Attach ANA (Agent-Native Agent) to an existing web app or service so the user can operate it by watching a dashboard and chatting with a coding agent that runs inside tmux — chat is injected via tmux paste-buffer and the session is mirrored via capture-pane, with zero dependencies (no MCP, no bridge, no hooks, no…
Provision and wire up a cloud VM as an ANA (Agent-Native Agent) host end-to-end — create an Azure VM (az CLI), record its connection info, SSH in, install Node ≥ 20 + tmux + Claude Code, clone a project into /Projects/ , run the coding agent inside a named tmux session, expose the ANA server through a Cloudflare…
A workflow for copying audio CDs as MP3 files into album folders. It can read track details from CD or cover photos, look up album information in MusicBrainz, and save album metadata and cover art.
A command protocol for guiding AI-assisted software delivery from checking a requirement through implementation, validation, review, release planning, and knowledge updates.
Expert coding skill for the full MapTiler platform — Cloud REST APIs, MapTiler SDK JS (built on MapLibre GL JS), native mobile SDKs, on-premise infrastructure, and vector tile schemas. USE WHEN the user wants to add a map to a web or mobile app, show locations or routes, display geographic data, build a store locator…
3-layer personality system for AI agents: Yuan (base persona), Ishiki (private self-awareness), Public Ishiki (external behavior rules). Give your agent a consistent character, emotional depth, and safe guest interaction boundaries. Use when: (1) Want agent to have a consistent personality, (2) Agent needs different…
A workspace for writing novels with an AI assistant, covering outlines, characters, chapters, multiple viewpoints, editing, and book assembly. It treats the author’s files and instructions as the source of truth.
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞.
Use when cutting an AgentGem release — core npm (vX.Y.Z) and/or desktop (desktop-vX.Y.Z) — or when asked to bump the version, write release notes, or tag a release.
Use when the user asks for an insights report over their coding sessions ("how am I using my agent", "/insights-style report", "what's working / where do sessions go wrong"). Runs the 3-layer insights pipeline over AgentGem's goldmine tools and ends at publishing high-outcome sessions as Gems.
Use when building or editing an AgentGem miniapp / mini-game — the sealed, single-file HTML app under /.agentgem/miniapps/. Covers the seal, the host capability protocol, consent, privacy, and the sizing traps. Also read before changing the miniapp platform itself (packages/play, the host, the Play console surfaces) …
File a GitHub issue on the kumo-coding-agent repo to report a gap, bug, or feature request for the Kumo data science agent (context docs, skills, or verticals). Use when someone says "report a problem with the agent", "the agent got something wrong", "file an issue", or "request a new skill".
Create a branch, fix a kumo-coding-agent skill or context doc, and open a pull request on kumo-ai/kumo-coding-agent. Use when someone says "fix the agent docs", "update a skill", "contribute a fix", "open a PR for kumo-coding-agent", or "improve the agent".
A guide for turning a debated technical decision into a formal software design contract saved in a project document. The contract records decisions, requirements, work breakdown, exclusions, and unresolved questions.
A structured questioning process for testing an unfinished technical plan before it becomes a fixed design or implementation task. It separates facts to verify, technical choices the agent can make, and decisions that require the project owner.
A pipeline that turns instructional videos into structured notes using both their visuals and audio. It is intended for videos such as lectures, tutorials, and courses where slides, diagrams, prompts, or code appear on screen.
Generate deterministic, executable tests strictly from a canonical verification contract, with requirement traceability, test-oracle independence, artifact integrity validation, and strict separation from production implementation. Prevent interpreter mismatches and pre-flight binary existence loops.
Transform a canonical implementation specification into a deterministic verification protocol with explicit requirement traceability, evidence contracts, testability assessment, and implementation-independent verification methods. Highly stable, failing closed on specification gaps.
Transform a rough feature idea into a complete milestone document through interactive requirements elicitation. Ensures strict, observable scope boundaries.
Create or update AnkaLoop skills. Use when designing, structuring, or packaging skills with scripts, references, and assets. This skill should be used when users want to create a new skill (or update an existing skill) that extends AnkaLoop's capabilities with specialized knowledge, workflows, or tool integrations.
Official daisyUI component library skill. The mandatory UI library for Tailwind CSS. TRIGGER when generating any HTML or JSX code even if the user does not explicitly ask for this skill.
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: