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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)

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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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100.0% cov · 77 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 15 Medium 12 Low 43 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 77 Crowd 0 Layer: Software 4 Frontend 1 Security 18 Cicd 1 Quality 18 Api 35

Exclude dismissed / FP Exclude test files

All 564 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`jl`	software	healthy	`scripts/strict_cull.py:22`
`W`	software	healthy	`scripts/strict_cull.py:23`
`trim_silence`	software	healthy	`scripts/prepare_dataset.py:39`
`peak_normalize`	software	healthy	`scripts/prepare_dataset.py:52`
`_gcd`	software	healthy	`scripts/prepare_dataset.py:59`
`process_one`	software	healthy	`scripts/prepare_dataset.py:65`
`main`	software	healthy	`scripts/prepare_dataset.py:83`
`clean_hf_cache`	software	healthy	`scripts/grind_corpus.py:35`
`looks_like_prose`	software	healthy	`scripts/grind_corpus.py:43`
`log`	software	healthy	`scripts/grind_corpus.py:50`
`manifest`	software	healthy	`scripts/grind_corpus.py:55`
`corpus_bytes`	software	healthy	`scripts/grind_corpus.py:59`
`words_of`	software	healthy	`scripts/grind_corpus.py:64`
`have`	software	healthy	`scripts/grind_corpus.py:77`
`_salvage`	software	healthy	`scripts/grind_corpus.py:80`
`grab`	software	healthy	`scripts/grind_corpus.py:138`
`discover`	software	healthy	`scripts/grind_corpus.py:241`
`first_words`	software	healthy	`scripts/taste_cull.py:27`
`judge`	software	healthy	`scripts/taste_cull.py:29`
`grounding_block`	software	healthy	`scripts/gen_e_candidates.py:61`
`download_and_trim`	software	healthy	`scripts/download_system_voices.py:72`
`main`	software	healthy	`scripts/download_system_voices.py:100`
`run`	software	healthy	`scripts/test_finetuned.py:29`
`db`	software	healthy	`scripts/inspect_recordings.py:30`
`inspect`	software	healthy	`scripts/inspect_recordings.py:37`
`_derive_beats`	software	healthy	`scripts/test_scene_binding.py:26`
`run`	software	healthy	`scripts/test_scene_binding.py:35`
`check`	software	healthy	`scripts/test_scene_binding.py:38`
`run_one`	software	healthy	`scripts/run_scenarios.py:45`
`write_index`	software	healthy	`scripts/run_scenarios.py:112`
`main`	software	healthy	`scripts/run_scenarios.py:132`
`clean`	software	healthy	`scripts/build_training_data.py:16`
`find`	software	healthy	`scripts/build_training_data.py:20`
`jl`	software	healthy	`scripts/build_training_data.py:26`
`msg`	software	healthy	`scripts/build_training_data.py:61`
`_h`	software	healthy	`scripts/build_training_data.py:171`
`show`	software	healthy	`scripts/corpus_sample.py:7`
`sep`	software	healthy	`scripts/product_e2e_test.py:10`
`run`	software	healthy	`scripts/test_instrument.py:20`
`run`	software	healthy	`scripts/test_doc_qa.py:41`
`run`	software	healthy	`scripts/test_companion_memory.py:20`
`_extract_json_object`	software	healthy	`scripts/score_immersion.py:122`
`score_one`	software	healthy	`scripts/score_immersion.py:132`
`score_directory`	software	healthy	`scripts/score_immersion.py:162`
`summarize`	software	healthy	`scripts/score_immersion.py:188`
`print_summary`	software	healthy	`scripts/score_immersion.py:204`
`main`	software	healthy	`scripts/score_immersion.py:213`
`keep`	software	healthy	`scripts/curate_b.py:26`
`save`	software	healthy	`scripts/render_bakeoff.py:20`
`render`	software	healthy	`scripts/render_bakeoff.py:25`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`HANDOFF.md`	software	healthy	`HANDOFF.md`
`pyproject.toml`	software	healthy	`pyproject.toml`
`MANIFESTO.md`	software	healthy	`MANIFESTO.md`
`LICENSE`	software	healthy	`LICENSE`
`roadmap.md`	software	healthy	`docs/roadmap.md`
`how-to-run-it.md`	software	healthy	`docs/how-to-run-it.md`
`vision.md`	software	healthy	`docs/vision.md`
`daily-log.md`	software	healthy	`docs/daily-log.md`
`distribution-build.md`	software	healthy	`docs/distribution-build.md`
`strategy.md`	software	healthy	`docs/strategy.md`
`corpus-sourcing.md`	software	healthy	`docs/corpus-sourcing.md`
`decisions-log.md`	software	healthy	`docs/decisions-log.md`
`own-model-plan.md`	software	healthy	`docs/own-model-plan.md`
`corpus-analysis.md`	software	healthy	`docs/corpus-analysis.md`
`testing-plan.md`	software	healthy	`docs/testing-plan.md`
`week-plan.md`	software	healthy	`docs/qc/week-plan.md`
`qc-doctrine.md`	software	healthy	`docs/qc/qc-doctrine.md`
`usage-universe.md`	software	healthy	`docs/qc/usage-universe.md`
`gen_b_candidates.py`	software	healthy	`scripts/gen_b_candidates.py`
`strict_cull.py`	software	healthy	`scripts/strict_cull.py`
`prepare_dataset.py`	software	healthy	`scripts/prepare_dataset.py`
`flywheel_c.sh`	software	healthy	`scripts/flywheel_c.sh`
`package.sh`	software	healthy	`scripts/package.sh`
`grind_corpus.py`	software	healthy	`scripts/grind_corpus.py`
`taste_cull.py`	software	healthy	`scripts/taste_cull.py`
`gen_e_candidates.py`	software	healthy	`scripts/gen_e_candidates.py`
`download_system_voices.py`	software	healthy	`scripts/download_system_voices.py`
`test_finetuned.py`	software	healthy	`scripts/test_finetuned.py`
`inspect_recordings.py`	software	healthy	`scripts/inspect_recordings.py`
`test_scene_binding.py`	software	healthy	`scripts/test_scene_binding.py`
`run_scenarios.py`	software	healthy	`scripts/run_scenarios.py`
`orchestrate_finetune.sh`	software	healthy	`scripts/orchestrate_finetune.sh`
`recursive_flywheel.sh`	software	healthy	`scripts/recursive_flywheel.sh`
`build_training_data.py`	software	healthy	`scripts/build_training_data.py`
`finetune.sh`	software	healthy	`scripts/finetune.sh`
`corpus_sample.py`	software	healthy	`scripts/corpus_sample.py`
`fetch_test_corpus.sh`	software	healthy	`scripts/fetch_test_corpus.sh`
`overnight_loop.sh`	software	healthy	`scripts/overnight_loop.sh`
`product_e2e_test.py`	software	healthy	`scripts/product_e2e_test.py`
`test_instrument.py`	software	healthy	`scripts/test_instrument.py`
`test_doc_qa.py`	software	healthy	`scripts/test_doc_qa.py`
`test_companion_memory.py`	software	healthy	`scripts/test_companion_memory.py`
`score_immersion.py`	software	healthy	`scripts/score_immersion.py`
`sign_and_notarize.sh`	software	healthy	`scripts/sign_and_notarize.sh`
`harvest_qc_scripts.py`	software	healthy	`scripts/harvest_qc_scripts.py`
`curate_b.py`	software	healthy	`scripts/curate_b.py`
`render_bakeoff.py`	software	healthy	`scripts/render_bakeoff.py`
`live_bd_test.py`	software	healthy	`scripts/live_bd_test.py`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`Scenario`	software	healthy	`scripts/qc/scenario_bank.py:21`
`Answer`	software	healthy	`src/imagination_engine/doc_qa.py:52`
`DocQA`	software	healthy	`src/imagination_engine/doc_qa.py:58`
`InstrumentSpec`	software	healthy	`src/imagination_engine/instrument.py:52`
`InstrumentRegistry`	software	healthy	`src/imagination_engine/instrument.py:61`
`Instrument`	software	healthy	`src/imagination_engine/instrument.py:121`
`Beat`	software	healthy	`src/imagination_engine/scene_bibles.py:37`
`Scene`	software	healthy	`src/imagination_engine/scene_bibles.py:44`
`SceneBible`	software	healthy	`src/imagination_engine/scene_bibles.py:66`
`UtilityTask`	software	healthy	`src/imagination_engine/utility.py:74`
`UtilityResult`	software	healthy	`src/imagination_engine/utility.py:210`
`Assistant`	software	healthy	`src/imagination_engine/utility.py:224`
`Engine`	software	healthy	`src/imagination_engine/inference.py:48`
`Config`	software	healthy	`src/imagination_engine/config.py:33`
`CompanionMemory`	software	healthy	`src/imagination_engine/companion.py:57`
`CompanionTurn`	software	healthy	`src/imagination_engine/companion.py:212`
`Companion`	software	healthy	`src/imagination_engine/companion.py:242`
`StoredSession`	software	healthy	`src/imagination_engine/memory.py:67`
`MemoryStore`	software	healthy	`src/imagination_engine/memory.py:85`
`StructuredParseError`	software	healthy	`src/imagination_engine/structured.py:40`
`SessionProgress`	software	healthy	`src/imagination_engine/intake.py:134`
`IntakeSession`	software	healthy	`src/imagination_engine/intake.py:173`
`IntakeManager`	software	healthy	`src/imagination_engine/intake.py:199`
`Classification`	software	healthy	`src/imagination_engine/comprehension.py:49`
`GenerateRequest`	software	healthy	`src/imagination_engine/server.py:84`
`SpeakRequest`	software	healthy	`src/imagination_engine/server.py:89`
`IntakeTurnRequest`	software	healthy	`src/imagination_engine/server.py:338`
`ReflectRequest`	software	healthy	`src/imagination_engine/server.py:517`
`CompanionRequest`	software	healthy	`src/imagination_engine/server.py:555`
`IndexRequest`	software	healthy	`src/imagination_engine/server.py:597`
`AskRequest`	software	healthy	`src/imagination_engine/server.py:602`
`UtilityRequest`	software	healthy	`src/imagination_engine/server.py:653`
`BuildCreateRequest`	software	healthy	`src/imagination_engine/server.py:729`
`BuildAskRequest`	software	healthy	`src/imagination_engine/server.py:766`
`Embedder`	software	healthy	`src/imagination_engine/rag.py:68`
`HashingEmbedder`	software	healthy	`src/imagination_engine/rag.py:73`
`MLXEmbedder`	software	healthy	`src/imagination_engine/rag.py:96`
`Retrieved`	software	healthy	`src/imagination_engine/rag.py:185`
`RagStore`	software	healthy	`src/imagination_engine/rag.py:199`
`Voice`	software	healthy	`src/imagination_engine/tts.py:115`
`F5Voice`	software	healthy	`src/imagination_engine/tts.py:241`
`ChatterboxVoice`	software	healthy	`src/imagination_engine/tts.py:433`

