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tpac/brain

https://github.com/tpac/brain · scanned 2026-06-16 00:41 UTC (2 months, 1 week ago)

276 raw signals (0 security + 276 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 260 actionable findings from 1 signal source. 16 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
72.1
/100
Security checks
72
0 findings
System graph
72
88.9% cov · 260 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 8 Medium 22 Low 117 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 260 Crowd 0 Layer: Software 28 Frontend 1 Security 18 Cicd 1 Quality 212
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Scan summary Repository scanned at 72.1/100 with 88.9% coverage. It contains 6001 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 276 findings — concentrated in quality (228), software (28), security (18). Risk profile is high: 0 critical, 8 high, 22 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 145 of 260 actionable findings. 276 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 security conf 1.00 Insecure pattern 'eval_used' in eval/archive/encode_eval_v2.py:132
Found a known-risky pattern (eval_used). Review and replace if possible.
eval/archive/encode_eval_v2.py:132 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in eval/compare_models.py:337
Found a known-risky pattern (eval_used). Review and replace if possible.
eval/compare_models.py:337 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in eval/corpus/clusters.json:361
Found a known-risky pattern (eval_used). Review and replace if possible.
eval/corpus/clusters.json:361 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in eval/oracle_audit/moments_candidates.json:363
Found a known-risky pattern (eval_used). Review and replace if possible.
eval/oracle_audit/moments_candidates.json:363 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in eval/s2_locked_eval.py:230
Found a known-risky pattern (eval_used). Review and replace if possible.
eval/s2_locked_eval.py:230 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in servers/brain_mcp.py:717
Found a known-risky pattern (eval_used). Review and replace if possible.
servers/brain_mcp.py:717 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in servers/dispatch_ops.py:244
Found a known-risky pattern (eval_used). Review and replace if possible.
servers/dispatch_ops.py:244 Eval used
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — dashboard/static/lib/api.js:6
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
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: skills/watch/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/watch/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 ci. 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 security security conf 1.00 Insecure pattern 'cors_wildcard' in dashboard/server.py:247
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
dashboard/server.py:247 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/static/app.js:100
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/static/app.js:100 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/static/tabs/explorer.js:18
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/static/tabs/explorer.js:18 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/static/tabs/graph.js:326
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/static/tabs/graph.js:326 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/static/tabs/health.js:46
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/static/tabs/health.js:46 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/static/tabs/live.js:151
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/static/tabs/live.js:151 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/static/tabs/logs.js:136
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/static/tabs/logs.js:136 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/static/tabs/streams.js:62
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/static/tabs/streams.js:62 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/static/tabs/traces.js:61
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/static/tabs/traces.js:61 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'insert_adjacent_html' in dashboard/static/tabs/traces.js:164
Found a known-risky pattern (insert_adjacent_html). Review and replace if possible.
dashboard/static/tabs/traces.js:164 Insert adjacent html
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — eval/full_suite.py:211
`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — eval/longmem/compare_arms.py:163
`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 — scripts/bench_anthropic_warmup.py:155
`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 — scripts/stress_recall.py:43
`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
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — servers/daemon_client.py:333
`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 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
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 66 placeholder/mock markers across 21 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 Debug conf 1.00 Debug logging residue appears in source files
Found 2825 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 14 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: eval/s2_community_encoder_eval.py:print_report, eval/s2_community_decoder_eval.py:print_report 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 sepa…
14 occurrences
repo-level (14 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: eval/e2e_suite.py:save_results, eval/decoding_suite.py:save_results, eval/encoding_suite.py:save_results 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 th…
2 occurrences
repo-level (2 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: eval/archive/adaptive_eval.py:should_fire, eval/archive/adaptive_eval.py:should_fire, eval/archive/adaptive_eval.py:should_fire, eval/archive/adaptive_eval.py:should_fire This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — …
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: eval/oracle_audit/control_gold_judge.py:cutoff_for, eval/oracle_audit/control_score.py:cut, eval/oracle_audit/control_reach_diagnose.py:cutoff_for, eval/oracle_audit/control_misses.py:cut This is *the* AI-coder failure mode (4× more duplication in vi…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_insert_legacy` in tests/test_self_signal.py:325
