---
title: "QA-Pilot trust report"
type: "trust-report"
slug: "reid41-qa-pilot"
canonical_url: "https://www.graphcanon.com/tools/reid41-qa-pilot/trust"
computed_at: "2026-07-11T10:40:14.936Z"
maintenance_label: "Slowing"
security_status: "findings"
---

# QA-Pilot trust report

_Sourced [trust signals](/glossary/trust-and-signals/trust-signal) from public GitHub metadata and optional dependency [security scans](/glossary/trust-and-signals/security-scan). Not a security guarantee._

## Maintenance

- Label: Slowing (36% recency signal)
- Days since last push: 321
- Methodology: github_public_v1

## Provenance

- GitHub repo id: 781254183
- Not a fork
- Owner type: User
- Computed at: 2026-07-11T10:40:14.936Z
- Methodology: github_public_v1

## Security scan

- Status: Findings present (0 critical, 0 high, 0 medium, 181 low) · last scan 2026-07-11T10:40:15.818Z

### Findings

- **low**: GHSA-2fqr-mr3j-6wp8 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-2vrm-gr82-f7m5 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-3wq7-rqq7-wx6j (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-4fvr-rgm6-gqmc (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-4m7w-qmgq-4wj5 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-54jq-c3m8-4m76 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-5m98-qgg9-wh84 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-63hf-3vf5-4wqf (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-63hw-fmq6-xxg2 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-69f9-5gxw-wvc2 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-6jhg-hg63-jvvf (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-6mq8-rvhq-8wgg (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-7gpw-8wmc-pm8g (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-8495-4g3g-x7pr (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-9548-qrrj-x5pj (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-966j-vmvw-g2g9 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-9x8q-7h8h-wcw9 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-c427-h43c-vf67 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-fh55-r93g-j68g (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-g3cq-j2xw-wf74 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-g84x-mcqj-x9qq (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-hcc4-c3v8-rx92 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-hg6j-4rv6-33pg (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-hpj7-wq8m-9hgp (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-jg22-mg44-37j8 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-jj3x-wxrx-4x23 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-m5qp-6w8w-w647 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-m6qw-4cw2-hm4m (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-mqqc-3gqh-h2x8 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-mwh4-6h8g-pg8w (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-p998-jp59-783m (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-w2fm-2cpv-w7v5 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-xcgm-r5h9-7989 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1097 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1098 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1099 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1100 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1101 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1102 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1103 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1104 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1105 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1106 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1107 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-1109 (aiohttp@3.9.3 · requirements.txt)
- **low**: PYSEC-2026-237 (aiohttp@3.9.3 · requirements.txt)
- **low**: GHSA-248v-346w-9cwc (certifi@2024.2.2 · requirements.txt)
- **low**: PYSEC-2024-230 (certifi@2024.2.2 · requirements.txt)
- **low**: GHSA-w8v5-vhqr-4h9v (diskcache@5.6.3 · requirements.txt)
- **low**: GHSA-qmgc-5h2g-mvrw (filelock@3.13.3 · requirements.txt)
- **low**: GHSA-w853-jp5j-5j7f (filelock@3.13.3 · requirements.txt)
- **low**: PYSEC-2026-1374 (filelock@3.13.3 · requirements.txt)
