av/skills

av/skills · agent-integration-testing/SKILL.md · Use when the user requests integration testing, feature validation, or test plan execution

av/skills · anneal/SKILL.md · Use when the user wants to systematically fix AI code slop — duplicated logic, over-engineering, silent error…

av/skills · article-factory/SKILL.md · Produce a researched long-form article from a topic prompt via an orchestrated pipeline - research agent (first-person…

av/skills · autoresearch/SKILL.md · Runs autonomous keep/discard experiments on a codebase to optimize a single metric for a fixed duration, in the style…

av/skills · boost-modules/SKILL.md · Create custom modules for [Harbor Boost](https://github.com/av/harbor/tree/main/boost), an optimizing LLM proxy. Use…

av/skills · bugbash/SKILL.md · Systematically explore and test any software project (CLI, API, Backend, Library, etc.) to find bugs, usability issues…

av/skills · bughunt/SKILL.md · Fully autonomous bug hunting pipeline — discover bugs in a scoped area using parallel subagents, independently triage…

av/skills · catalog-deslop/SKILL.md · Catalog-then-fix slop removal on an existing prose draft. Parallel catalog subagents inventory four slop categories…

av/skills · discipline/SKILL.md · Bulletproof agent operating protocol. 15 failure-prevention rules distilled from 120+ real sessions and 10 agent…

av/skills · factual-communication/SKILL.md · Restate content as a flat list of atomic facts in the style of av/facts fact sheets. Use when the user says "just…

av/skills · ideate/SKILL.md · Timeboxed ideation on a topic where lens-driven proposers generate structurally different ideas, blind critics cull…

av/skills · improve-skill/SKILL.md · Improve an existing agent SKILL.md through one gated cycle: select the target (default this skill), snapshot the…

av/skills · make-video/SKILL.md · Build a HyperFrames video composition from a brief/script autonomously. Uses separated builder and critic subagents —…

av/skills · mosaic-writing/SKILL.md · Assemble a finished piece from human-written fragments via an orchestrated two-loop pipeline - an assembly loop…

av/skills · preact-buildless-frontend/SKILL.md · Build-less ESM frontends that run directly in the browser without bundlers. Use this skill when creating static…

av/skills · pull-llamacpp-model/SKILL.md · Use when pulling or downloading a new llamacpp model. The active ROCm image (kyuz0/amd-strix-halo-toolboxes) fails to…

av/skills · run-llms/SKILL.md · Set up and run local LLMs with Harbor. Use when the user wants to run models locally, install Harbor, start Open WebUI…

av/skills · sandcastle/SKILL.md · Orchestrate AI coding agents (Claude Code, Codex, OpenCode) in isolated sandboxes using the @ai-hero/sandcastle SDK…

av/skills · superclaude/SKILL.md · Configure and operate the Claude Code harness for large codebases. Builds CLAUDE.md hierarchies, scoped test/lint…

av/skills · timeboxed-iterating/SKILL.md · Run a task iteratively over a user-specified duration by dispatching subagents. The orchestrator stays strictly linear…

av/skills · timeframe-research/SKILL.md · Build a timeframe-bounded research dossier by decomposing a topic into year orchestrators and month-level research…

av/skills · tinygrad/SKILL.md · Deep learning framework development with tinygrad - a minimal tensor library with autograd, JIT compilation, and…

av/skills · turso-db/SKILL.md · Install, configure, and work with Turso DB — an in-process SQLite-compatible relational database engine written in…

av/skills · use-coding-agents/SKILL.md · How to use the coding agents installed on this machine (claude, codex, droid, grok, vktr, hermes, opencode, copilot…

av/skills · workgraph/SKILL.md · Orchestrate work as a cyclic directed graph of subagent-executed nodes with transition criteria on edges, budgeted…

av/skills · workmachine/SKILL.md · Run work as an explicit event-driven state machine executed by subagents. The orchestrator is the runtime from the…