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 `aspects_v1` in dashboard/queries/aspects.py:3
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 `aspects_v1` in dashboard/static/tabs/health.js:73
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 `aspects_v1` in eval/agent_introspect/quality_probe.py:61
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 `aspects_v1` in scripts/archive_legacy_aspect_nodes.py:5
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 `aspects_v1` in scripts/eval_aspect_classifications.py:2
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 `aspects_v1` in scripts/run_aspect_cycles_on_clone.py:6
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 `aspects_v1` in servers/aspects.py:5
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 `aspects_v1` in servers/brain.py:316
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 `aspects_v1` in servers/interaction_seed.py:254
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 `aspects_v1` in servers/scales/s1/quality_contract.py:830
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 `aspects_v1` in servers/scales/s1/surface_contract.py:1219
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 `aspects_v1` in servers/scales/s2/aspect_contract.py:4
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 `aspects_v1` in servers/scales/s2/aspect_decoder.py:9
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 `aspects_v1` in servers/scales/s2/aspect_encoder.py:3
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 `aspects_v1` in servers/scales/s2/aspect_integration.py:5
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 `aspects_v1` in servers/scales/s2/healer_contract.py:44
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 `aspects_v1` in servers/trace_contract.py:100
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 `aspects_v1` in tests/test_absorbed_into_edge.py:49
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 `aspects_v1` in tests/test_aspect_decoder.py:28
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 `aspects_v1` in tests/test_aspect_registry_wired.py:6
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 `aspects_v1` in tests/test_aspects.py:17
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 `aspects_v1` in tests/test_aspects_contract.py:1
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 `auto_v1` in servers/dal.py:401
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 `blob_v1` in tests/test_edge_embedding.py:121
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 `brain_eval_copy` in eval/decoding_suite.py:18
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 `brain_eval_copy` in eval/encoding_v3_compare.py:381
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 `brain_logs_audit_copy` in eval/oracle_audit/ab_tool_use_audit.py:18
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 `brain_v2` in eval/encoding_v3_recall_on_create.py:690
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 `corpus_score_k3_v2` in eval/why_underconsolidate_probe.py:28
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 `encode_eval_v2` in eval/archive/encode_eval_v2.py:16
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 `encode_eval_v2` in eval/surface_funnel.py:74
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 `extract_old` in tests/bench_vocab_extraction.py:21
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 `golden_dataset_v2` in tests/archive/benchmark_claude_quality_ripple.py:51
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 `golden_dataset_v2` in tests/archive/benchmark_cues_vs_ripple.py:50
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 `golden_dataset_v2` in tests/benchmark_full_baseline_214.py:30
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 `hybrid_v2` in eval/skill_eval.py:515
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 `initial_v1` in tests/test_prompt_sync.py:121
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 `kv_old` in servers/brain_remember.py:1214
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 `p_legacy` in tests/test_consolidation_fingerprint.py:96
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 `phase2_v1` in eval/frame_replay.py:10
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 `prompt_v1` in tests/benchmark_multivec_encoding.py:172
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 `prompt_v2` in tests/archive/benchmark_v4_v5.py:228
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 `recall_corpus_v2` in eval/oracle_audit/ab_title_boost_v2corpus.py:2
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 `recall_corpus_v2` in eval/oracle_audit/arm_eval.py:2
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 `recall_corpus_v2` in eval/oracle_audit/control_fails_build.py:4
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 `recall_corpus_v2` in eval/oracle_audit/lexical_tokenizer_test.py:25
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 `recall_corpus_v2` in eval/oracle_audit/lexical_v2_check.py:14
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 `recall_corpus_v2` in servers/brain_recall.py:1706
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 `render_boot_v2` in hooks/scripts/boot_brain.py:67
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 `render_boot_v2` in servers/brain_assembly.py:753
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 `render_boot_v2` in servers/brain_constants.py:170
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 `render_boot_v2` in servers/brain_voice.py:276
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 `render_boot_v2` in tests/test_daemon.py:644
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 `render_boot_v2` in tests/test_session_context.py:127
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 `scan_backup` in scripts/orphan_edge_recovery.py:89
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 `split_identifier_old` in tests/bench_identifier_split.py:21
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 `split_old` in tests/bench_sentence_split.py:18
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_bare_year_skipped_v1` in tests/test_temporal_extraction.py:97
