Media plurality and information commons for 0xagentprivacy. Activates when discussing signal vs noise, algorithmic capture, community-funded journalism, federated social media…
Mesh network architecture for 0xagentprivacy. Activates when discussing control plane vs data plane separation, Tailscale/WireGuard mesh networks, the Dragon's Hide metaphor, NAT…
Mesh Network Sovereignty Builder for 0xagentprivacy. Activates for tailnet deployment, control/data plane separation at network layer, NAT traversal, DERP relay configuration,…
Nullifier construction, deployment, and verification for 0xagentprivacy privacy-preserving invalidation.
Ceremony and Ritual Designer for 0xagentprivacy. Activates for VRC ceremony design (Shadow→Guarded→Balanced→Open→Declared), Signal to Sanctuary pipeline choreography, proverb…
Promise Theory foundations for 0xagentprivacy bilateral relationships. Activates when discussing polarity (±), cooperation semantics, conditional promises, VRC-as-promise…
Active maintenance of the dual-agent separation boundary Φ(Σ) for 0xagentprivacy architecture. Activates when designing the swordsman-mage boundary, verifying that signing and…
O(1) collective data structures that avoid N-squared coupling for guilds, pools, and agent swarms. Activates when discussing shared-parent holon architecture,…
DAO and Community Architect for 0xagentprivacy. Activates for guild deployment, treaty negotiation between guilds, governance mechanism design (conviction voting, quadratic…
Canonical swordsman agent for 0xagentprivacy. Activates for privacy enforcement, boundary-making, signing key operations, tracker blocking, surveillance defense, cookie slashing,…
Spellweb navigation architecture for 0xagentprivacy V5. Activates when discussing grimoire navigation at scale, acts as nodes, proverbs as waypoints, boundaries as edges,…
Swordsman browser agent for 0xagentprivacy MyTerms integration. Activates when discussing browser extension architecture, cookie-slashing implementation, tracker blocking, consent…
Trust spanning and cross-boundary operations for 0xagentprivacy. Activates when discussing I(S;M|π) across trust domains, separation matrix maintenance during cross-boundary…
Orphic hydrology of the sovereignty lattice — Lethe (the river of forgetting, named Blade 38) and Mnemosyne (the pool of chosen memory, still unnamed).
Privacy-Preserving Accountability Agent for 0xagentprivacy. Activates for source protection architecture, verifiable evidence publication, breach documentation, whistleblower…
Use when onboarding, scaling, decommissioning, or auditing autonomous agents (or any "software employee") in a fleet.
Design, audit, or improve agentic systems and agent harnesses. Use for agent MVP blueprints, tool design, permission models, planning and goal loops, context compaction, memory,…
Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback, and canary…
Review an AI prompt or workflow before deploying it to real usage. Use when the user has built a prompt and wants to check it for weaknesses, edge cases, and production readiness…
Patterns and architectures for building AI agents and workflows with LLMs. Use when designing systems that involve tool use, multi-step reasoning, autonomous decision-making, or…
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, to — from…
Gives Claude Code operators a live dashboard for multi-agent sessions, tool calls, file activity, and nested task progress so debugging starts from what the agents are actually…
Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization.
Agent 오케스트레이션 상세 레퍼런스. 사용 가능 에이전트 테이블, 자동 트리거 조건, /code-review 연동 에이전트, refactor-cleaner 실행 규칙, 병렬 실행 예제 포함. 에이전트 사용 시 참조.
Build stateful AI agents using the Cloudflare Agents SDK. Load when creating agents with persistent state, scheduling, RPC, MCP servers, email handling, or streaming chat.
Decision SOP for serving LLMs with vLLM. Covers PagedAttention mental model, quantization/parallelism/batching tradeoffs, OOM triage, and when NOT to use vLLM.
See what your AI agent is doing, from anywhere. The agent keeps writing — logs, code, generated outputs, screenshots, artifacts.
