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understudylabs/understudy-agent-tools

https://github.com/understudylabs/understudy-agent-tools · scanned 2026-06-16 00:45 UTC (2 months, 1 week ago)

34 raw signals (0 security + 34 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 34 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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77.8% cov · 34 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 1 Medium 12 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 34 Crowd 0 Layer: Software 4 Frontend 7 Security 7 Cicd 2 Quality 14

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 64.5/100 with 77.8% coverage. It contains 667 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 34 findings — concentrated in quality (14), frontend (7), security (7). Risk profile is high: 0 critical, 1 high, 12 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 26 of 34 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 'eval_used' in skills/README.md:169

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

skills/README.md:169 Eval used

medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — skills/manage-local-models/scripts/pull-understudy-snapshot.mjs:182

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 — src/commands/doctor.ts:59

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 — src/commands/gateway.ts:129

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 — src/commands/login.ts:393

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 — src/internal/http.ts:249

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 security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/onboard/SKILL.md

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

skills/onboard/SKILL.md:112 Supply chainSkill file

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/package-smoke.mjs:5

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

scripts/package-smoke.mjs:5 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/validate-public-skills.mjs:5

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

scripts/validate-public-skills.mjs:5 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in skills/run-local-model-lab/scripts/arena.sh:263

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

skills/run-local-model-lab/scripts/arena.sh:263 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/commands/run.ts:1

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

src/commands/run.ts:1 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/optimize-workload.ts:3

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

src/optimize-workload.ts:3 Node child process

medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration

A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.

Runtime configService clientGenerated repo pattern

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

Found 107 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 GitHub Action is tag-pinned rather than SHA-pinned

actions/setup-node@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:15 CI/CD securitySupply chainGithub actions

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

5 tests / 47 src (ratio 0.11).

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 cicd CI/CD security conf 1.00 package.json defines install-time lifecycle scripts

preinstall/install/postinstall/prepare scripts execute during dependency installation. Review them carefully for network calls, obfuscation, shell execution, or credential access.

package.json CI/CD securitySupply chainNpm

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/run-local-model-lab/scripts/blind_arena.ts:487