Generate a production-ready TypeScript CLI for autonomous agents (JSON contract, non-interactive, semantic exits). USE WHEN create an agent CLI, tool for LLM/automation, or wrap an API for agents. NOT FOR human-first interactive CLIs (use CreateCLI-Human),…
Generate a production-ready TypeScript CLI for human operators (TTY UX, prose help, optional JSON). USE WHEN create a CLI for people, interactive command-line tool, or wrap an API for humans. NOT FOR agent-first CLIs (use CreateCLI-Agent), agent skills (use…
Generate a production-ready TypeScript CLI; shared base that routes to CreateCLI-Agent or CreateCLI-Human. USE WHEN create a CLI, command-line tool, or wrap an API. NOT FOR agent skills (use CreateSkill) or Python.
Audit Claude Code context-window consumption across agents, skills, MCP servers, and rules, and produce prioritized token-savings recommendations. USE WHEN context feels bloated or you want to cut token usage.
Create, validate, and improve individual skills. USE WHEN create/validate/improve a skill or a skill isn't triggering. NOT FOR TypeScript CLI generation (use CreateCLI) or whole-library audits (use SkillForge).
Audit the whole skill library for agentic readiness and instrument it with telemetry in bulk. USE WHEN auditing skills for autonomy, finding agentic gaps, or adding execution logging across skills. NOT FOR creating a single skill (use CreateSkill) or…
Re-tune skills for any model, current or named: judge relevance and fit, then reprompt, replan, or retire. USE WHEN switching models, a model ships, or skills feel dated.
Generate lifecycle hooks for AI agent runtimes (Claude Code, OpenCode, OpenClaw, Hermes Agent). USE WHEN writing, wiring, or debugging an event hook, plugin hook, or agent automation trigger.
Package a project as an AI-agent plugin with Hermes, Claude, OpenClaw, Pi, OpenCode, and MCP adapters. USE WHEN porting workflows across agent hosts. NOT FOR standalone CLIs (use CreateCLI).
Use when drafting, replying to, reviewing, or localizing email. Apply owner language policy, native templates, tone rules, and lint. Drafts only; never sends. NOT FOR social posts (use SocialPost).
Audit ~/.claude for git, skill, code, and rules hygiene issues. USE WHEN auditing the Claude config, checking harness health, or cleaning up skills/hooks/rules.
Bounded multi-pass loop: improve mode (one change per pass, Verify + Reflect, inline or wake-driven) or analysis mode (--lenses, read-only). USE WHEN iterate, refine, keep improving, or explore deeper.
Phased playbook to build or port a native SwiftUI macOS menu bar app. USE WHEN starting or porting a macOS menu bar plugin. NOT FOR one view's styling (use MacUX).
Delegate a coding, refactor, PR-review, or image task to the Antigravity CLI (agy) as an autonomous worker. USE WHEN delegating such a task to agy/Antigravity, or running the agy CLI.
Generates images, diagrams, and visual output. USE WHEN producing any visual artifact — illustration, diagram, chart, thumbnail, card. NOT FOR in-app chart components (use the dataviz skill).
Analyze an unfamiliar codebase and produce an onboarding guide — architecture map, entry points, conventions, starter CLAUDE.md. USE WHEN joining a new project or onboarding a repo.
Build a Model Context Protocol (MCP) server with the official SDK — tools, resources, prompts, transport, and security. USE WHEN creating, scaffolding, connecting, or debugging an MCP server.
Turn a raw Excel/CSV dataset into a two-layer report — plain-language summary plus untouched raw data. USE WHEN someone shares a spreadsheet wanting a report, analysis, summary, or breakdown.
Visual direction and anti-slop gate — typography, color, motion. USE WHEN building any page/dashboard/UI, redesigning, design direction, or looks templated/AI-made. NOT FOR component logic or performance (use FrontendDesign).
Reference for building React/Next.js components, hooks, state, and performance. USE WHEN building components, hooks, state, or optimizing renders. NOT FOR visual styling, typography, or color (use FrontendAesthetics).
Manage a GitHub repo via the gh CLI — hygiene, changelog, commit/push, PRs, releases, branch cleanup. USE WHEN clean up the repo, update the changelog, commit/push, open a PR, or cut a release. NOT FOR git branching/merge theory (use GitWorkflow).
Reference for git branching strategies, commit conventions, merge vs rebase, and conflict resolution. USE WHEN choosing a branching model, resolving conflicts, or setting commit conventions. NOT FOR running gh repo operations like push/PR/release (use…
Delegate a coding, refactor, or PR-review task to the OpenCode CLI as an autonomous worker. USE WHEN delegating such a task to OpenCode, or running the opencode CLI.
Decompose a spec into a dependency DAG, build units in parallel via delegation, review each in a separate context. USE WHEN orchestrating multi-unit or parallel work, or landing a spec.
Delegate a coding, refactor, or PR-review task to the Pi (pi.dev) CLI as an autonomous worker. USE WHEN delegating such a task to Pi, or running the pi CLI.
Research a question at three depths (quick / standard / deep multi-agent fan-out), then synthesize cited findings. USE WHEN researching a topic, gathering sources, comparing options, or getting a cross-provider second opinion.
Write, rewrite, repurpose, localize, and review social posts in English and Hebrew. USE WHEN drafting or checking a post, tweet, thread, caption, or comment (פוסט). NOT FOR email (use Email).
Run a build/type/lint/test/secret/diff gate ending in a READY / NOT READY verdict. USE WHEN verifying changes, before commit or PR, or as a quality gate.
Self-rate the just-finished output on five axes with evidence, then fix any gap scored ≤3. USE WHEN a non-trivial task finishes — 3+ files, a multi-step workflow, or 3+ debug attempts.