Label	Layer	Status	Path
`GET /`	api	healthy	`src/imagination_engine/server.py`
`GET /welcome`	api	healthy	`src/imagination_engine/server.py`
`GET /welcome/state`	api	healthy	`src/imagination_engine/server.py`
`GET /voices/options`	api	healthy	`src/imagination_engine/server.py`
`GET /dev`	api	healthy	`src/imagination_engine/server.py`
`POST /generate`	api	healthy	`src/imagination_engine/server.py`
`POST /speak`	api	healthy	`src/imagination_engine/server.py`
`GET /record`	api	healthy	`src/imagination_engine/server.py`
`GET /record/speakers`	api	healthy	`src/imagination_engine/server.py`
`GET /record/sentences`	api	healthy	`src/imagination_engine/server.py`
`GET /record/progress/{speaker_id}`	api	healthy	`src/imagination_engine/server.py`
`POST /record/save/{speaker_id}/{sentence_id}`	api	healthy	`src/imagination_engine/server.py`
`DELETE /record/save/{speaker_id}/{sentence_id}`	api	healthy	`src/imagination_engine/server.py`
`POST /record/train/{speaker_id}`	api	healthy	`src/imagination_engine/server.py`
`GET /record/train/{speaker_id}/status`	api	healthy	`src/imagination_engine/server.py`
`GET /intake`	api	healthy	`src/imagination_engine/server.py`
`POST /intake/start`	api	healthy	`src/imagination_engine/server.py`
`POST /intake/turn`	api	healthy	`src/imagination_engine/server.py`
`GET /intake/{session_id}`	api	healthy	`src/imagination_engine/server.py`
`POST /intake/{session_id}/generate`	api	healthy	`src/imagination_engine/server.py`
`GET /intake/{session_id}/download`	api	healthy	`src/imagination_engine/server.py`
`GET /intake/{session_id}/status`	api	healthy	`src/imagination_engine/server.py`
`POST /intake/{session_id}/reflect`	api	healthy	`src/imagination_engine/server.py`
`GET /companion`	api	healthy	`src/imagination_engine/server.py`
`POST /companion/turn`	api	healthy	`src/imagination_engine/server.py`
`GET /ask`	api	healthy	`src/imagination_engine/server.py`
`POST /ask/index`	api	healthy	`src/imagination_engine/server.py`
`POST /ask/query`	api	healthy	`src/imagination_engine/server.py`
`GET /utility`	api	healthy	`src/imagination_engine/server.py`
`GET /utility/tasks`	api	healthy	`src/imagination_engine/server.py`
`POST /utility/run`	api	healthy	`src/imagination_engine/server.py`
`GET /build`	api	healthy	`src/imagination_engine/server.py`
`GET /build/list`	api	healthy	`src/imagination_engine/server.py`
`POST /build/create`	api	healthy	`src/imagination_engine/server.py`
`POST /build/ask`	api	healthy	`src/imagination_engine/server.py`

