Collection · published

av/skills

A library of 26 skills for agent workflows, writing, and local AI. Choose a skill and follow the source README to install it by name.

Shared by Ivan Charapanau (@av) · View source

In this collection

• agent-integration-testing
  Apply when the user requests integration testing, feature validation, or test plan execution.

  /agent-integration-testing in Cursor’s slash menu

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• anneal
  Finds and fixes duplicated logic, unnecessary complexity, silent errors, and inconsistent conventions in AI-written code.

  /anneal in Cursor’s slash menu

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• article-factory
  Create a researched long-form article from a topic prompt via an orchestrated pipeline - research agent (first-person sources, working-definition gate).

  /article-factory in Cursor’s slash menu

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• autoresearch
  Runs repeated experiments and keeps changes that improve one measurable outcome.

  /autoresearch in Cursor’s slash menu

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• boost-modules
  Develop custom modules for [Harbor Boost](https://github.com/av/harbor/tree/main/boost), an optimizing LLM proxy.

  /boost-modules in Cursor’s slash menu

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• bugbash
  Systematically explore and test any software project (CLI, API, Backend, Library, etc.) to find bugs, usability issues, and edge cases.

  /bugbash in Cursor’s slash menu

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• bughunt
  Finds bugs in a defined area, verifies and fixes them, then checks the fixes against project constraints.

  /bughunt in Cursor’s slash menu

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• catalog-deslop
  Catalog-then-fix slop removal on an existing prose draft.

  /catalog-deslop in Cursor’s slash menu

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• discipline
  Gives agents a set of rules for scoping work, tracking constraints, verifying claims, and recovering from failures.

  /discipline in Cursor’s slash menu

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• factual-communication
  Rephrase content as a flat list of atomic facts in the style of av/facts fact sheets.

  /factual-communication in Cursor’s slash menu

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• ideate
  Runs a timed brainstorming session in which independent agents propose, critique, and compare ideas.

  /ideate in Cursor’s slash menu

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• improve-skill
  Reviews an existing skill, makes one focused change, and has an independent reviewer check the result.

  /improve-skill in Cursor’s slash menu

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• make-video
  Create a HyperFrames video composition from a brief/script autonomously.

  /make-video in Cursor’s slash menu

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• mosaic-writing
  Assemble a finished piece from human-written fragments via an orchestrated two-loop pipeline - an assembly loop (assembler + cold reviewer).

  /mosaic-writing in Cursor’s slash menu

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• preact-buildless-frontend
  Build-less ESM frontends that run directly in the browser without bundlers.

  /preact-buildless-frontend in Cursor’s slash menu

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• pull-llamacpp-model
  Downloads llama.cpp models and describes a CPU fallback for ROCm environments.

  /pull-llamacpp-model in Cursor’s slash menu

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• run-llms
  Set up and run local LLMs with Harbor.

  /run-llms in Cursor’s slash menu

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• sandcastle
  Orchestrate AI coding agents (Claude Code, Codex, OpenCode) in isolated sandboxes using the @ai-hero/sandcastle SDK.

  /sandcastle in Cursor’s slash menu

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• superclaude
  Set up and operate the Claude Code harness for large codebases.

  /superclaude in Cursor’s slash menu

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• timeboxed-iterating
  Carry out a task iteratively over a user-specified duration by dispatching subagents.

  /timeboxed-iterating in Cursor’s slash menu

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• timeframe-research
  Builds a sourced research dossier by dividing a date range into year and month research passes.

  /timeframe-research in Cursor’s slash menu

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• tinygrad
  Deep learning framework development with tinygrad - a minimal tensor library with autograd, JIT compilation, and multi-device support.

  /tinygrad in Cursor’s slash menu

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• turso-db
  Shows how to install, configure, and use Turso DB, a SQLite-compatible database engine written in Rust.

  /turso-db in Cursor’s slash menu

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• use-coding-agents
  Shows how to call installed coding agents as headless workers from a coordinating session.

  /use-coding-agents in Cursor’s slash menu

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• workgraph
  Orchestrate work as a cyclic directed graph of subagent-executed nodes with transition criteria on edges, budgeted cycles, and per-node gates.

  /workgraph in Cursor’s slash menu

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• workmachine
  Carry out work as an explicit event-driven state machine executed by subagents.

  /workmachine in Cursor’s slash menu

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Sharing note: Source collection: av/skills. Its README documents individual installation.