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calesthio/OpenMontage

https://github.com/calesthio/OpenMontage · scanned 2026-07-23 19:47 UTC (3 months ago)

257 raw signals (0 security + 257 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 3 months ago · v7 · last Δ +0.1 (diff) · 248 actionable findings from 1 signal source. 9 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 · 248 findings

Severity distribution — click a segment to filter

Active filters: severity: low × excluding tests × Reset all

Severity: Critical 0 High 47 Medium 163 Low 35 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 248 Crowd 0 Layer: Software 16 Security 104 Quality 123 Cicd 1 Dependencies 4

Exclude dismissed / FP Exclude test files

Scan summary Repository scanned at 77.4/100 with 100.0% coverage. It contains 5024 nodes across 10 cross-layer flows, written primarily in mixed languages. Engine surfaced 257 findings — concentrated in quality (123), security (104), software (25). Risk profile is high: 0 critical, 47 high, 163 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 35 of 248 actionable findings. 257 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.

low System graph quality Integrity conf 1.00 26 env vars used in code but missing from .env.example

Drift between code and config docs. The first few: `APPDATA`, `AZURE_SPEECH_ENDPOINT`, `BACKLOT_PORT`, `BFL_API_KEY`, `COMFYUI_SERVER_URL`, `COVERR_API_KEY`, `DISPLAY`, `FREESOUND_API_KEY` + 18 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.

config drift

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 85 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 dependencies dependencies conf 0.90 Dependency react is a major version behind

`react` is pinned at `18.2.0` in `remotion-composer/package.json` while the latest release on the npm registry is `19.2.8` — 1 major version(s) behind. Old majors stop receiving security backports and accumulate known CVEs. Review the upstream changelog / migration guide and upgrade `react` to `19.…

remotion-composer/package.json FreshnessOutdated

low System graph dependencies dependencies conf 0.90 Dependency react-dom is a major version behind

`react-dom` is pinned at `18.2.0` in `remotion-composer/package.json` while the latest release on the npm registry is `19.2.8` — 1 major version(s) behind. Old majors stop receiving security backports and accumulate known CVEs. Review the upstream changelog / migration guide and upgrade `react-dom`…

remotion-composer/package.json FreshnessOutdated

low System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned

actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

.github/workflows/ci.yml:25 CI/CD securitySupply chainGithub actions

low System graph quality Tests conf 1.00 Low test-to-source ratio

78 tests / 326 src (ratio 0.24).

low System graph quality Agent instructions conf 1.00 Multiple root agent instruction files without precedence

The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies.

Governance

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places

Functions with the same substantial AST body hash: tools/video/stock_sources/nasa.py:115:download, tools/video/stock_sources/archive_org.py:182:download 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…

duplicatesduplication

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places

Functions with the same substantial AST body hash: tools/video/stock_sources/pond5_pd.py:174:download, tools/video/stock_sources/loc.py:219:download, tools/video/stock_sources/nara.py:183:download This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-c…

duplicatesduplication

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `2_t2v_lightx2v_4steps_lora_v1` in tools/_comfyui/metadata.py:98

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 `2_t2v_lightx2v_4steps_lora_v1` in tools/video/comfyui_video.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 `_link_or_copy` in tools/video/clip_cache.py:354

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 `eleven_multilingual_v2` in tools/audio/elevenlabs_tts.py:78

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 `eleven_multilingual_v2` in tools/audio/tts_selector.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 `inp_copy` in .claude/skills/manimgl-best-practices/examples/mlp_relu_visualization.py:160

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 `kling_v2` in tools/video/_shared.py:22

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 `text_copy` in .claude/skills/manimgl-best-practices/examples/autoregressive_flow.py:77

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 `text_copy` in .claude/skills/manimgl-best-practices/examples/llm_prediction_pipeline.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 software Dead code conf 1.00 Possibly dead Python function: build_batch_prompts

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/shot_prompt_builder.py:146

low System graph software Dead code conf 1.00 Possibly dead Python function: check_extension_permitted

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/pipeline_loader.py:201

low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: construct

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

4 files, 4 locations

.claude/skills/manimgl-best-practices/templates/3d_scene.py:228

.claude/skills/manimgl-best-practices/templates/basic_scene.py:97

.claude/skills/manimgl-best-practices/templates/interactive_scene.py:36

.claude/skills/manimgl-best-practices/templates/math_scene.py:292

low System graph software Dead code conf 1.00 Possibly dead Python function: format_ranking

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/scoring.py:545

low System graph software Dead code conf 1.00 Possibly dead Python function: generate_batch

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

.claude/skills/bfl-api/references/code-examples/python-client.py:241

low System graph software Dead code conf 1.00 Possibly dead Python function: generate_i2i

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

.claude/skills/bfl-api/references/code-examples/python-client.py:196

low System graph software Dead code conf 1.00 Possibly dead Python function: generate_playbook

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/playbook_generator.py:52

low System graph software Dead code conf 1.00 Possibly dead Python function: has_user_media

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/source_media_review.py:387

low System graph software Dead code conf 1.00 Possibly dead Python function: knn

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/corpus.py:288

low System graph software Dead code conf 1.00 Possibly dead Python function: model_info

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/clip_embedder.py:55

low System graph software Dead code conf 1.00 Possibly dead Python function: require_env

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/env_loader.py:29

low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_path

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/config_model.py:87

low System graph software Dead code conf 1.00 Possibly dead Python function: save_playbook

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

lib/playbook_generator.py:200

low System graph software Dead code conf 1.00 Possibly dead Python function: verify_webhook_signature

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

.claude/skills/bfl-api/references/code-examples/python-client.py:426

low System graph security Skillspector conf 0.70 SkillSpector EA3 (excessive-agency) in .claude/skills/manimce-best-practices/LICENSE.txt

NOT LIMITED TO Skill's behavior or capabilities extend beyond its stated purpose. Scope creep allows an agent to perform actions unrelated to its documented functionality, increasing the attack surface. Skill: manimce-best-practices Rule: EA3 Category: excessive-agency Severity: LOW Confidence:…

.claude/skills/manimce-best-practices/LICENSE.txt:16 Mcp skillExcessive agencyEa3

low System graph quality Complexity conf 1.00 Very large file: tests/tools/test_hyperframes_compose.py (1315 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: tools/video/video_compose.py (2634 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

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