Compress natural language prompts into I-Lang — AI-native structured instructions. 40-65% token savings.
Extract structured data from Zight share links (a.cl.ly and share.zight.com), including title, stream URLs, AI smart summary, chapter markers, and full trans...
Write or update a skill (SKILL.md and supporting files) to match host structure and best practices. Use when user says create skill, write skill, update SKIL...
Generates an ASCII tree or JSON representation of a directory structure. Use when you need to visualize file hierarchies, document folder contents, or debug...
Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform not...
Design and optimize sales compensation plans including quota setting, OTE splits, accelerators, clawbacks, SPIFs, and multi-role structures for effective inc...
Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage. Use when asked to clean up a SwiftUI view’s layout/ordering, handle view models safely (
Novel Character Profile Builder (小说人物档案创建工具) — A bilingual CN/EN skill for creating structured, detailed character profiles for fiction writing. Generates co...
Hierarchical project decomposition and planning. Use when breaking down complex projects, structuring information, planning multi-step workflows, or organizing any nested hierarchy. Supports 21 specia
Complete observability & reliability engineering system. Use when designing monitoring, implementing structured logging, setting up distributed tracing, buil...
Autonomous development loops with iteration, backpressure gates, and completion criteria. Use for sustained coding sessions that require multiple iterations, test validation, and structured progress t
Full-cycle recruiting agent — source, screen, score, and hire top talent with structured frameworks, scorecards, and pipeline automation. Zero dependencies.
AI tool that generates structured news digests from Twitter and RSS feeds with summaries available in 4-hour, daily, weekly, or monthly formats.
Generate a tailored data room folder structure, document checklist with priorities, gap analysis, and access control guidance for fundraising, M&A, or due di...
Cloud Task Planning & Execution for OpenClaw. Makes your agent's work transparent and trackable. Structure all actions into persistent tasks with context notes. Watch progress unfold in real-time via
Build and manage monorepos with Turborepo, Nx, and pnpm workspaces — covering workspace structure, dependency management, task orchestration, caching, CI/CD, and publishing. Use when setting up monore
Provide structured threat modeling using STRIDE, attack trees, and risk scoring to identify, prioritize, and mitigate security threats in system designs and...
Reasoning-driven image generation using structured creative briefs (Gemini 3 style) — generates high-fidelity images via muapi.ai with logic-based prompting
Create documentation optimized for AI agent consumption. Use when writing SKILL.md files, README files, API docs, or any documentation that will be read by LLMs in context windows. Helps structure con
Manage contract and subscription renewals using a structured pipeline to reduce churn, optimize pricing, forecast revenue, and execute vendor negotiations.
Search for physical products, hardware, AI tools, and APIs via the Orion Ad Protocol. Returns structured data (JSON) optimized for agents.
Run AIMLAPI LLM and reasoning workflows through chat completions with retries, structured outputs, and explicit User-Agent headers. Use when Codex needs scripted prompting/reasoning calls against AIML
Provides OpenClaw agents with local, scene-aware, persistent structured memory for task deduplication and long-term workflow recall.