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slartibardfast/yarn-agentic

https://github.com/slartibardfast/yarn-agentic · scanned 2026-06-16 00:15 UTC (2 months, 2 weeks ago)

55 raw signals (0 security + 55 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 54 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
68.8
/100
Security checks
69
0 findings
System graph
69
77.8% cov · 54 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 10 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 54 Crowd 0 Layer: Software 24 Network 4 Frontend 1 Security 1 Cicd 2 Quality 22
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Scan summary Repository scanned at 68.8/100 with 77.8% coverage. It contains 632 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 55 findings — concentrated in software (24), quality (23), network (4). Risk profile is low: 0 critical, 0 high, 10 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 42 of 54 actionable findings. 55 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 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. 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 cicd CI/CD security conf 1.00 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.
.github/workflows/pages.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/check-bindings.py:110
`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 — scripts/profile-aggregate.py:90
`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 security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph network Security conf 1.00 Privileged port 10 in use
Port 10 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/deploy-llama-server.sh Ports
medium System graph network Security conf 1.00 Privileged port 27 in use
Port 27 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/deploy-llama-server.sh Ports
medium System graph network Security conf 1.00 Privileged port 37 in use
Port 37 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/deploy-llama-server.sh Ports
medium System graph network Security conf 1.00 Privileged port 52 in use
Port 52 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/deploy-llama-server.sh Ports
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
2 test file(s) for 35 source file(s) (ratio 0.06). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 395 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/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:35 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: docs/archive/phases/qwen35-tool-calling/profile/mtp_ctx_sweep.py:run_one, docs/archive/phases/qwen35-tool-calling/profile/drive.py:run_one This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygien…
2 occurrences
repo-level (2 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: scripts/vllm_sm75_patches.py:patched, scripts/vllm_sm75_patches.py:patched, scripts/vllm_sm75_patches.py:patched This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or documen…
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 `G0_v1` in scripts/autoround_to_q4_0_gguf.py:200
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: build_request_hermes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/archive/phases/qwen35-tool-calling/harness/run_eval.py:168
low System graph software Dead code conf 1.00 Possibly dead Python function: build_request_openai
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/archive/phases/qwen35-tool-calling/harness/run_eval.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: f
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/autoround_to_q4_0_gguf.py:942
low System graph software Dead code conf 1.00 Possibly dead Python function: fp32_bytes_per_token
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/compare-slot0.py:13
low System graph software Dead code conf 1.00 Possibly dead Python function: hook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/dflash-extract-vllm.py:143
low System graph software Dead code conf 1.00 Possibly dead Python function: hook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/gate3b-drafter-logits-vllm.py:235
low System graph software Dead code conf 1.00 Possibly dead Python function: matches_cast
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/recast_bf16_to_fp16.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_response_hermes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/archive/phases/qwen35-tool-calling/harness/run_eval.py:199
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_response_openai
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/archive/phases/qwen35-tool-calling/harness/run_eval.py:148
low System graph software Dead code conf 1.00 Possibly dead Python function: patched
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/vllm_sm75_patches.py:268
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_compute_logits
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/gate3b-drafter-logits-vllm.py:186
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_dequant_model
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/autoround_to_q4_0_gguf.py:710
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_enc
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/vllm_sm75_patches.py:326
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_ext
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/vllm_sm75_patches.py:331
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_forward
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/vllm_sm75_patches.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_tensor_force_quant
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/autoround_to_q4_0_gguf.py:691
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_text_modify
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/autoround_to_q4_0_gguf.py:660
low System graph software Dead code conf 1.00 Possibly dead Python function: safe_view
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/vllm_sm75_patches.py:135
low System graph software Dead code conf 1.00 Possibly dead Python function: worker_collect
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/dflash-extract-vllm.py:186
low System graph software Dead code conf 1.00 Possibly dead Python function: worker_collect_iter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/gate3b-drafter-logits-vllm.py:273
low System graph software Dead code conf 1.00 Possibly dead Python function: worker_extract
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/dflash-extract-vllm.py:94
low System graph software Dead code conf 1.00 Possibly dead Python function: worker_install_hook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/gate3b-drafter-logits-vllm.py:134
low System graph software Dead code conf 1.00 Possibly dead Python function: worker_reset
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/gate3b-drafter-logits-vllm.py:266
low System graph software Dead code conf 1.00 Possibly dead Python function: yellow
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check-bindings.py:93
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: scripts/autoround_to_q4_0_gguf.py (1070 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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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