skill-author

skill-author is a skill for Claude Code, Codex from laude-institute/headlong. It costs 46 tokens per session (1,247 once invoked), scanned A, original, Apache-2.0.

A guide for creating ShellLM skills: folders containing instructions that teach an agent when and how to perform a task. It describes the required files, metadata, and directory layout.

In plain words
What is it for?
Use it to write, scaffold, or extend a skill, including its SKILL.md file, optional notes, scripts, templates, and environment requirements.
Why use it?
It provides a defined structure for adding repeatable agent capabilities instead of writing instructions from scratch each time. It also helps agents recognize when a skill applies.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to write, scaffold, or extend a skill, including its SKILL.md file, optional notes, scripts, templates, and environment requirements.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/laude-institute/headlong/skill-author
About the project

Headlong is a Bash-based agent microharness for running language-model agents in persistent, self-directed loops. People use it to create agents that maintain ongoing interests and projects, interact through shell commands, and share one stream of conversations across a team and chat services.

laude-institute/headlong · 1,135 stars · on GitHub · headlong.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add laude-institute/headlong --skill skill-author
Clone the repo
git clone --depth 1 https://github.com/laude-institute/headlong

Made for: Claude Code, Codex.

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.

agentmods badge for skill-author

README.md
[![agentmods](https://agentmods.dev/badge/skills/laude-institute/headlong/skill-author/github.svg)](https://agentmods.dev/skills/laude-institute/headlong/skill-author)
Your own site
<a href="https://agentmods.dev/skills/laude-institute/headlong/skill-author"><img src="https://agentmods.dev/badge/skills/laude-institute/headlong/skill-author/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.

agentmods 80×15 button for skill-author

Your own site · 80×15
<a href="https://agentmods.dev/skills/laude-institute/headlong/skill-author"><img src="https://agentmods.dev/badge/skills/laude-institute/headlong/skill-author.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,247 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Rogue Agent · line 85
    Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.
    Fix: Prevent the skill from modifying its own code, SKILL.md, or configuration files. Treat skill files as read-only at runtime.
  • medium Excessive Agency · line 94
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00046 $0.01247
Opus 5 $0.00023 $0.00624
Sonnet 5 $0.00009 $0.00249
Haiku 4.5 $0.00005 $0.00125

Measured 9d ago against content hash f54b6db8341c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

skill-author 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 9d 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.

bins: ["curl", "jq"] # all must exist on PATH
skills/skill-author/SKILL.md · 160 lines

How it starts

The opening of the file, as written. The whole thing — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.

skill-author

When to use

The user asks to create, write, author, build, or scaffold a new skill. Or you (the agent) need to extend your own capabilities by writing a new SKILL.md.

What a skill is

A skill is a directory containing a SKILL.md file. It tells an agent when to use a capability and how to invoke it. Skills are procedural documentation, not reference docs. The agent reads a skill on demand via skills show <name>.

Directory structure

skills/<skill-name>/
├── SKILL.md           # required: the skill definition
├── README.md          # optional: human-facing notes
└── <other files>      # optional: scripts, templates, data

Frontmatter spec

---
name: my-skill
description: One or two sentences. Be specific about WHEN to use the skill.
metadata:
  shelllm:
    requires:
      env: ["API_KEY"]           # all must be set
      bins: ["curl", "jq"]      # all must exist on PATH
      anyBins: ["gh", "hub"]    # at least one must exist
      os: ["darwin", "linux"]   # current OS must be in list
---

Required: name (kebab-case, matches directory name), description.

Description matters. It's matched against user intent. Bad: "manages files." Good: "Read, write, search, and append notes in an Obsidian vault. Use when the user mentions Obsidian or asks to interact with markdown notes."

Requirements are optional. Only declare metadata.shelllm if the skill needs env vars, binaries, or a specific OS. Skills with unmet requirements are filtered from skills list.

Writing the body

Write for an agent reader, not a human:

  • Skip marketing language and "why use this"
  • Lead with concrete commands, not prose
  • Use tables for command references when they fit
  • Keep it under 1,000 tokens -- agent context is precious
  • Examples should be copy-pasteable shell commands, not pseudocode
  • Don't enumerate all flags -- teach the patterns specific to this tool

Recommended structure

## When to use
[Concrete intent triggers]

## Setup
[One-time prerequisites: env vars, services to enable]

## Common operations

### Operation 1
\`\`\`bash
exact command here
\`\`\`
One sentence on when/why.

### Operation 2
\`\`\`bash
exact command here
\`\`\`

## Tips
[Edge cases, gotchas, composition with other skills]

Read the full file on GitHub · 160 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.

  1. 9d ago First seen · 160 lines · 46 tokens per session scan A f54b6db8341c

Subscribe to this mod's changes

skill-author is a skill published in the GitHub repository laude-institute/headlong (1,135 stars, last pushed 3d ago), licensed Apache-2.0. It adds 46 tokens to every session and 1,247 once invoked, about $0.0002 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 2026-08-30.

Related

Other skills, from other repositories

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

next-cache-components-optimizer

Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…

vercel/next.js · 170 tokens

next-partial-prefetching-adoption

Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…

vercel/next.js · 103 tokens

chronicle

Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…

microsoft/vscode · 72 tokens