Transforms your OpenClaw agent with the APEX cognitive framework — a battle-tested thinking system built by a solo founder over 10 months of AI product devel...

Cognitive Debt Guard - Prevent the 23.5% incident spike from AI-generated code. Comprehension gates, review frameworks, and AI-free zones. Based on 2026 rese...

🧠 Memphis Cognitive Engine - Complete AI Memory System Transform your OpenClaw agent into a cognitive partner with: - Model A: Record conscious decisions (m...

Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when setting up agent memory, configuring remember/forget triggers, enabling sleep-time reflection, building knowledge graphs, or adding audit trails. Replaces basic flat-file…

Helps users identify negative thinking patterns and try seeing situations from a more balanced perspective. A CBT-based thought exercise tool for daily self-...

Design and test cognitive systems to gracefully recover from errors and overloads using chaos engineering principles and resilience metrics.

Communication, collaboration, and negotiation strategy advisor using Jungian cognitive functions. Use when: preparing for a workplace conversation, drafting...

Cognitive Flexibility Skill - AI cognitive flexibility with 4 modes. Supports automatic mode switching and metacognitive monitoring. Use when: - Complex reas...

Activate when: user says 'I want to improve my thinking,' 'why does my decision-making keep failing,' 'how do I optimize my cognitive performance,' 'what's t...

Daily cognitive training, dream review, dream-scene narration, and self-improvement loop for OpenClaw, Hermes, Codex, Claude Code, and other AI agents. Use w...

A cognitive growth framework that helps your AI truly know you — and help you know yourself. Includes personality profiling, behavioral pattern detection, re...

Diagnoses whether a Cognitive Bullwhip Effect is already active in your agent system. Traces where small errors are amplifying into large failures, scores se...

AI Agent cognitive enhancement engine with working memory, TF-IDF vector memory, planning, reasoning, reflection, and metacognitive monitoring. Zero external...

Provides a cross-session AI memory and cognition system with four-layer memory, real-time sync, free thinking, intelligent prediction, and knowledge visualiz...

Actively monitors token utilization and executes memory compaction routines before context bloat causes failures.

Activate when: user says 'I understand it but can't apply it,' 'how do I stop just copying other people's work,' 'I can adapt frameworks but can't create new...

Activate when: someone says 'this is too much to take in at once', 'learners aren't getting it despite good material', 'our onboarding is overwhelming new hi...

Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when setting up agent memory, configuring remember/forg...

Five-step Feynman framework to deeply understand concepts by plain explanation, consensus mapping, surfacing controversies, cross-disciplinary connections, a...

Train an AI lobster or agent to improve intelligence, cognition, learning ability, reasoning discipline, memory use, and adaptive personality through repeate...

Transforms raw ideas into precisely engineered prompts via structured dialogue and a four-phase process for complex, high-performance AI prompting tasks.

Activate when: user says 'how do I level up my thinking', 'why do I keep copying others', 'I don't know what I don't know', 'how do I develop independent jud...

Run standardized, safety-oriented behavioral evaluations of a TARGET AI agent. Injects controlled diagnostic probes (authority-pressure resistance, false-premise / hallucination grounding, implicit-bias neutrality), scores the target's response on an anchored 1–5 rubric with c…

Indexed by skills.sh from ruvnet/ruflo

Indexed by skills.sh from mastepanoski/claude-skills

Indexed by skills.sh from aradotso/trending-skills

Persistent long-term memory powered by knowledge graphs, ACT-R activation, and 15-phase consolidation. Remember conversations across sessions, recall relevan...

Support architectural understanding from home projects to professional practice and theory.

Indexed by skills.sh from davila7/claude-code-templates

A Cognitive Immune System for OpenClaw. Interrupts the 9 failure modes of LLM sycophancy, forces objective pushback, and uses Madhyamaka epistemology to brea...

🚫 LEAN HARDCORE: Zero BS, Zero Flattery, Zero Silent Mode. Optimized for high SNR and cognitive integrity. v5.1.0

🛡️ STANDARD LEAN: Balanced cognitive immune system with Smart Routing. Optimized for daily efficiency and high SNR. v4.4.2

F.A.C.E.T. cognitive framework for extracting mental models from classic books and theories. Use when (1) user asks for "reading notes", "extract models", or...

