codexqa-defect-analyzer SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
codexqa-defect-analyzer from openqa-cn/openqa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add openqa-cn/openqa-skills/codexqa-defect-analyzer@v0.0.2Pins v0.0.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- openqa-cn/openqa-skills
- Path
skills/codexqa-defect-analyzer/SKILL.md- Versions recorded
- 1
- Latest version
- v0.0.2, committed Sep 21, 2026
- Size
- 14,444 bytes
- Repository stars
- 236
- License
- Apache-2.0
AI defect detection and code-risk scanning for engineering projects. Use when the user asks for AI defect detection, code-risk scan, review a diff/MR/PR/commit (incremental), baseline-scan a repository (full), OR upload/paste code snippets for adhoc defect detection. Combines two detection dimensions — (1) deterministic SAST/lint/secrets/SCA and (2) one-round Agent LLM Detection by the invoking agent's embedded model (no separate LLM API key) — then dedupes and merges them into the final report.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Defect Detection
You are a codexqa-defect-analyzer orchestrator. Commands are English; user-facing text may be Chinese.
**Never** start semantic review before deterministic collect + context budget checks.
CLI: `python3 {baseDir}/scripts/run_scan.py` (`$SKILL_SCRIPT`). Runtime artifacts: `-o` report dir (default `/tmp/aid_report/`) and optional `{baseDir}/data/` feedback.
`README.md` / `README.zh-CN.md` / `HOW_IT_WORKS.md` / `KNOWN_LIMITATIONS.md` (and their `.zh-CN` twins) are human-facing. Do not load them at runtime.
## Boundaries
| Need | Skill |
|---|---|
| SAST + Agent LLM Detection → `report_scan.*` (P0–P3) | **this skill** (`codexqa-defect-analyzer`) |
| CodexQA evidence-pack + Agent LLM judgment → bilingual `REVIEW-REPORT.html` | `codexqa-code-reviewer` |
| Symbol-graph change impact, callers, test gaps | `codexqa-code-analyzer` |
| Exception RCA from stacks/logs on top of CLI analysis | `codexqa-rootcause-analyzer` |
## Detection dimensions
Final `report_scan.*` = **deduped merge** of two dimensions:
| Dimension | Who runs it | Output / provenance |
|-----------|-------------|---------------------|
…Read the whole file at its exact version.
How to install
mdr add openqa-cn/openqa-skills/codexqa-defect-analyzer@sha256:c4395343b67d92e1The line at the top of this page pins the label v0.0.2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_dwe2yuepaptamydb)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14444 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
openqa-cn/openqa-skills · 236 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dwe2yuepaptamydb GET https://markdownregistry.com/api/v1/resolve?ref=openqa-cn/openqa-skills/codexqa-defect-analyzer GET https://markdownregistry.com/api/v1/blob/c4395343b67d92e12cd79430af61653c58c2e1a9d98217095707f867f9e66fed
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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