For AI agents

denote ships artifacts for coding agents alongside its code. This page lists them, says where each lives in the repository, and points at the machine-readable copies of this documentation.

Skills

Skills are folders holding a SKILL.md (the Agent Skills format): a description that tells an agent when to use it and a body with the procedure. Install one into your agent with gh skill (any host: --agent claude-code, copilot, cursor, codex, gemini), or use the copy bundled in the wheel.

opsward

Run opsward to assess and improve this project’s AI agent setup. Use when the user says ‘opsward’, ‘check my setup’, ‘improve my AI config’, or wants a full audit and remediation.

Source: .claude/skills/opsward.

opsward-diagnose

Diagnose the health of this project’s AI agent setup. Use when the user asks to check, audit, or score the project’s CLAUDE.md, skills, docs, or agent configuration.

Source: .claude/skills/opsward-diagnose.

opsward-generate

Generate missing AI setup artifacts for this project. Use when the user asks to scaffold, create, or bootstrap CLAUDE.md, docs, skills, or agent configuration.

Source: .claude/skills/opsward-generate.

opsward-maintain

Check documentation and AI setup for staleness, drift, or inconsistency. Use when the user asks to maintain, refresh, or update project docs and AI configuration.

Source: .claude/skills/opsward-maintain.

Subagents

Subagents are Markdown files with a frontmatter (name, description, tools) and a system prompt as the body. Copy one into your project’s .claude/agents/ (or your agent host’s equivalent) to delegate the task it describes.

setup-auditor

Read-only diagnostic agent that audits the project’s AI setup (CLAUDE.md, skills, docs, rules). Use when you want to check the health of the project’s agent configuration without making changes.

Source: .claude/agents/setup-auditor.md.

Instruction files

Files agents read before working in this repository.

Machine-readable documentation

This site publishes the same documentation in forms that fit an agent’s context window:

  • llms.txt: an index of every page with a one-line description (llms.txt format)

  • denote.md: the whole documentation as one Markdown file

  • <page>.html.md: a rendered Markdown twin of every page, advertised from each page’s <head> with <link rel="alternate" type="text/markdown">

  • objects.inv: the Sphinx inventory: a symbol-to-URL index (sphobjinv convert plain objects.inv -)