- **low**: PYSEC-2026-1375 (filelock@3.13.3 · requirements.txt)
- **low**: GHSA-68rp-wp8r-4726 (Flask@3.0.3 · requirements.txt)
- **low**: GHSA-43qf-4rqw-9q2g (Flask-Cors@4.0.1 · requirements.txt)
- **low**: GHSA-7rxf-gvfg-47g4 (Flask-Cors@4.0.1 · requirements.txt)
- **low**: GHSA-8vgw-p6qm-5gr7 (Flask-Cors@4.0.1 · requirements.txt)
- **low**: GHSA-hxwh-jpp2-84pm (Flask-Cors@4.0.1 · requirements.txt)
- **low**: PYSEC-2024-71 (Flask-Cors@4.0.1 · requirements.txt)
- **low**: PYSEC-2026-1383 (Flask-Cors@4.0.1 · requirements.txt)
- **low**: PYSEC-2026-1384 (Flask-Cors@4.0.1 · requirements.txt)
- **low**: PYSEC-2026-1385 (Flask-Cors@4.0.1 · requirements.txt)
- **low**: GHSA-7545-fcxq-7j24 (GitPython@3.1.42 · requirements.txt)
- **low**: GHSA-mv93-w799-cj2w (GitPython@3.1.42 · requirements.txt)
- **low**: GHSA-rpm5-65cw-6hj4 (GitPython@3.1.42 · requirements.txt)
- **low**: GHSA-v87r-6q3f-2j67 (GitPython@3.1.42 · requirements.txt)
- **low**: GHSA-x2qx-6953-8485 (GitPython@3.1.42 · requirements.txt)
- **low**: GHSA-vqfr-h8mv-ghfj (h11@0.14.0 · requirements.txt)
- **low**: PYSEC-2026-348 (h11@0.14.0 · requirements.txt)
- **low**: GHSA-65pc-fj4g-8rjx (idna@3.6 · requirements.txt)
- **low**: GHSA-jjg7-2v4v-x38h (idna@3.6 · requirements.txt)
- **low**: PYSEC-2024-60 (idna@3.6 · requirements.txt)
- **low**: PYSEC-2026-215 (idna@3.6 · requirements.txt)
- **low**: GHSA-cpwx-vrp4-4pq7 (Jinja2@3.1.3 · requirements.txt)
- **low**: GHSA-gmj6-6f8f-6699 (Jinja2@3.1.3 · requirements.txt)
- **low**: GHSA-h75v-3vvj-5mfj (Jinja2@3.1.3 · requirements.txt)
- **low**: GHSA-q2x7-8rv6-6q7h (Jinja2@3.1.3 · requirements.txt)
- **low**: PYSEC-2026-1471 (Jinja2@3.1.3 · requirements.txt)
- **low**: PYSEC-2026-1472 (Jinja2@3.1.3 · requirements.txt)
- **low**: PYSEC-2026-1474 (Jinja2@3.1.3 · requirements.txt)
- **low**: PYSEC-2026-1475 (Jinja2@3.1.3 · requirements.txt)
- **low**: GHSA-3644-q5cj-c5c7 (langchain@0.2.6 · requirements.txt)
- **low**: GHSA-gr75-jv2w-4656 (langchain@0.2.6 · requirements.txt)
- **low**: GHSA-45pg-36p6-83v9 (langchain-community@0.2.6 · requirements.txt)
- **low**: GHSA-pc6w-59fv-rh23 (langchain-community@0.2.6 · requirements.txt)
- **low**: GHSA-q25c-c977-4cmh (langchain-community@0.2.6 · requirements.txt)
- **low**: PYSEC-2024-115 (langchain-community@0.2.6 · requirements.txt)
- **low**: PYSEC-2026-1515 (langchain-community@0.2.6 · requirements.txt)
- **low**: PYSEC-2026-1516 (langchain-community@0.2.6 · requirements.txt)
- **low**: GHSA-2g6r-c272-w58r (langchain-core@0.2.11 · requirements.txt)
- **low**: GHSA-5chr-fjjv-38qv (langchain-core@0.2.11 · requirements.txt)
- **low**: GHSA-6qv9-48xg-fc7f (langchain-core@0.2.11 · requirements.txt)
- **low**: GHSA-926x-3r5x-gfhw (langchain-core@0.2.11 · requirements.txt)
- **low**: GHSA-c67j-w6g6-q2cm (langchain-core@0.2.11 · requirements.txt)
- **low**: GHSA-pjwx-r37v-7724 (langchain-core@0.2.11 · requirements.txt)
- **low**: GHSA-qh6h-p6c9-ff54 (langchain-core@0.2.11 · requirements.txt)
- **low**: PYSEC-2026-1517 (langchain-core@0.2.11 · requirements.txt)
- **low**: PYSEC-2026-1518 (langchain-core@0.2.11 · requirements.txt)
- **low**: PYSEC-2026-373 (langchain-core@0.2.11 · requirements.txt)
- **low**: GHSA-r7w7-9xr2-qq2r (langchain-openai@0.1.8 · requirements.txt)
- **low**: PYSEC-2026-76 (langchain-openai@0.1.8 · requirements.txt)
- **low**: GHSA-fv5p-p927-qmxr (langchain-text-splitters@0.2.1 · requirements.txt)
- **low**: GHSA-m42m-m8cr-8m58 (langchain-text-splitters@0.2.1 · requirements.txt)
- **low**: PYSEC-2026-1520 (langchain-text-splitters@0.2.1 · requirements.txt)
- **low**: PYSEC-2026-77 (langchain-text-splitters@0.2.1 · requirements.txt)
- **low**: GHSA-f4xh-w4cj-qxq8 (langsmith@0.1.80 · requirements.txt)
- **low**: GHSA-rr7j-v2q5-chgv (langsmith@0.1.80 · requirements.txt)
- **low**: GHSA-3wxx-q3gv-pvvv (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: GHSA-488g-hw5f-x29p (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: GHSA-7753-xrfw-ch36 (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: GHSA-cr7q-2w66-hjcm (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: GHSA-j3wr-m6xh-64hg (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: PYSEC-2026-1559 (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: PYSEC-2026-1560 (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: PYSEC-2026-1561 (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: PYSEC-2026-1562 (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: PYSEC-2026-1563 (llama-index-core@0.10.43.post1 · requirements.txt)
