w7-mgfcode/cvforge-ai — Repobility public scan

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w7-mgfcode/cvforge-ai

https://github.com/w7-mgfcode/cvforge-ai · scanned 2026-06-16 00:53 UTC (2 months, 1 week ago)

75 raw signals (0 security + 75 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 75 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Security checks

88.9% cov · 75 findings

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Severity distribution — click a segment to filter

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Severity: Critical 0 High 1 Medium 47 Low 6 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 75 Crowd 0 Layer: Frontend 2 Security 8 Quality 65

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 73.3/100 with 88.9% coverage. It contains 1637 nodes across 3 cross-layer flows, written primarily in mixed languages. Engine surfaced 75 findings — concentrated in quality (65), security (8), frontend (2). Risk profile is high: 0 critical, 1 high, 47 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 54 of 75 actionable findings. 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 security conf 1.00 Insecure pattern 'exec_used' in .claude/skills/vercel-optimize/lib/vercel.mjs:16

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

.claude/skills/vercel-optimize/lib/vercel.mjs:16 Exec used

medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — .claude/skills/vercel-optimize/lib/grade-recommendation.mjs:6

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 quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — .claude/skills/vercel-optimize/lib/investigation-brief.mjs:604

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 quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — .claude/skills/vercel-optimize/lib/scanners/cache-components-suspense-dedupe.mjs:65

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 quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — .claude/skills/vercel-optimize/lib/scanners/missing-cache-headers.mjs:3

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 quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/fpat/dogfood-a4.mjs:82

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 quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/commit.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/commit.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/fpat-continuation.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/fpat-continuation.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/fpat-handoff.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/fpat-handoff.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/fpat-prime.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/fpat-prime.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/docs/flow-pack-agent-team/agent-team.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/docs/flow-pack-agent-team/agent-team.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/docs/flow-pack-agent-team/continuation-discipline.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/docs/flow-pack-agent-team/continuation-discipline.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/docs/flow-pack-agent-team/decomposition.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/docs/flow-pack-agent-team/decomposition.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/docs/skills-cli-guide.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/docs/skills-cli-guide.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/skills.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/skills.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-composition-patterns/AGENTS.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/skills/vercel-composition-patterns/AGENTS.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-composition-patterns/rules/patterns-explicit-variants.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/skills/vercel-composition-patterns/rules/patterns-explicit-variants.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-optimize/references/playbooks/ai-application.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/skills/vercel-optimize/references/playbooks/ai-application.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-optimize/references/playbooks/saas.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/skills/vercel-optimize/references/playbooks/saas.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-optimize/references/playbooks/sveltekit.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/skills/vercel-optimize/references/playbooks/sveltekit.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/advanced-init-once.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/skills/vercel-react-best-practices/rules/advanced-init-once.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/async-cheap-condition-before-await.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/skills/vercel-react-best-practices/rules/async-cheap-condition-before-await.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/async-dependencies.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/skills/vercel-react-best-practices/rules/async-dependencies.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/async-parallel.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/skills/vercel-react-best-practices/rules/async-parallel.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/js-length-check-first.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/skills/vercel-react-best-practices/rules/js-length-check-first.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/rendering-resource-hints.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/skills/vercel-react-best-practices/rules/rendering-resource-hints.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/rendering-svg-precision.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/skills/vercel-react-best-practices/rules/rendering-svg-precision.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/rerender-move-effect-to-event.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/skills/vercel-react-best-practices/rules/rerender-move-effect-to-event.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/rerender-split-combined-hooks.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/skills/vercel-react-best-practices/rules/rerender-split-combined-hooks.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/server-after-nonblocking.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/skills/vercel-react-best-practices/rules/server-after-nonblocking.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/server-cache-react.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/skills/vercel-react-best-practices/rules/server-cache-react.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/server-hoist-static-io.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/skills/vercel-react-best-practices/rules/server-hoist-static-io.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/server-no-shared-module-state.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/skills/vercel-react-best-practices/rules/server-no-shared-module-state.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-best-practices/rules/server-parallel-fetching.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/skills/vercel-react-best-practices/rules/server-parallel-fetching.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/vercel-react-view-transitions/README.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/skills/vercel-react-view-transitions/README.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/web-design-guidelines/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.

.claude/skills/web-design-guidelines/SKILL.md VerificationClaude instruction

medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/skills/deploy-to-vercel/SKILL.md

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

.claude/skills/deploy-to-vercel/SKILL.md:141 Supply chainClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing

AI-coder instruction files were found, but the repo is missing license, tests. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.

Repo hardeningGenerated repo pattern

medium System graph quality Tests conf 1.00 CI is configured but no tests are detected

A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.

CI/CDConfig theaterRepo hardening

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 .claude/skills/vercel-react-best-practices/AGENTS.md:2537

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

.claude/skills/vercel-react-best-practices/AGENTS.md:2537 Dangerous innerhtml

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .claude/skills/vercel-optimize/lib/vercel.mjs:3

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

.claude/skills/vercel-optimize/lib/vercel.mjs:3 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .claude/skills/vercel-optimize/lib/verify-claim.mjs:4

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

.claude/skills/vercel-optimize/lib/verify-claim.mjs:4 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/fpat/eval/audit-planning-accuracy.mjs:19

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

scripts/fpat/eval/audit-planning-accuracy.mjs:19 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/fpat/eval/check-fixtures.mjs:22

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

scripts/fpat/eval/check-fixtures.mjs:22 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/fpat/eval/lib/gh.mjs:2

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

scripts/fpat/eval/lib/gh.mjs:2 Node child process

medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected

Found 14 placeholder/mock markers across 6 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.

Mock dataIncompleteGenerated repo pattern

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

1 test file(s) for 131 source file(s) (ratio 0.01). Consider adding integration or unit tests for critical paths.

Coverage

low System graph quality Production readiness conf 1.00 Composite production-readiness gap

Multiple low-cost hardening controls are missing together: license, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.

Repo hardeningGenerated repo pattern

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

Found 66 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 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 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 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 Complexity conf 1.00 Very large file: .claude/skills/vercel-optimize/lib/verify-claim.mjs (1199 lines)

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

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