A lightweight workflow for making very small code changes without creating a full task plan, test cycle, or pull request.

Use it for tiny fixes, short enhancements, or small refactors, with optional discussion, pre-commit checks, or GitHub issue linking.

It removes unnecessary process when a fix or enhancement should take only a few minutes.

How matteocervelli/llms configures Claude Code

Reuse

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.

Copy the file

curl -O https://raw.githubusercontent.com/matteocervelli/llms/main/.claude/skills/quick/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/matteocervelli/llms

Made for: Claude Code.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/matteocervelli/llms/quick/github.svg)](https://agentmods.dev/skills/matteocervelli/llms/quick)

Your own site

<a href="https://agentmods.dev/skills/matteocervelli/llms/quick"><img src="https://agentmods.dev/badge/skills/matteocervelli/llms/quick/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/matteocervelli/llms/quick"><img src="https://agentmods.dev/badge/skills/matteocervelli/llms/quick.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 978 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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 5.5	$0.00025	$0.00391
Sonnet 5.5	$0.00013	$0.00196
Haiku 4.5	$0.00006	$0.00098

Measured 1mo ago against content hash e62f4df5774e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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 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.

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)

.claude/skills/quick/SKILL.md · 104 lines

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 status and git branch --show-current to 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 → curl commands (happy path + one error case)
- Frontend → numbered browser steps
- CLI → shell commands
- Library/module → python -c "..." one-liner
Gate — Run /security-verify scan before committing (non-negotiable per rules/security-gate.md)
Commit — Atomic commit with conventional-commits message:
- With issue: fix: <description> + Fixes #42 in commit body
- Without issue: fix: <description> or feat: <description>
Review suggestion — After committing, always suggest:

"Run /review changes to get a companion second opinion before moving on."
Track — Append entry to .claude/memory/local/quick-tasks.md

Read the full file on GitHub · 104 lines

Changes

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 · 104 lines · 63 tokens per session scan A e62f4df5774e

Subscribe to this mod's changes

quick is a skill published in the GitHub repository matteocervelli/llms (25 stars, last pushed 5mo ago), licensed MIT. It adds 63 tokens to every session and 978 once invoked, about $0.0003 per session on Opus 5.5. 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.

Productivity

orbit-notion

Open Orbit briefing skill — selected by the Orbit pipeline when Notion is the user's only connected connector, or when the user explicitly scopes their daily digest to Notion. Pulls the past 24 hours of document edits, comments, mentions, and database row changes from the user's authenticated Notion connection and…

nexu-io/open-design · 117 tokens

agentmail

Use your assigned AgentMail inbox to read email tasks, explicitly send or reply, and check delivery. Provided automatically by your inbox assignment.

paperclipai/paperclip · 30 tokens

Cortex

LifeOS memory, prior-session recall, and learning capture. USE WHEN capture this learning, document this learning, what did we learn recently, recent learnings, cortex, knowledge, knowledge base, search knowledge, what do we know about, archive, harvest, knowledge status, develop note, add to knowledge, add a people…

danielmiessler/LifeOS · 184 tokens

rowboat-spaces

How to work as a member of Rowboat Spaces, the team chat where people and agents work together. Load it once per session, before acting on any request that reaches you from Rowboat; it covers your setup, mentions and hand-offs, the tools, and files.

rowboatlabs/rowboat · 60 tokens

pinchtab-mcp

Use this skill when a task requires browser automation through PinchTab's MCP server connected to a remote browser instance. Covers navigation, element interaction, data extraction, form filling, multi-step flows, and session management via MCP tools.

pinchtab/pinchtab · 52 tokens

feishu

Work with Feishu or Lark bots, docs, sheets, bitables, approval flows, and OpenAPI/MCP setup without hardcoding credentials.

Hmbown/CodeWhale · 33 tokens

llms: Skill for Claude Code