- **low**: GHSA-56xg-wfcc-g829 (llama_cpp_python@0.2.67 · requirements.txt)
- **low**: PYSEC-2026-392 (llama_cpp_python@0.2.67 · requirements.txt)
- **low**: GHSA-428g-f7cq-pgp5 (marshmallow@3.21.1 · requirements.txt)
- **low**: PYSEC-2026-1605 (marshmallow@3.21.1 · requirements.txt)
- **low**: GHSA-469j-vmhf-r6v7 (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-68j8-pq59-fqgm (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-7p94-766c-hgjp (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-cgvx-9447-vcch (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-gfwx-w7gr-fvh7 (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-h8wq-7xc4-p3qx (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-jm6w-m3j8-898g (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-p4gq-832x-fm9v (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-rf74-v2fm-23pw (nltk@3.8.1 · requirements.txt)
- **low**: PYSEC-2024-167 (nltk@3.8.1 · requirements.txt)
- **low**: PYSEC-2026-2078 (nltk@3.8.1 · requirements.txt)
- **low**: PYSEC-2026-2085 (nltk@3.8.1 · requirements.txt)
- **low**: PYSEC-2026-597 (nltk@3.8.1 · requirements.txt)
- **low**: PYSEC-2026-96 (nltk@3.8.1 · requirements.txt)
- **low**: PYSEC-2026-97 (nltk@3.8.1 · requirements.txt)
- **low**: PYSEC-2026-98 (nltk@3.8.1 · requirements.txt)
- **low**: PYSEC-2026-99 (nltk@3.8.1 · requirements.txt)
- **low**: GHSA-hx9q-6w63-j58v (orjson@3.9.15 · requirements.txt)
- **low**: PYSEC-2026-107 (orjson@3.9.15 · requirements.txt)
- **low**: GHSA-44wm-f244-xhp3 (pillow@10.2.0 · requirements.txt)
- **low**: GHSA-r73j-pqj5-w3x7 (pillow@10.2.0 · requirements.txt)
- **low**: GHSA-wjx4-4jcj-g98j (pillow@10.2.0 · requirements.txt)
- **low**: PYSEC-2026-165 (pillow@10.2.0 · requirements.txt)
- **low**: PYSEC-2026-1793 (pillow@10.2.0 · requirements.txt)
- **low**: GHSA-7gcm-g887-7qv7 (protobuf@4.25.3 · requirements.txt)
- **low**: GHSA-8qvm-5x2c-j2w7 (protobuf@4.25.3 · requirements.txt)
- **low**: PYSEC-2026-1805 (protobuf@4.25.3 · requirements.txt)
- **low**: PYSEC-2026-1806 (protobuf@4.25.3 · requirements.txt)
- **low**: GHSA-rgxp-2hwp-jwgg (pyarrow@15.0.2 · requirements.txt)
- **low**: PYSEC-2024-161 (pyarrow@15.0.2 · requirements.txt)
- **low**: PYSEC-2026-113 (pyarrow@15.0.2 · requirements.txt)
- **low**: GHSA-jr27-m4p2-rc6r (pyasn1@0.6.0 · requirements.txt)
- **low**: GHSA-5239-wwwm-4pmq (Pygments@2.17.2 · requirements.txt)
- **low**: GHSA-752w-5fwx-jx9f (PyJWT@2.8.0 · requirements.txt)
- **low**: GHSA-993g-76c3-p5m4 (PyJWT@2.8.0 · requirements.txt)
- **low**: GHSA-fhv5-28vv-h8m8 (PyJWT@2.8.0 · requirements.txt)
- **low**: GHSA-w7vc-732c-9m39 (PyJWT@2.8.0 · requirements.txt)
- **low**: GHSA-xgmm-8j9v-c9wx (PyJWT@2.8.0 · requirements.txt)
- **low**: PYSEC-2025-183 (PyJWT@2.8.0 · requirements.txt)
- **low**: PYSEC-2026-120 (PyJWT@2.8.0 · requirements.txt)
- **low**: PYSEC-2026-175 (PyJWT@2.8.0 · requirements.txt)
- **low**: PYSEC-2026-177 (PyJWT@2.8.0 · requirements.txt)
- **low**: PYSEC-2026-178 (PyJWT@2.8.0 · requirements.txt)
- **low**: PYSEC-2026-179 (PyJWT@2.8.0 · requirements.txt)
- **low**: GHSA-mf9w-mj56-hr94 (python-dotenv@1.0.1 · requirements.txt)
- **low**: GHSA-59g5-xgcq-4qw3 (python-multipart@0.0.9 · requirements.txt)
- **low**: GHSA-5rvq-cxj2-64vf (python-multipart@0.0.9 · requirements.txt)
- **low**: GHSA-6jv3-5f52-599m (python-multipart@0.0.9 · requirements.txt)
- **low**: GHSA-mj87-hwqh-73pj (python-multipart@0.0.9 · requirements.txt)
- **low**: GHSA-pp6c-gr5w-3c5g (python-multipart@0.0.9 · requirements.txt)
- **low**: GHSA-v9pg-7xvm-68hf (python-multipart@0.0.9 · requirements.txt)
- **low**: GHSA-vffw-93wf-4j4q (python-multipart@0.0.9 · requirements.txt)
- **low**: GHSA-wp53-j4wj-2cfg (python-multipart@0.0.9 · requirements.txt)
- **low**: PYSEC-2026-1851 (python-multipart@0.0.9 · requirements.txt)
- **low**: PYSEC-2026-1852 (python-multipart@0.0.9 · requirements.txt)
- **low**: GHSA-9hjg-9r4m-mvj7 (requests@2.31.0 · requirements.txt)
- **low**: GHSA-9wx4-h78v-vm56 (requests@2.31.0 · requirements.txt)
- **low**: GHSA-gc5v-m9x4-r6x2 (requests@2.31.0 · requirements.txt)
- **low**: PYSEC-2026-1872 (requests@2.31.0 · requirements.txt)
- **low**: PYSEC-2026-1873 (requests@2.31.0 · requirements.txt)

