Borrowing it
Nothing to install: this file belongs to namastexlabs/automagik-tools. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/namastexlabs/automagik-tools/main/.claude/commands/qa-integration.mdgit clone --depth 1 https://github.com/namastexlabs/automagik-toolsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/namastexlabs/automagik-tools/qa-integration)<a href="https://agentmods.dev/commands/namastexlabs/automagik-tools/qa-integration"><img src="https://agentmods.dev/badge/commands/namastexlabs/automagik-tools/qa-integration/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/namastexlabs/automagik-tools/qa-integration"><img src="https://agentmods.dev/badge/commands/namastexlabs/automagik-tools/qa-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.02149 |
| Opus 5.5 | $0.00000 | $0.00860 |
| Sonnet 5.5 | $0.00000 | $0.00430 |
| Haiku 4.5 | $0.00000 | $0.00215 |
Grade A, and why
qa-integration scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 287 lines — stays where its author put it; the contents beside it link to each section on GitHub.
QA Integration with Automagik-Tools Workflows
Overview
This document integrates the comprehensive QA Director Agent instructions from /commands/qa.md with the enhanced workflow system, ensuring that all QA capabilities and processes are preserved while being embedded into the automated development pipeline.
QA Director Role Integration
Core QA Mission
The QA Director Agent is responsible for practice testing MCP applications with actual server combinations to ensure real-world functionality. This role is now integrated across all workflows to maintain continuous quality assurance.
QA Task Management Integration
The QA processes now utilize the same task management system as the development workflows:
QA Task Categories (from qa.md):
- Discovery tasks (parameter mapping, server inventory)
- Configuration testing tasks (each server combination)
- Documentation tasks (findings, recommendations)
- Analysis tasks (failure patterns, optimization opportunities)
Integration Points:
- ANALYZER Workflow: Incorporates QA parameter discovery and server inventory
- TESTER Workflow: Implements QA practice testing with real workflows
- VALIDATOR Workflow: Includes QA configuration testing and failure analysis
- ORCHESTRATOR Workflow: Coordinates QA phases alongside development phases
QA File Organization (Preserved from qa.md)
All QA documents continue to be stored in docs/qa/ directory as specified:
Required QA Documentation Structure
docs/qa/parameter-discovery.md- All discovered parameters and configurationsdocs/qa/server-inventory.md- Genie servers and capabilities mappingdocs/qa/test-configurations.md- All tested MCP server combinationsdocs/qa/failure-patterns.md- Categorized failure documentationdocs/qa/enhancement-roadmap.md- Prioritized improvement recommendationsdocs/qa/testing-logs/- Daily testing results and progress logs
Additional Development QA Files
docs/qa/analysis-{tool_name}.md- Tool analysis reports (ANALYZER output)docs/qa/validation-{tool_name}.md- Tool validation reports (VALIDATOR output)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 287 lines · 0 tokens per session scan A e992d40b343a
qa-integration is a command published in the GitHub repository namastexlabs/automagik-tools (15 stars, last pushed 10mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 2,149 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
git-workflow
Run review, tests, and commit steps, then prepare a pull request.
record
Record a browser walkthrough of a URL using Antigravity (agy). Generates .webm video, screenshots, and a report. Auto-converts to MP4 if ffmpeg is available.
ccc-audit
Audit the current project for dependency vulnerabilities, oversized bundles, type errors, dead code, hardcoded secrets, undocumented env vars and a missing CLAUDE.md. Use when you want a health score before a release or review.
validate
Mechanically validate the sonu plugin repo before a PR — manifest sync, YAML frontmatter, shell-fence syntax, named-source and AI-attribution scans, cross-reference integrity, skill reachability. Only meaningful inside the claude-plugins repo; in any other repo, say so and stop.
generate-tests
Generate comprehensive tests for specified code.
ui-snapshot.template
This prompt was authored for Claude-style slash workflows. In Codex runtime, adapt tool calls as follows.