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Tzeusy/ai-bootstrap

https://github.com/Tzeusy/ai-bootstrap · scanned 2026-06-16 00:44 UTC (2 months, 1 week ago)

106 raw signals (0 security + 106 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 88 actionable findings from 1 signal source. 18 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 71.7/100 with 88.9% coverage. It contains 1553 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 106 findings — concentrated in quality (68), software (27), security (9). Risk profile is high: 1 critical, 2 high, 43 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 80 of 88 actionable findings. 106 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.

critical System graph security Secrets conf 1.00 Possible secret in skills/archive/langsmith-fetch/SKILL.md
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
skills/archive/langsmith-fetch/SKILL.md:29
high System graph security security conf 1.00 Insecure pattern 'eval_used' in agents/security/AGENTS.md:53
Found a known-risky pattern (eval_used). Review and replace if possible.
agents/security/AGENTS.md:53 Eval used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in agents/security/AGENTS.md:53
Found a known-risky pattern (exec_used). Review and replace if possible.
agents/security/AGENTS.md:53 Exec used
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.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.
.claude/settings.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/prompts/opsx-apply.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.
.codex/prompts/opsx-apply.md VerificationCodex instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/prompts/opsx-archive.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.
.codex/prompts/opsx-archive.md VerificationCodex instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/prompts/opsx-sync.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.
.codex/prompts/opsx-sync.md VerificationCodex instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/archive/changelog-generator/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/archive/changelog-generator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/archive/connect/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/archive/connect/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/archive/invoice-organizer/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/archive/invoice-organizer/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/archive/lead-research-assistant/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/archive/lead-research-assistant/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/archive/meeting-insights-analyzer/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/archive/meeting-insights-analyzer/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/archive/skill-installer/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/archive/skill-installer/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/archive/slack-gif-creator/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/archive/slack-gif-creator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/archive/video-downloader/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/archive/video-downloader/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/brainstorming/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/brainstorming/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/bws-cli-skill/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/bws-cli-skill/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/personal/beads-orchestration/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/personal/beads-orchestration/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/personal/beads-orchestration/subskills/beads-cleanup/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/personal/beads-orchestration/subskills/beads-cleanup/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/personal/th-tooling/subskills/config-surface-audit/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/personal/th-tooling/subskills/config-surface-audit/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/personal/th-tooling/subskills/transcript-retention/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/personal/th-tooling/subskills/transcript-retention/SKILL.md VerificationSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/archive/docx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/archive/docx/SKILL.md:194 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/archive/pptx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/archive/pptx/SKILL.md:478 Supply chainSkill file
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 'dangerous_innerhtml' in agents/security/AGENTS.md:53
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
agents/security/AGENTS.md:53 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in agents/security/AGENTS.md:53
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
agents/security/AGENTS.md:53 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in agents/security/AGENTS.md:163
Found a known-risky pattern (weak_hash). Review and replace if possible.
agents/security/AGENTS.md:163 Weak hash
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/archive/docx/ooxml/scripts/validation/redlining.py:153
`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 — skills/archive/pptx/ooxml/scripts/validation/redlining.py:153
`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 — skills/archive/pptx/scripts/thumbnail.py:219
`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 — skills/archive/skill-installer/scripts/github_utils.py:16
`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 — skills/archive/skill-installer/scripts/install-skill-from-github.py:100
`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 — skills/archive/video-downloader/scripts/download_video.py:24
`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 — skills/archive/xlsx/recalc.py:92
`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 — skills/personal/beads-orchestration/subskills/beads-pr-reviewer-worker/scripts/create_inline_review_comment.py:13
`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 — skills/personal/beads-orchestration/subskills/beads-pr-reviewer-worker/scripts/evaluate_merge_readiness.py:39
`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 — skills/personal/beads-orchestration/subskills/beads-pr-reviewer-worker/scripts/list_review_threads.py:84
`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 — skills/personal/beads-orchestration/subskills/beads-pr-reviewer-worker/scripts/prepare_pr_branch.py:13
`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 — skills/personal/beads-orchestration/subskills/beads-pr-reviewer-worker/scripts/reply_to_review_thread.py:37
`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 — skills/personal/beads-orchestration/subskills/beads-pr-reviewer-worker/scripts/resolve_review_context.py:21
`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 — skills/personal/beads-orchestration/subskills/beads-pr-reviewer-worker/scripts/resolve_review_thread.py:33
`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 — skills/personal/th-engineering/subskills/excalidraw-diagram/scripts/render_excalidraw.py:291
`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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 34 placeholder/mock markers across 8 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 478 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 Tests conf 1.00 Low test-to-source ratio
17 tests / 80 src (ratio 0.21).
low System graph quality Integrity conf 1.00 18 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: skills/archive/slack-gif-creator/core/visual_effects.py:update, skills/archive/slack-gif-creator/core/visual_effects.py:update This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolid…
18 occurrences
repo-level (18 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: skills/archive/slack-gif-creator/core/typography.py:draw_text_with_outline, skills/archive/slack-gif-creator/core/typography.py:draw_text_with_shadow, skills/archive/slack-gif-creator/core/typography.py:draw_text_with_glow, skills/archive/slack-gif-cr…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `xml_copy` in skills/archive/docx/ooxml/scripts/validation/base.py:769
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 `xml_copy` in skills/archive/pptx/ooxml/scripts/validation/base.py:769
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: add_motion_blur
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/visual_effects.py:213
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_simple_mirror
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/templates/kaleidoscope.py:86
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_squash_stretch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:163
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_trail_effect
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/templates/move.py:199
low System graph software Dead code conf 1.00 Possibly dead Python function: create_breathing_animation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/templates/pulse.py:188
low System graph software Dead code conf 1.00 Possibly dead Python function: create_fade_to_color
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/templates/fade.py:251
low System graph software Dead code conf 1.00 Possibly dead Python function: create_nope_flip
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/templates/flip.py:227
low System graph software Dead code conf 1.00 Possibly dead Python function: create_path_from_points
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/templates/move.py:160
low System graph software Dead code conf 1.00 Possibly dead Python function: create_reaction_morph
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/templates/morph.py:200
low System graph software Dead code conf 1.00 Possibly dead Python function: draw_text_in_box
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/typography.py:218
low System graph software Dead code conf 1.00 Possibly dead Python function: draw_text_with_glow
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/typography.py:164
low System graph software Dead code conf 1.00 Possibly dead Python function: draw_text_with_shadow
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/typography.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_back_in
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_back_in_out
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:154
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_back_out
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:147
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_cubic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:34
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_elastic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_out_bounce
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:71
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_out_cubic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_out_elastic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:92
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_out_quad
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_quad
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_out_cubic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_out_elastic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/easing.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: emit_confetti
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/visual_effects.py:143
low System graph software Dead code conf 1.00 Possibly dead Python function: emit_sparkles
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/visual_effects.py:171
low System graph software Dead code conf 1.00 Possibly dead Python function: scale_font_for_frame
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/archive/slack-gif-creator/core/typography.py:339
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — skills/archive/pptx/scripts/html2pptx.js:921
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — skills/personal/th-engineering/subskills/excalidraw-diagram/scripts/render_excalidraw.py:306
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: skills/archive/docx/scripts/document.py (1276 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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