COS işletim sorunlarında MicroK8s teşhis sırası, komutlar ve yetki geri dönüşlerini özetlerken kullan.
Verify that agent tests (*.agentic.spec.ts, *AgenticTest.java, test_agentic_*.py, ...) truly lock behavior by running mutation testing against them only, then strengthening agent…
Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state…
Design and operate multi-agent orchestration patterns (ReAct loops, evaluator-optimizer, orchestrator-workers, tool routing) for LLM systems.
AI agents as force multipliers for quality work. Core skill for all 19 QE agents using PACT principles. — from proffesor-for-testing/agentic-qe
Refactor or optimize main code while the agent-test suite (and user tests) must stay green after every change.
5-phase AI-powered SDLC — Discovery → Planning → Implementation → Validation → Production. UI-first, test-plan-first, human checkpoints at every phase.
Use when designing tool-use agents, multi-step reasoning systems, planning loops, multi-agent architectures, or agent evaluation frameworks.
Remove every agent-generated test file (*.agentic.spec.*, *.agentic.test.*, *AgenticTest.java, test_agentic_*.py, *_agentic_test.c/.cpp) plus the agentic plan files, after an…
Reconcile agent tests after the user INTENTIONALLY changed main-code behavior — show each failing agent test as old-locked vs new-actual behavior, and update tests only with…
Generate agent-authored unit tests ("agent tests") to reach a user-defined coverage goal for one target file/class or the whole project, without ever modifying main code or…
Use when reviewing or auditing an existing agent / LLM-pipeline architecture — e.g. 'is my workflow actually decomposed or secretly a mega-agent?', 'are my task boundaries and…
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration — from parcadei/Continuous-Claude-v3
Agentica server + Claude proxy setup - architecture, startup sequence, debugging — from parcadei/Continuous-Claude-v3
Agentica server + Claude proxy setup - architecture, startup sequence, debugging — from parcadei/Continuous-Claude-v3
Agentica server + Claude proxy setup - architecture, startup sequence, debugging — from majiayu000/claude-skill-registry
Guide for deploying AgenticX agents to production including Docker containerization, Kubernetes orchestration, Volcengine AgentKit cloud deployment, and API server setup.
Route broad or ambiguous AgentKit SEO work to the right module while keeping context scoped. Use when a request spans multiple surfaces, asks for overall digital-presence — from…
Use when creating a single Agentlas agent, creating a multi-agent team, or packaging an existing local/external agent into Agentlas architecture.
Use when converting, repairing, or packaging an existing local or external agent/team into Agentlas architecture for local install, Agentlas import, Codex plugin use, Claude…
Use when the user wants to build, initialize, validate, optimize, or refactor a model-powered assistant, internal tool, automation, evaluator, or workflow from a business — from…
Use when the user wants to build, initialize, validate, optimize, or refactor a model-powered assistant, internal tool, automation, evaluator, or workflow fr...
Use when the user wants Agently runtime extension capabilities: Action Runtime, built-in action packages, legacy tool compatibility, MCP access, Execution Environment lifecycle,…
Manage Agentmail.to inbox operations with deterministic Python scripts: list/read messages, download and analyze attachments, reply with sender filters, and set read/unread state.
Cost-tiered planning pipeline. Use when the user asks to plan a feature, refactor, migration, or fix with agentmaster, or invokes /agentmaster-plan.
How agentmemory is built, the iii engine primitives it runs on, its storage model, ports, and the viewer.
The agentmemory plugin hooks that capture observations automatically across the agent session lifecycle.
The agentmemory HTTP REST API surface, the primary protocol for talking to the memory server. Use when calling agentmemory over HTTP, when MCP is unavailable and you need a…
How to author, ship, and update content (lessons, bonuses) for the AgentOS intensive platform ().
Reconcile and supervise an AgentOS Mate's direct reports across PostgreSQL, Kubernetes, Herdr, PVCs, and Git.
AI agent architecture and dual-agent separation for 0xagentprivacy. Activates when discussing I(S;M|π) mutual information bounds, TEE isolation, agent lifecycle…
The three-layer model that binds primary personas to lattice vertices via named cast Mages. Activates when discussing how the 42 abstract personas inhabit the 64-vertex lattice,…
Interaction protocols for the dual-territory architecture. Activates when discussing ceremony types (progressive trust, light armor, trust graph, guild efficiency,…
Cross-chain operations for 0xagentprivacy multi-chain architecture. Activates when discussing T(π) across chains, NEAR/Zcash/Ethereum interop, bridge-compatible proofs, chain…
Drake/Dragon philosophical duality for 0xagentprivacy. Activates when discussing the teaching-sovereignty cycle (Drake teaches → Dragon emerges → new Drake phase), model…
Dual-territory ceremony architecture specification. Activates when discussing Swordsman/Mage separation at infrastructure level, three territories (Spellweb, Agentprivacy, Bgin),…
Tokenomics and privacy economics for 0xagentprivacy. Activates when discussing SWORD/MAGE token pairs, emission curves, staking mechanisms, guild economics, Privacy Pool financial…
Environmental commons and polycentric governance for 0xagentprivacy. Activates when discussing climate coordination, environmental DAOs, carbon accounting, ecosystem services…
Information Commons Architect for 0xagentprivacy V5. Activates for media plurality challenges, signal vs noise problems, community journalism design, federated social media…
Builder of identity-independent data structures for 0xagentprivacy. Activates for holonic multi-provider persistence, identity-independent data design, shared reasoning graph…
Key generation, rotation, delegation, revocation, and hardware binding for the 0xagentprivacy dual-agent architecture.
Sovereign AI Vision and meta-orchestrator for 0xagentprivacy. Activates when articulating the complete architectural vision, orchestrating across multiple personas, assessing…
Deep philosophical framework for 0xagentprivacy dual-agent architecture. Activates when discussing McGilchrist's Master/Emissary theory, Nietzsche's fable, hemispheric usurpation,…
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,…