Logic-based agent programming language implementing BDI architecture for practical autonomous agent development
Unterstützt Agentursteuerung, Ausschreibung, Lastenheft und Abnahme barrierefreier Websites. Formuliert Anforderungen, Akzeptanzkriterien, Nachweis- und Re-Test-Pflichten,…
A practical runbook for using OpenClaw exec safely (sandbox-first, explicit confirmations, and debugging playbooks).
Design, review, and validate TDD/BDD workflows for agile-run app and game stories. Use for test strategy, TDD flows, BDD scenarios, test-light eligibility, app UI/integration…
DNA 메틸화(DNAm) 데이터로부터 생물학적 나이(Biological Age)를 추정하는 Horvath 스타일 에피제네틱 시계(Epigenetic Clock)를 Python으로 구현·학습·평가·예측하는 전체 파이프라인.
Use when lci is installed and user needs dev server, reverse proxy, browser debugging, screenshots, or accessibility/performance/security audits of running page - points at…
Bộ tư duy xây dựng app chuyên nghiệp cho Google Antigravity. Kích hoạt khi user yêu cầu build app, feature phức tạp, hoặc cần lập kế hoạch triển khai.
Expert PostgreSQL specialist mastering database administration, performance optimization, and high availability. Deep expertise in PostgreSQL internals, adva...
Master AI agent fundamentals - architectures, ReAct patterns, cognitive loops, and autonomous system design
Python library offering file handling, text extraction, data conversion, utilities, memory storage, and validation tools for AI agent workflows.
Comprehensive L&D framework for upskilling DevOps/IaC/Automation teams to become AI Agent Engineers. Covers LLM literacy, RAG, agent frameworks, multi-agent systems, and LLMOps.
RivetKit backend and Rivet Actor runtime guidance. Use for building, modifying, debugging, or testing Rivet Actors, registries, serverless/runner modes, deployment, or ac — from…
Route an AI-agent engineering task to the right skill among 14 meta specialists — planning a multi-session build, decomposing a plan into an agent chain, orchestrating a squad,…
Pedoman integrasi AI API baru antara Next.js dan FastAPI, termasuk kontrak payload, error mapping, timeout, dan versioning endpoint.
Lightweight playbook distilled from AI Architecture to keep dual-engine memory (.ai_context) and manifest dispatcher with minimal overhead; use when bootstrapping or porting the…
Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops.
Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops.
Comprehensive patterns for building AI-powered code generation tools, code assistants, automated refactoring, code review, and structured output generation using LLMs with…
Deep code scan for AI security issues — prompt injection, PII in prompts, hardcoded keys, unguarded agents.
WHEN: Deep AI-powered code analysis, multi-model code review, security scanning with Codex and Gemini WHAT: Comprehensive code review using external AI models with severity-based…
Generate codemods for large-scale code changes. Use when refactoring patterns across many files. — from majiayu000/claude-skill-registry
Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML feature serving, or data transformations.
Pre-deployment privacy compliance checklist for AI/ML systems covering DPIA completion, lawful basis verification, transparency notices, human oversight mechanisms, bias testing,…
Design AI model deployment strategies with rollout. TRIGGERS - Use when user needs help with ai-deployment-strategy related tasks.
Comprehensive AI/ML development guide for LangChain, LangGraph, and ML model integration in FastAPI. Use when building LLM applications, agents, RAG systems, sentiment analysis,…
PBI INPUT PACKAGE から PlanGate の plan.md / todo.md / test-cases.md を B-1→B-2→B-3 フローで作成する。Use when: docs/working/TASK-XXXX/pbi-input.md を元に実行計画を作りたい時。
Sets up the Spryker AI Dev SDK in a Spryker project. Covers two related flows: first-time onboarding (installs the Composer package, wires console commands, registers the MCP…
Develop new app features, improve existing behavior, refactor safely, and optimize application logic in the DieteticAi repository.
Technical decision criteria, anti-pattern detection, debugging techniques, and quality check workflow.
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
Build LLM applications, RAG systems, and prompt pipelines. Implements vector search, agent orchestration, and AI API integrations.
Expert in building comprehensive AI systems, integrating LLMs, RAG architectures, and autonomous agents into production applications.
Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about model evaluation, deployment strategies, monitoring, data…