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ZaptainZ/radiomind

https://github.com/ZaptainZ/radiomind · scanned 2026-06-16 01:11 UTC (2 months, 1 week ago)

101 raw signals (0 security + 101 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 88 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.

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Combined
64.2
/100
Security checks
64
0 findings
System graph
64
100.0% cov · 88 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 43 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 88 Crowd 0 Layer: Software 19 Frontend 1 Security 2 Cicd 1 Quality 60 Api 5
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Scan summary Repository scanned at 64.2/100 with 100.0% coverage. It contains 3428 nodes across 6 cross-layer flows, written primarily in mixed languages. Engine surfaced 101 findings — concentrated in quality (72), software (19), api (5). 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 54 of 88 actionable findings. 101 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: CLAUDE.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.
CLAUDE.md:8 SecretsClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/logs-writing.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/rules/logs-writing.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/memory-echo.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/rules/memory-echo.md 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: 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — bench/end_to_end/regression_pack.py:152
`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/end_to_end/target_pack.py:136
`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 — src/radiomind/storage/daemon_client.py:157
`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 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
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 640 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 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 2 locations
.github/workflows/ci.yml:57
.github/workflows/lora-smoke.yml:59
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 8 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: hooks/scripts/stop_save.py:load_state, src/radiomind/hooks/stop_hook.py:load_state 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.
8 occurrences
repo-level (8 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/radiomind/simple.py:list, src/radiomind/core/mind.py:list_memories, src/radiomind/storage/database.py:list_filtered This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or …
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: bench/end_to_end/strict_judge.py:final_check, bench/end_to_end/strict_judge.py:final_check, bench/end_to_end/strict_judge.py:final_check, bench/end_to_end/strict_judge.py:final_check This is *the* AI-coder failure mode (4× more duplication in vibe-co…
3 occurrences
repo-level (3 hits)
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: src/radiomind/core/llm.py:generate, src/radiomind/core/llm.py:generate, src/radiomind/core/llm.py:generate, src/radiomind/core/llm.py:generate This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hy…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: bench/end_to_end/strict_judge.py:check, bench/end_to_end/strict_judge.py:check, bench/end_to_end/strict_judge.py:check, bench/end_to_end/strict_judge.py:check This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_deep_copy` in src/radiomind/core/config.py:104
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 `aggregation_legacy` in src/radiomind/storage/pyramid.py:1030
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 `restore_latest_backup` in src/radiomind/cli/main.py:466
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 `restore_latest_backup` in src/radiomind/hooks/setup.py:39
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_im_n_years_old` in tests/test_self_anchor.py:71
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: active_sessions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/radiomind/refinement/step.py:477
low System graph software Dead code conf 1.00 Possibly dead Python function: check
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:423
low System graph software Dead code conf 1.00 Possibly dead Python function: check_auth
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/radiomind/server.py:58
low System graph software Dead code conf 1.00 Possibly dead Python function: clear
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/radiomind/refinement/numeric_aggregator.py:1328
low System graph software Dead code conf 1.00 Possibly dead Python function: extract
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/radiomind/refinement/temporal_anchor.py:81
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_batch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/radiomind/meta/profile_extractor.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c1_gina
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:294
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c2_financial
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:319
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c2_maria
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:336
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c3_count
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:348
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c3_nate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:381
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c3_tilly
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:371
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c4_seattle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:399
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c5_voyageurs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:409
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c6_meeting
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:419
low System graph software Dead code conf 1.00 Possibly dead Python function: judge_c9_calvin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/strict_judge.py:438
low System graph software Dead code conf 1.00 Possibly dead Python function: parents_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/radiomind/refinement/ontology.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_alias
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/radiomind/refinement/ontology.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: sort_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/end_to_end/mem0_protocol/beam_prompts.py:121
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 `resolve` (body is just `pass`/`return`) — src/radiomind/skills/base.py:41
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph api Wiring conf 1.00 Unused endpoint: GET /v1/digest
`src/radiomind/server.py` declares `GET /v1/digest` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /v1/status
`src/radiomind/server.py` declares `GET /v1/status` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/add
`src/radiomind/server.py` declares `POST /v1/add` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/refine
`src/radiomind/server.py` declares `POST /v1/refine` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/search
`src/radiomind/server.py` declares `POST /v1/search` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: bench/end_to_end/run_longmemeval_mem0.py (1350 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/radiomind/cli/main.py (1338 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/radiomind/core/attention.py (1285 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/radiomind/core/mind.py (2555 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/radiomind/refinement/numeric_aggregator.py (2031 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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