:74
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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