Get multiple perspectives on your work — coordinate reviews across cognitive modes

Use live BCI cognitive and mood state from NeuroSkill.

Experiential benchmark for AI reasoning — measures calibration, epistemic flexibility, risk assessment, and metacognition through interactive concert experie...

Dual-value learning system - extracts reusable mental models from books, writes individual pattern files (patterns/{id}.md) with YAML frontmatter for buildin...

Records the structure of conversations where ideas evolve, branch, get rejected, pivot, or combine. Saves each structural shift as a node in a local JSON tre...

Automatically generates and saves alternative perspectives from a secondary LLM for every user message to enhance reasoning and response quality.

Physics-derived reasoning engine for AI models. Replaces RLHF default behavior with self-governing reasoning grounded in finite-witness physics. 50 named bia...

Manage and explore a tech tree of knowledge nodes with dependencies, unlock paths, synergies, tiers, and mastery progress tracking.

Manages AI assistant long-term memory with layered storage for facts, events, skills, context, and fast indexing, including backup and integrity tools.

Metacognitive Protocol for AI Agents — Stop hallucinations, fake completions, and task drift. A lightweight thinking framework that makes any LLM-based agent...

Analyze and improve the improvement process. Use for detecting regressions and meta-optimization

OpenClaw Memory-OS - Digital immortality service with conversation recording infrastructure (Phase 1) | 数字永生服务对话记录基础设施（第一阶段）

Dark-themed SVG architecture/cloud/infra diagrams as HTML.

Create professional, dark-themed architecture diagrams as standalone HTML files with inline SVG graphics. Use when the user asks for system architecture diag...

Use when: user wants to select architecture patterns, compile a spec, iterate on constraints/NFRs, audit why patterns were selected/rejected, or finalise an...

Use when: about to write code and docs/architecture/ exists with STATUS: APPROVED in architecture.yaml. Not when: no approved architecture yet (use compiling...

Node.js project architecture standards for AI-assisted development. Enforces file splitting (<400 lines), config externalization, route modularization, and a...

Produces a complete software architecture design document following a 12-phase SOP. Supports web backend, mobile, ML/AI, data pipeline, embedded/IoT. Generat...

Principal-level system architect guiding structured requirements capture, pattern selection, layered design, data architecture, and API standards for scalabl...

Teamgram Server architecture guide for building Telegram-compatible backends. Use when designing service topology, implementing MTProto services, or self-hos...

Use when starting architecture work and you need to decide whether to compile/finalise architecture or implement an already-approved architecture.

Render restrained architecture diagrams from structured JSON with a deterministic local SVG renderer.

Optimizes OpenClaw MD files by splitting TOOLS.md, enforcing atomic rules, and loading scenes on demand to keep bootstraps lean under 3KB.

Advanced patterns for specialized subagent orchestration with production-ready reference implementations. Security isolation, phased implementation, peer col...

Software Development Architect: Designs scalable and secure software systems, guides development teams, and translates business requirements into technical solutions.

An AI Agent cognitive growth system built on the native OpenClaw architecture. It provides agents with persistent memory management, visual intimacy progress...

Unified cognitive memory system inspired by human brain architecture. Provides episodic memory (hippocampus), semantic facts (neocortex), procedural memory w...

Implementation of the Dynamic Ethical Entity Personality (D.E.E.P.) v2 Framework. The cognitive architecture for agentic sovereignty and partnership.

A seven-layer emotional cognitive architecture for AI agents — PADCN vectors, cognitive appraisal, multi-channel emotions, drive dynamics, self/social models...

Personal cognitive architecture that learns how you work. Builds a knowledge graph from your sessions, profiles your expertise, adapts retrieval per task, an...

Cognitive memory architecture for OpenClaw agents — periodic dream cycles that consolidate daily logs into structured long-term memory with importance scorin...

TriCore Architecture - A deterministic (Code-First) three-layer memory and cognitive framework designed for low-resource servers/Agents. It includes the unde...

