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tsonali/hearth

https://github.com/tsonali/hearth · scanned 2026-06-16 00:42 UTC (2 months, 1 week ago)

83 raw signals (0 security + 83 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 77 actionable findings from 1 signal source. 6 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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Scan summary Repository scanned at 63.5/100 with 100.0% coverage. It contains 564 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 83 findings — concentrated in api (35), quality (24), security (18). Risk profile is high: 0 critical, 15 high, 12 medium. Recommended next step: open the api layer findings first — that's where the highest-impact wins live.

Showing 70 of 77 actionable findings. 83 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 auth conf 1.00 FastAPI DELETE `record_delete` without auth dependency — src/imagination_engine/server.py:286
`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:286 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `ask_index` without auth dependency — src/imagination_engine/server.py:607
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:607 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `ask_query` without auth dependency — src/imagination_engine/server.py:617
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:617 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `build_ask` without auth dependency — src/imagination_engine/server.py:771
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:771 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `build_create` without auth dependency — src/imagination_engine/server.py:735
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:735 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `companion_turn` without auth dependency — src/imagination_engine/server.py:560
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:560 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `generate` without auth dependency — src/imagination_engine/server.py:201
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:201 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `intake_generate` without auth dependency — src/imagination_engine/server.py:399
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:399 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `intake_reflect` without auth dependency — src/imagination_engine/server.py:521
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:521 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `intake_start` without auth dependency — src/imagination_engine/server.py:348
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:348 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `intake_turn` without auth dependency — src/imagination_engine/server.py:356
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:356 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `record_save` without auth dependency — src/imagination_engine/server.py:267
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:267 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `record_train` without auth dependency — src/imagination_engine/server.py:302
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:302 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `speak` without auth dependency — src/imagination_engine/server.py:212
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:212 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `utility_run` without auth dependency — src/imagination_engine/server.py:677
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/imagination_engine/server.py:677 securityAuth fastapi unauth mutation
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 'direct_innerhtml_assignment' in src/imagination_engine/web/build.html:78
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/imagination_engine/web/build.html:78 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/imagination_engine/web/intake.html:320
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/imagination_engine/web/intake.html:320 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/imagination_engine/web/record.html:215
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/imagination_engine/web/record.html:215 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/apple_setup.py:90
`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/download_system_voices.py:80
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/train_voice.py:36
`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/imagination_engine/server.py:319
`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 — src/imagination_engine/tts.py:68
`urllib.request.urlretrieve(...)` 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 30 placeholder/mock markers across 11 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 359 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: src/imagination_engine/intake.py:to_dict, src/imagination_engine/intake.py:to_dict 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 6 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/imagination_engine/rag.py:embed, src/imagination_engine/rag.py:embed, src/imagination_engine/rag.py:embed This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document w…
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: list_voices
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/imagination_engine/tts.py:153
low System graph software Dead code conf 1.00 Possibly dead Python function: persist_session_audio
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/imagination_engine/audio.py:64
low System graph software Dead code conf 1.00 Possibly dead Python function: sampler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/imagination_engine/inference.py:37
low System graph software Dead code conf 1.00 Possibly dead Python function: trigger_phrase_index
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/imagination_engine/scene_bibles.py:168
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 api Wiring conf 1.00 Unused endpoint: DELETE /record/save/{speaker_id}/{sentence_id}
`src/imagination_engine/server.py` declares `DELETE /record/save/{speaker_id}/{sentence_id}` 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 wh…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /
`src/imagination_engine/server.py` declares `GET /` 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 /ask
`src/imagination_engine/server.py` declares `GET /ask` 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 /build
`src/imagination_engine/server.py` declares `GET /build` 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 /build/list
`src/imagination_engine/server.py` declares `GET /build/list` 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 /companion
`src/imagination_engine/server.py` declares `GET /companion` 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 /dev
`src/imagination_engine/server.py` declares `GET /dev` 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 /intake
`src/imagination_engine/server.py` declares `GET /intake` 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 /intake/{session_id}
`src/imagination_engine/server.py` declares `GET /intake/{session_id}` 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 /intake/{session_id}/download
`src/imagination_engine/server.py` declares `GET /intake/{session_id}/download` 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 /intake/{session_id}/status
`src/imagination_engine/server.py` declares `GET /intake/{session_id}/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: GET /record
`src/imagination_engine/server.py` declares `GET /record` 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 /record/progress/{speaker_id}
`src/imagination_engine/server.py` declares `GET /record/progress/{speaker_id}` 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 /record/sentences
`src/imagination_engine/server.py` declares `GET /record/sentences` 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 /record/speakers
`src/imagination_engine/server.py` declares `GET /record/speakers` 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 /record/train/{speaker_id}/status
`src/imagination_engine/server.py` declares `GET /record/train/{speaker_id}/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 consume…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /utility
`src/imagination_engine/server.py` declares `GET /utility` 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 /utility/tasks
`src/imagination_engine/server.py` declares `GET /utility/tasks` 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 /voices/options
`src/imagination_engine/server.py` declares `GET /voices/options` 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 /welcome
`src/imagination_engine/server.py` declares `GET /welcome` 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 /welcome/state
`src/imagination_engine/server.py` declares `GET /welcome/state` 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 /ask/index
`src/imagination_engine/server.py` declares `POST /ask/index` 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 /ask/query
`src/imagination_engine/server.py` declares `POST /ask/query` 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 /build/ask
`src/imagination_engine/server.py` declares `POST /build/ask` 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 /build/create
`src/imagination_engine/server.py` declares `POST /build/create` 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 /companion/turn
`src/imagination_engine/server.py` declares `POST /companion/turn` 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 /generate
`src/imagination_engine/server.py` declares `POST /generate` 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 /intake/start
`src/imagination_engine/server.py` declares `POST /intake/start` 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 /intake/turn
`src/imagination_engine/server.py` declares `POST /intake/turn` 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 /intake/{session_id}/generate
`src/imagination_engine/server.py` declares `POST /intake/{session_id}/generate` 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 i…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /intake/{session_id}/reflect
`src/imagination_engine/server.py` declares `POST /intake/{session_id}/reflect` 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 /record/save/{speaker_id}/{sentence_id}
`src/imagination_engine/server.py` declares `POST /record/save/{speaker_id}/{sentence_id}` 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 …
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /record/train/{speaker_id}
`src/imagination_engine/server.py` declares `POST /record/train/{speaker_id}` 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 /speak
`src/imagination_engine/server.py` declares `POST /speak` 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 /utility/run
`src/imagination_engine/server.py` declares `POST /utility/run` 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
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