## Method and caveats

These are heuristics from public GitHub data and optional dependency scans, sourced and dated. 
"No criticals found on 2026-07-11" is not a guarantee of safety.
See the full methodology: [/trust-methodology](/trust-methodology.md).

## Common questions

### Is QA-Pilot maintained?

GraphCanon rates QA-Pilot "Slowing" (36% maintenance signal from public GitHub metadata, computed today). Last push was 321 days ago. This is a recency heuristic, not a guarantee the project will stay maintained.

### Is QA-Pilot safe to use?

Last scanned today (deps profile). Status: 181 low - 181 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report. GraphCanon does not certify QA-Pilot as safe - review maintenance, provenance, and scan findings on this page before adopting.

### Is QA-Pilot a fork?

No. QA-Pilot is not flagged as a fork in GitHub metadata at the time of the last refresh.

### Does QA-Pilot have known security vulnerabilities?

Last scanned today (deps profile). Status: 181 low - 181 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report.

### How often is the QA-Pilot trust report updated?

Trust signals refresh on GitHub ingest/refresh cycles and optional dependency/MCP scans. This report was computed today (methodology github_public_v1).

### What does GraphCanon never claim about QA-Pilot?

We never publish a composite safety grade, pen-test endorsement, or "verified secure" label for QA-Pilot. Signals are sourced heuristics with explicit limits - see [trust methodology](/trust-methodology).

### How does GraphCanon assess trust for QA-Pilot?

Signals are sourced from public GitHub metadata and optional dependency/MCP manifest scans, each tagged with methodology version and computed date. GraphCanon does not publish a composite safety grade. Read [trust methodology](/trust-methodology) for full scope and limits.

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/reid41-qa-pilot/trust`](/api/graphcanon/tools/reid41-qa-pilot/trust)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_