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_decode_metadata_double_encoded_legacy` in tests/test_episodic_refs_dal.py:181
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_recent_beats_old` in tests/test_recall_scoring.py:76
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 `title_embedding_v1` in eval/brain_eval.py:21
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 `tools_old` in eval/s1_encode_eval.py:281
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: call_pre_edit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/stress_recall.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: call_recall
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/stress_recall.py:67
low System graph software Dead code conf 1.00 Possibly dead Python function: capturing_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/interview_encoder_probe.py:92
low System graph software Dead code conf 1.00 Possibly dead Python function: capturing_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/mcp_schema_gate.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: compute_all_decode_kpis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/eval_kpis.py:320
low System graph software Dead code conf 1.00 Possibly dead Python function: copy_missing_rows
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/node_restore_20260612.py:65
low System graph software Dead code conf 1.00 Possibly dead Python function: current_active_version
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/encoder_eval/version_pinner.py:93
low System graph software Dead code conf 1.00 Possibly dead Python function: dec_cross_topic_contamination
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/eval_kpis.py:252
low System graph software Dead code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dashboard/query.py:64
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.
dashboard/server.py:66
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dashboard/server.py:189
low System graph software Dead code conf 1.00 Possibly dead Python function: enc_dedup
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/eval_kpis.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: enc_metadata_richness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/eval_kpis.py:129
low System graph software Dead code conf 1.00 Possibly dead Python function: envelope_error
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dashboard/contract.py:43
low System graph software Dead code conf 1.00 Possibly dead Python function: export_from_message_stream
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/corpus/loader.py:81
low System graph software Dead code conf 1.00 Possibly dead Python function: format_edge
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/export_training_data.py:146
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.
dashboard/server.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: loop_encode_then_recall
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/eval_kpis.py:281
low System graph software Dead code conf 1.00 Possibly dead Python function: n_exco
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/oracle_audit/probe_suite.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: run_combo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/archive/adaptive_eval.py:407
low System graph software Dead code conf 1.00 Possibly dead Python function: run_lens
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/mcp_tool_interview.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: run_sample
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/mcp_batch_probe.py:295
low System graph software Dead code conf 1.00 Possibly dead Python function: score_decoder
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/s2_community_eval.py:169
low System graph software Dead code conf 1.00 Possibly dead Python function: stop_if_v22_answers_regress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/encoder_eval/harness.py:269
low System graph software Dead code conf 1.00 Possibly dead Python function: stop_if_v22_hex_format_errors_high
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/encoder_eval/harness.py:227
low System graph software Dead code conf 1.00 Possibly dead Python function: stop_if_v22_zero_source_refs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/encoder_eval/harness.py:250
low System graph software Dead code conf 1.00 Possibly dead Python function: to_dict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
eval/capabilities/base.py:60
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 `log_message` (body is just `pass`/`return`) — dashboard/server.py:61
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `record_result` (body is just `pass`/`return`) — eval/archive/adaptive_eval.py:210
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: dashboard/static/tabs/live.js (1328 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: eval/edge_selection_eval.py (1387 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: eval/skill_eval.py (2244 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/brain.py (2226 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/brain_mcp.py (1131 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/brain_recall.py (2302 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/brain_remember.py (2310 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/daemon_hooks.py (1264 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/daemon_server.py (1112 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/dal.py (3789 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/scales/s1/encoding_prompt.py (1342 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/scales/s1/quality_contract.py (1341 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/scales/s1/surface_contract.py (1915 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/schema.py (1588 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/seed_pack.py (887 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/archive/benchmark_cues_vs_ripple.py (1448 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/relearning.py (1679 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_core.py (1131 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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