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ry071702-prog/wc2026-slack-bot

https://github.com/ry071702-prog/wc2026-slack-bot · scanned 2026-06-15 23:57 UTC (2 months, 3 weeks ago)

28 raw signals (0 security + 28 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 20 actionable findings from 1 signal source. 8 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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77.8% cov · 20 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 3 Low 15 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 20 Crowd 0 Layer: Software 3 Hardware 3 Frontend 1 Cicd 2 Quality 11

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 84.0/100 with 77.8% coverage. It contains 861 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 28 findings — concentrated in quality (15), cicd (6), software (3). Risk profile is low: 0 critical, 0 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 18 of 20 actionable findings. 28 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.

medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — site/assets/app.js:67

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 hardware Security conf 1.00 Dockerfile runs as root: bolt_app/Dockerfile

No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.

Container

medium System graph cicd CI/CD security conf 1.00 5 occurrences GitHub Actions workflow grants broad write permissions

CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.

5 files, 5 locations

.github/workflows/digest.yml

.github/workflows/enrich.yml

.github/workflows/notify.yml

.github/workflows/pages.yml

.github/workflows/squads.yml

CI/CD securitySupply chainGithub actions

low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found

Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.

Deployment

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

Found 111 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12-slim

Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.

bolt_app/Dockerfile:3 containersPinned dependencies

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

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

.github/workflows/pages.yml:67 CI/CD securitySupply chainGithub actions

low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: bolt_app/storage.py:load, bolt_app/storage.py:load 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.

5 occurrences

repo-level (5 hits)

duplicatesduplication

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

Functions with the same first-5-line body hash: src/slack.py:send, src/slack.py:send, src/slack.py:send 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.

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: scripts/build_match_stats.py:load_json, scripts/build_match_predictions.py:load_json, scripts/build_news.py:load_json, scripts/build_match_facts.py:load_json This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://j…

duplicatesduplication

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places

Functions with the same first-5-line body hash: scripts/build_match_stats.py:save_json, scripts/build_match_predictions.py:save_json, scripts/build_news.py:save_json, scripts/build_match_facts.py:save_json This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://j…

duplicatesduplication

low System graph quality License conf 1.00 No license file detected

No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.

Repo hardeningGenerated repo pattern

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `files_upload_v2` in scripts/post_lineup.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 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.

bolt_app/app.py:56

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.

bolt_app/app.py:62

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

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

scripts/build_matchups.py:221

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`) — bolt_app/app.py:62

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

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