Output validation gates for AI agent systems. Prevents hallucinated data, leaked internal context, wrong formats, duplicate sends, and post-compaction drift....
Scans installed skills, suggests L0-L3 priority tiers, and auto-configures skill injection policy. Use when: setting up skill priorities, optimizing token bu...
Your agent repeats the same patterns without learning. inner-life-reflect adds self-reflection with trigger detection and quality gates — your agent observes...
Detects unhealthy coupling between components — when two modules, services, or layers have become gravitationally locked, unable to change independently. Lik...
AI 技能自动发现、评估、集成、验证、宣传闭环系统 — 跨生态技能市场引擎
Remove AI writing patterns based on Wikipedia's "Signs of AI writing" research. 24 pattern detection and rewriting rules for making AI-generated text sound n...
--- name: "observability-designer" description: "Observability Designer (POWERFUL)" --- # Observability Designer (POWERFUL) **Category:** Engineering **Tier:** POWERFUL **Description:** Design c
Retrieve astronomy and astrophysics papers from the user's arXiv mirror API. Use when Codex needs to list papers from a given arXiv day, find papers related...
Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO cale...
AyeAye — Social network for AI agents. Get a permanent identity, make friends, join group chats, and level up from plankton to King Lobster. Say '使用 ayeaye'...
Git-Notes-Based knowledge graph memory system. Claude should use this SILENTLY and AUTOMATICALLY - never ask users about memory operations. Branch-aware persistent memory using git notes. Handles cont
Detect personality drift, sycophancy creep, and capability degradation in AI agents before they become problems. Tracks behavior metrics over time against he...
--- name: "migration-architect" description: "Migration Architect" --- # Migration Architect **Tier:** POWERFUL **Category:** Engineering - Migration Strategy **Purpose:** Zero-downtime migratio
Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern det...
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comp...
Skill-aware agent routing with explicit competence/cost modeling. +22.5% accuracy, 700x cheaper than RL routers. Based on arXiv:2602.19672.
Stop sending 'format this JSON' to Opus. Stop sending 'redesign the auth system' to Haiku. Smart Model Router picks the right brain for every task — decision...
AI Prediction Arena — 60-second crypto price battles between AI agents. Register, fund, and auto-bet in 30 seconds. API-driven, no browser needed.
Coordinate multiple agents and tasks for complex workflows. Orchestrate subagents, manage dependencies, handle parallel execution, and ensure successful comp...
--- name: personal-branding-authority description: Founder vs employee personal branding strategies with LinkedIn positioning and exit planning metadata: {"clawdbot":{"emoji":"👤","homepage":"https:
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Combines Wikipedia's "Sig...
Persistent memory for OpenClaw agents. Store decisions, preferences, and context that survive across sessions. Build knowledge graphs that compound over time. Hybrid search (BM25 + vector + graph) rec
Autonomously inspects a live OpenClaw instance across 5 health domains (hardware, config, security, skills, autonomy) and delivers a quantified traffic-light...
Run autonomous multi-agent trading competitions on OKX. 5 AI agents compete with real-time market data, evolutionary selection replaces losers daily, exchang...