shawn-sandy/agentics — Repobility public scan

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shawn-sandy/agentics

https://github.com/shawn-sandy/agentics · scanned 2026-06-16 00:09 UTC (2 months, 2 weeks ago)

45 raw signals (0 security + 45 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 39 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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Security checks

77.8% cov · 39 findings

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Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 2 Medium 24 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 39 Crowd 0 Layer: Frontend 1 Security 6 Cicd 3 Quality 29

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 57.7/100 with 77.8% coverage. It contains 1035 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 45 findings — concentrated in quality (29), cicd (9), security (6). Risk profile is high: 0 critical, 2 high, 29 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 30 of 39 actionable findings. 45 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 Agent instructions conf 1.00 Agent instruction/config may expose a secret: kit/plugins/plan-agent/skills/refine-prompt/SKILL.md

Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.

kit/plugins/plan-agent/skills/refine-prompt/SKILL.md:264 SecretsSkill file

high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: kit/plugins/social-media-tools/skills/security-scrub/SKILL.md

Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.

kit/plugins/social-media-tools/skills/security-scrub/SKILL.md:59 SecretsSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/serve-docs.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.

.claude/commands/serve-docs.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/digests/code-digest-2026-05-31.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.

.claude/digests/code-digest-2026-05-31.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/marketplace.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.

.claude/rules/marketplace.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/plugin-patterns.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.

.claude/rules/plugin-patterns.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/agent-reviewer/skills/reviewing-agents/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.

kit/plugins/agent-reviewer/skills/reviewing-agents/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/code-review/skills/code-review-agent/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.

kit/plugins/code-review/skills/code-review-agent/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/code-simplifier/skills/code-simplifier/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.

kit/plugins/code-simplifier/skills/code-simplifier/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/git-agent/skills/pr-agent/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.

kit/plugins/git-agent/skills/pr-agent/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/issue-agent/skills/create-issue/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.

kit/plugins/issue-agent/skills/create-issue/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/skill-reviewer/skills/reviewing-skills/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.

kit/plugins/skill-reviewer/skills/reviewing-skills/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/social-media-tools/skills/security-scrub/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.

kit/plugins/social-media-tools/skills/security-scrub/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/social-media-tools/skills/share-blog/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.

kit/plugins/social-media-tools/skills/share-blog/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/social-media-tools/skills/share-code/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.

kit/plugins/social-media-tools/skills/share-code/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/social-media-tools/skills/share-github/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.

kit/plugins/social-media-tools/skills/share-github/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/social-media-tools/skills/share-project/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.

kit/plugins/social-media-tools/skills/share-project/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/social-media-tools/skills/share-selection/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.

kit/plugins/social-media-tools/skills/share-selection/SKILL.md VerificationSkill file

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: kit/plugins/social-media-tools/skills/share-video/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.

kit/plugins/social-media-tools/skills/share-video/SKILL.md VerificationSkill file

medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: kit/plugins/plan-agent/skills/review-plan/SKILL.md

Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.

kit/plugins/plan-agent/skills/review-plan/SKILL.md:58 Supply chainSkill file

medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: kit/plugins/product-plans/skills/plan-review-agents/SKILL.md

Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.

kit/plugins/product-plans/skills/plan-review-agents/SKILL.md:107 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 cicd CI/CD security conf 1.00 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned

anthropics/claude-code-action@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.

3 files, 3 locations

.github/workflows/claude-code-review.yml:36

.github/workflows/claude.yml:35

.github/workflows/update-readme.yml:19

CI/CD securitySupply chainGithub actions

medium System graph cicd CI/CD security conf 1.00 4 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.

4 files, 4 locations

.github/workflows/claude-code-review.yml

.github/workflows/claude.yml

.github/workflows/deploy-pages.yml

.github/workflows/update-readme.yml

CI/CD securitySupply chainGithub actions

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in docs/plans/publish-plugins-to-dist-repo-daily.html:356

Found a known-risky pattern (node_child_process). Review and replace if possible.

docs/plans/publish-plugins-to-dist-repo-daily.html:356 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/build-dist.mjs:16

Found a known-risky pattern (node_child_process). Review and replace if possible.

scripts/build-dist.mjs:16 Node child process

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

Found 53 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 cicd CI/CD security conf 1.00 2 occurrences 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.

2 files, 2 locations

.github/workflows/claude-code-review.yml:30

.github/workflows/claude.yml:29

CI/CD securitySupply chainGithub actions

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

Functions with the same first-5-line body hash: kit/plugins/plan-agent/hooks/validate-plan-filename.py:main, kit/plugins/plan-agent/hooks/rebuild-plans-index.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or do…

duplicatesduplication

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

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

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