qd
Tool-agnostic 13-phase AI development pipeline — turns a task description into reviewed, committed code through automated design, adversarial review, security, test, and code-review gates. One bash engine, balanced Opus/Sonnet routing, self-healing commit review.
Install / Use
npx skills add TheAstrelo/Claude-PipelineInstalls into whichever agent you are using.
Claude Commands
Claude Code slash commands
Quality Score
Category
SecuritySupported Platforms
Our assessment of qd
qd scores 66/100 on our quality scale, 1077th of 1,116 Security skills we index.
Its Claude Commands is 1.8 KB long, well organised into 11 sections with 1 code example: moderately detailed.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- The repository was last updated about 2 months ago, so qd is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 80/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-10-26. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
qd compared with similar skills
All 4 of these similar skills score higher than qd; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| qd (this skill)by TheAstrelo | 66 | 0 | 52d ago | Claude Commands |
| claude-memby thedotmack | 100 | 103.4k | today | CLAUDE.md |
| Agent-Reachby Panniantong | 100 | 103.3k | 1d ago | CLAUDE.md |
| taste-skillby Leonxlnx | 100 | 102.9k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 88.4k | today | CLAUDE.md |
Frequently asked questions
- How do I install qd?
- Run
npx skills add TheAstrelo/Claude-Pipeline. The install tabs above show the steps for each supported agent. - Which AI agents does qd work with?
- It is written for Claude Code, as a Claude Commands file. Other agents that read the same format can often use it too.
- Is qd safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It declares no license and scores 80/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is qd still maintained?
- The repository was last updated about 2 months ago, so qd is actively maintained.
Skill content
View source on GitHubDocumentation check - verify Swagger, JSDoc, and API documentation.
Purpose
Verify that new/modified code has appropriate documentation:
- API routes have Swagger docs (REQUIRED)
- Public functions have JSDoc (RECOMMENDED)
- Complex types have descriptions (RECOMMENDED)
Execution
Use the quality-docs agent.
Input: Read build-report.md to identify changed files.
Process:
-
Check API routes for Swagger:
@swaggerblock present- Has summary, tags, security
- Has parameters and responses
-
Check exported functions for JSDoc:
- Has description
- Has @param tags
- Has @returns tag
-
Check types for documentation:
- Complex interfaces have descriptions
- Enum values documented if non-obvious
-
Append results to
qa-report.md
Documentation Requirements
| Item | Requirement | |------|-------------| | API Routes | REQUIRED - must have Swagger | | Service Functions | RECOMMENDED - should have JSDoc | | Utility Functions | Optional - if non-obvious | | Types | RECOMMENDED - if complex |
Swagger Checklist
For each API route:
- [ ] Has
@swaggerblock - [ ] Has
summary - [ ] Has
tags - [ ] Has
security(BearerAuth, CookieAuth) - [ ] Has
parameters(if applicable) - [ ] Has
responses(200, 400, 401, 500)
Output
After check, report:
## Quality Docs Complete
**Verdict:** [PASS | FAIL | WARN]
### API Documentation
- Routes checked: [N]
- Fully documented: [N]
- Missing Swagger: [List]
### Function Documentation
- Functions checked: [N]
- With JSDoc: [N]
- Missing JSDoc: [List]
### Required Additions
[If FAIL, specific docs needed]
### Next Step
Run `/security-review` for security audit.
Gate
This command is part of the QA pipeline.
Order: /denoise → /qf → /qb → /qd → /security-review
Related Skills
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Agent-Reach
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taste-skill
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Understand-Anything
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.