A library of agent skills by @av for Claude Code, Codex, OpenCode, Cursor and other coding agents — autonomous orchestration, code quality, local LLMs, and writing pipelines.

Install

npx skills add av/skills --skill <name>

Skills are plain folders containing a SKILL.md, so you can also just copy one into .claude/skills/ (or your agent's equivalent) by hand.

Skills

26 skills. Install any of them with npx skills add av/skills --skill <name>.

Orchestration & autonomous work

Skill What it does
workgraph Orchestrate work as a cyclic directed graph of subagent-executed nodes with transition criteria on edges, budgeted cycles, and per-node…
workmachine Run work as an explicit event-driven state machine executed by subagents.
timeboxed-iterating Run a task iteratively over a user-specified duration by dispatching subagents.
use-coding-agents How to use the coding agents installed on this machine (claude, codex, droid, grok, hermes, opencode, copilot, pi) as plain sub-agents in…
sandcastle Orchestrate AI coding agents (Claude Code, Codex, OpenCode) in isolated sandboxes using the @ai-hero/sandcastle SDK.
autoresearch Runs autonomous keep/discard experiments on a codebase to optimize a single metric for a fixed duration, in the style of…
ideate Timeboxed ideation on a topic using propose-and-critique subagent pairs.

Code quality & testing

Skill What it does
anneal Use when the user wants to systematically fix AI code slop — duplicated logic, over-engineering, silent error swallowing, convention…
bugbash Systematically explore and test any software project (CLI, API, Backend, Library, etc.) to find bugs, usability issues, and edge cases.
bughunt Fully autonomous bug hunting pipeline — discover bugs in a scoped area using parallel subagents, independently triage each finding, fix…
agent-integration-testing Use when the user requests integration testing, feature validation, or test plan execution

Writing & research

Skill What it does
article-factory Produce a researched long-form article from a topic prompt via an orchestrated pipeline - research agent (first-person sources,…
mosaic-writing Assemble a finished piece from human-written fragments via an orchestrated two-loop pipeline - an assembly loop (assembler + cold…
catalog-deslop Catalog-then-fix slop removal on an existing prose draft.
factual-communication Restate content as a flat list of atomic facts in the style of av/facts fact sheets.
timeframe-research Build a timeframe-bounded research dossier by decomposing a topic into year orchestrators and month-level research passes that each write…
make-video Build a HyperFrames video composition from a brief/script autonomously.

Local LLMs

Skill What it does
run-llms Set up and run local LLMs with Harbor.
pull-llamacpp-model Use when pulling or downloading a new llamacpp model.
boost-modules Create custom modules for Harbor Boost, an optimizing LLM proxy.

Agent craft

Skill What it does
discipline Bulletproof agent operating protocol.
improve-skill Improve an existing agent SKILL.md through one gated cycle: select the target (default this skill), snapshot the committed baseline,…
superclaude Configure and operate the Claude Code harness for large codebases.

Frameworks & tools

Skill What it does
preact-buildless-frontend Build-less ESM frontends that run directly in the browser without bundlers.
tinygrad Deep learning framework development with tinygrad - a minimal tensor library with autograd, JIT compilation, and multi-device support.
turso-db Install, configure, and work with Turso DB — an in-process SQLite-compatible relational database engine written in Rust.