Borrowing it
Nothing to install: this file belongs to matteocervelli/llms. 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/matteocervelli/llms/main/.claude/skills/quick/SKILL.mdgit clone --depth 1 https://github.com/matteocervelli/llmsWrote 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/skills/matteocervelli/llms/quick)<a href="https://agentmods.dev/skills/matteocervelli/llms/quick"><img src="https://agentmods.dev/badge/skills/matteocervelli/llms/quick.svg" alt="Measured on agentmods" 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 | $0.00063 | $0.00978 |
| Opus 5 | $0.00032 | $0.00489 |
| Sonnet 5 | $0.00013 | $0.00196 |
| Haiku 4.5 | $0.00006 | $0.00098 |
Grade A, and why
quick scanned grade A with 1 finding 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 3d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- REST endpoint → `curl` commands (happy path + one error case) How it starts
The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Quick Skill
Purpose
Atomic task execution without SDLC ceremony. Fills the gap between "raw Claude" and /fix//implementation:
- No opusplan model switch
- No task list creation
- No TDD by default
- No PR creation
- Issue GitHub optional
Use when a change takes minutes, not hours.
When to Use vs Other Skills
/quick |
/fix |
/implementation |
|
|---|---|---|---|
| Ceremony | None | Minimal | Full (TDD, opusplan) |
| Size | Tiny (minutes) | Small-medium | Medium-large |
| Type | Anything | Bug / tech debt | Feature / refactor |
| Issue required | No | No | No |
| PR created | No | Optional (--pr) |
Yes |
| Tests required | No | Regression only | Full TDD |
Usage
/quick fix the failing auth test
/quick --discuss add rate limiting to the API # disambiguate before executing
/quick --full refactor the user service # run /pre-commit after execution
/quick --issue 42 update error message # link to GitHub issue in commit
Workflow
Bare mode (default)
- Snapshot — Run
git statusandgit branch --show-currentto establish context - Execute — Implement the minimal change
- Trivial edit (1-2 files): work on current branch
- Slightly larger:
git checkout -b <type>/brief-description
- Smoke tests — After executing, always output a short checklist (3–5 items) the user can run manually before committing. Infer from modified files:
- REST endpoint →
curlcommands (happy path + one error case) - Frontend → numbered browser steps
- CLI → shell commands
- Library/module →
python -c "..."one-liner
- REST endpoint →
- Gate — Run
/security-verify scanbefore committing (non-negotiable perrules/security-gate.md) - Commit — Atomic commit with conventional-commits message:
- With issue:
fix: <description>+Fixes #42in commit body - Without issue:
fix: <description>orfeat: <description>
- With issue:
- Review suggestion — After committing, always suggest:
"Run
/review changesto get a companion second opinion before moving on." - Track — Append entry to
.claude/memory/local/quick-tasks.md
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.
- 3d ago First seen · 104 lines · 63 tokens per session scan A e62f4df5774e
quick is a skill published in the GitHub repository matteocervelli/llms (25 stars, last pushed 3mo ago), licensed MIT. It adds 63 tokens to every session and 978 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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