Borrowing it
Nothing to install: this file belongs to TheAstrelo/Claude-Pipeline. 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/TheAstrelo/Claude-Pipeline/main/.claude/commands/qf.mdgit clone --depth 1 https://github.com/TheAstrelo/Claude-PipelineWrote 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/theastrelo/claude-pipeline/qf)<a href="https://agentmods.dev/commands/theastrelo/claude-pipeline/qf"><img src="https://agentmods.dev/badge/commands/theastrelo/claude-pipeline/qf/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/theastrelo/claude-pipeline/qf"><img src="https://agentmods.dev/badge/commands/theastrelo/claude-pipeline/qf.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 | $0.00440 |
| Opus 5.5 | $0.00000 | $0.00176 |
| Sonnet 5.5 | $0.00000 | $0.00088 |
| Haiku 4.5 | $0.00000 | $0.00044 |
Grade A, and why
qf 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 2mo 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.
What it actually says
Code quality check - verify types, lint, and project conventions.
Purpose
Verify that implemented code fits RDO project quality standards:
- TypeScript types are correct
- ESLint rules pass
- Project conventions followed
Execution
Use the quality-fit agent.
Input: Read build-report.md to identify changed files.
Process:
-
Run automated checks:
npx tsc --noEmit— Type checkingnpx eslint [files]— Lint checking
-
Check RDO conventions:
- Database:
import pool from '@infrastructure/database/connection' - Auth:
requireAuth+AuthenticatedRequest+req.userId! - API: Swagger docs, method checks, error handling
- Frontend: MUI Grid v2 syntax, theme tokens, React Query
- Database:
-
Append results to
qa-report.md
Convention Checklist
| Convention | Check |
|---|---|
| Database import | @infrastructure/database/connection |
| Parameterized queries | No string interpolation in SQL |
No do alias |
Use d instead |
| Auth middleware | requireAuth or requireAdmin |
| MUI Grid v2 | size={{ xs: 12 }} not item xs={12} |
| Theme tokens | No hardcoded hex colors |
| React Query | Not SWR |
Output
After check, report:
## Quality Fit Complete
**Verdict:** [PASS | FAIL]
### Automated Checks
- TypeScript: [PASS | FAIL]
- ESLint: [PASS | FAIL]
### Convention Compliance
[Table of conventions and status]
### Issues Found
[List of specific issues with file:line references]
### Required Fixes
[If FAIL, specific fixes needed]
### Next Step
Run `/qb` for behavior validation.
Gate
This command is part of the QA pipeline.
Order: /denoise → /qf → /qb → /qd → /security-review
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.
- 2mo ago First seen · 82 lines · 0 tokens per session scan A 07b999c6165e
qf is a command published in the GitHub repository TheAstrelo/Claude-Pipeline (47 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 440 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
review-pr
Comprehensive PR review using specialized agents.
code-review
Code review a pull request.
refactor-clean
Refactor provided code for cleanliness, maintainability, and alignment with SOLID principles and modern best practices — no over-engineering.
review-branch
Review the current branch's diff against base by dispatching atomic-reviewer. No orchestration loop, no spec required — pre-flight before /commit pr or /commit merge.
audit
Audit closed tickets for regressions against today's code (unchanged, evolved, implemented wrong, not implemented), plus duplicate and groupable open ones.
rev
Invoke Code Reviewer for code quality, security, requirements validation, and best practices review.