Label	Layer	Status	Path
`docs`	software	healthy	`docs`
`qc`	software	healthy	`docs/qc`
`scripts`	software	healthy	`scripts`
`qc`	software	healthy	`scripts/qc`
`site`	software	healthy	`site`
`src`	software	healthy	`src`
`imagination_engine`	software	healthy	`src/imagination_engine`
`web`	software	healthy	`src/imagination_engine/web`
`build-plan`	software	healthy	`build-plan`
`protocols`	software	healthy	`protocols`

Label	Layer	Status	Path
`instruments`	data	healthy	`src/imagination_engine/instrument.py`
`companion_log`	data	healthy	`src/imagination_engine/companion.py`
`sessions`	data	healthy	`src/imagination_engine/memory.py`
`chunks`	data	healthy	`src/imagination_engine/rag.py`

Label	Layer	Status	Path
`auth::scripts/qc/battery5_secretary.py`	security	healthy	`scripts/qc/battery5_secretary.py`
`auth::scripts/qc/scenario_bank.py`	security	healthy	`scripts/qc/scenario_bank.py`
`auth::scripts/apple_setup.py`	security	healthy	`scripts/apple_setup.py`

Label	Layer	Status	Path
`repobility-clone-or4sjaus`	software	healthy	`/tmp/repobility-clone-or4sjaus`

Label	Layer	Status	Path
`sqlite`	data	healthy	`README.md`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`README.md`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`scripts/finetune.sh`

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tsonali/hearth

Complete repo analysis

function 50+

file 50+

class 42

endpoint 35

directory 10

table 4

auth 3

repo 1

database 1

service 1

gpu 1