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qb

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.

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Install / Use

npx skills add TheAstrelo/Claude-Pipeline

Installs into whichever agent you are using.

About this skill
⚡

Claude Commands

Claude Code slash commands

Quality Score

66/100

Category

Security

Supported Platforms

Claude Code

Our assessment of qb

qb scores 66/100 on our quality scale, 1015th of 1,065 Security skills we index.

Its Claude Commands is 1.5 KB long, well organised into 12 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.

Substance
20/30
Structure
17/20
Description
15/15
Adoption
0/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 28 days ago, so qb is actively maintained.
  • Our last check on 2026-09-27 found the source still online.
  • 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 found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.

AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

qb compared with similar skills

All 4 of these similar skills score higher than qb; compare them before choosing.

SkillScoreStarsUpdatedFormat
qb (this skill)by TheAstrelo66028d agoClaude Commands
claude-memby thedotmack10095.2ktodayCLAUDE.md
Agent-Reachby Panniantong10087.6k16d agoCLAUDE.md
Understand-Anythingby Egonex-AI10085.0ktodayCLAUDE.md
headroomby headroomlabs-ai10074.3ktodayCLAUDE.md

Frequently asked questions

How do I install qb?
Run npx skills add TheAstrelo/Claude-Pipeline. The install tabs above show the steps for each supported agent.
Which AI agents does qb 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 qb safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. 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 qb still maintained?
The repository was last updated 28 days ago, so qb is actively maintained.

Skill content

View source on GitHub

Behavior validation - verify tests pass and outputs match design.

Purpose

Verify that implemented code behaves correctly:

  • Build succeeds
  • Tests pass
  • Behavior matches design specifications
  • Edge cases from critique are handled

Execution

Use the quality-behavior agent.

Input:

  • build-report.md — What was built
  • design.md — Expected behavior
  • critique.md — Edge cases to verify

Process:

  1. Run build: npm run build
  2. Run tests: npm test (if tests exist)
  3. Verify specifications:
    • Check behavior against design.md requirements
    • Verify edge cases from critique.md are handled
  4. Append results to qa-report.md

Verification Matrix

| Requirement | How to Verify | |-------------|---------------| | API returns X | Check response shape | | Handles empty data | Check code path | | Auth required | Check middleware | | Multi-tenant | Check user_id filter |

Output

After validation, report:

## Quality Behavior Complete

**Verdict:** [PASS | FAIL]

### Build
- Status: [PASS | FAIL]
- Warnings: [N]

### Tests
- Status: [PASS | FAIL | NO_TESTS]
- Passed: [N]
- Failed: [N]

### Specification Compliance
[Table of requirements and verification status]

### Edge Cases
[Table of edge cases and handling status]

### Issues Found
[List of behavioral issues]

### Next Step
Run `/qd` for documentation check.

Gate

This command is part of the QA pipeline. Order: /denoise → /qf → /qb → /qd → /security-review

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TheAstrelo

View profile

View on GitHub
GitHub Stars0
CategorySecurity
Updated28d ago
Forks0
TheAstrelo/qb

Trust signals

80/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

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