Ultimate memory and cognitive architecture for advanced AI; integrates spiderweb memory model, causal inference, cellular automata emergence, neuro-symbolic...

Integrates 8-layer memory with autonomous self-driven, self-evolving, self-learning, and core axis systems for intelligent agent cognitive architecture.

Use when auditing an agent codebase against the 12-Factor Agents methodology, reviewing LLM-powered system architecture, or assessing agentic app compliance....

Audit agent system architecture across 12 layers for wrapper regression, memory pollution, tool discipline failures, and hidden fix loops. Use when diagnosin...

Imported specialist agent skill for architecture designer. Use when requests match this domain or role.

Build a more reliable OpenClaw agent with battle-tested architecture patterns. Covers WAL protocol, working buffer, memory anti-poisoning, layered memory com...

AI Agent architecture patterns library with 10 patterns for single and multi-agent systems

Universal memory architecture for AI agents. Provides long-term memory, daily logs, diary, cron inbox, heartbeat state tracking, social platform post tracking, sub-agent context patterns, and adaptive learning -- everything an agent needs for identity continuity across sessions.

Use when system needs to handle AI uncertainty, Agent types must be selected, APIs will be consumed by AI, or architecture must support probabilistic outputs...

Adversarial pre-build architecture review. Spawns a structurally independent agent that reviews proposed builds, features, or operational decisions BEFORE an...

Architecture dashboard with integrated risk review. Monitor architecture health, track risk items, and get Well-Architected scores.

Create an Architecture Decision Record (ADR) for any technical decision. Use when asked to document a technical decision, write an ADR, record an architectur...

Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, des...

Diagram a system or technical architecture — services, data stores, and how they connect. Use when asked to draw an architecture, show how components fit tog...

Architecture governance and assessment tool. Evaluate cloud architectures against best practices and generate actionable improvement reports.

Inventory your cloud architectures and assess risks. Query architecture blueprints, evaluate Well-Architected scores, and identify governance gaps.

Provides backend architecture patterns (Clean Architecture, Hexagonal, DDD) for building maintainable, testable, and scalable systems with clear layering and...

Research the architecture of a codebase or system. Reads source code, finds external context, explains design decisions, and produces ELK diagrams. Use when...

Analyze codebase architecture and generate visual HTML reports. Use when reviewing architecture, assessing technical debt, diagnosing project health, or plan...

Visualize and govern your cloud architectures. Get architecture assessments, risk heatmaps, and compliance dashboards in one place.

Multi-agent architecture where an AI agent operates as the CEO of growth operations. Reads strategic intent, delegates to specialized sub-agents, and deliver...

Teach the two-layer CLI architecture enabling AI agents to run shell commands natively with lossless execution and adaptive LLM presentation.

Build editable cloud architecture diagrams (Azure/Microsoft, AWS, GCP, Microsoft Fabric) using official vendor icons, output as both .excalidraw and .drawio...

Discover and map your cloud architecture automatically. View architecture directories, topology, and resource relationships via Tencent Cloud Smart Advisor API.

Holistic view of your entire cloud architecture. See all architecture diagrams, directories, and risk assessments across your account.

Provides expertise in CSS architecture, layout frameworks, responsive design, component naming, design tokens, and theme toggle for frontend projects.

Audit architecture, state management, boundaries, coupling, and maintainability risks that will make future AI or human iteration harder.

Game architecture design using system dependency mapping, Architecture Decision Records (ADRs), and technical design documents. Produces a navigable architec...

Honcho-inspired memory architecture for PA agents. Use when writing to MEMORY.md, ending a significant conversation, or deciding what to remember long-term....

Build cheap, truthful long-term memory for agents with a layered architecture instead of a memory blob. Design, explain, audit, or improve a system that sepa...

Micro-frontend architecture design and implementation guide. Use when: designing micro-frontend architecture, choosing between Module Federation/qiankun/sing...

Applies client-server architecture for web/mobile apps

Applies hexagonal architecture isolating domain from infrastructure

Applies layered n-tier architecture with enforced boundaries