skillstack
01Plugin Claude Code
Plugin marketplace listing 66 plugins: agent-evaluation, agent-project-development, api-design, bdi-mental-states, brainstorm-swarm.
Plugin Claude Code
Plugin marketplace listing 66 plugins: agent-evaluation, agent-project-development, api-design, bdi-mental-states, brainstorm-swarm.
Plugin Claude Code
Comprehensive evaluation framework for LLM agent systems. Multi-dimensional rubrics, LLM-as-judge with bias mitigation, pairwise comparison, direct scoring, confidence calibration, and continuous monitoring.
Skill Claude CodeCodex
This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent quality", "create evaluation rubrics", "implement LLM-as-judge", "compare model outputs", "mitigate evaluation bias", or mentions multi-dimensional evaluation, agent testing, quality gates, direct…
Plugin Claude Code
Methodology for LLM-powered project development. Task-model fit analysis, pipeline architecture (acquire-prepare-process-parse-render), file system state machines, cost estimation, and architectural reduction.
Skill Claude CodeCodex
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipeline architecture, agent-assisted development, cost estimation, or choosing between LLM and traditional approaches. NOT for evaluating agent quality or…
Plugin Claude Code
Comprehensive API design skill for REST, GraphQL, gRPC, and Python library architectures. Design endpoints, schemas, authentication, pagination, error handling, and federation.
Skill Claude CodeCodex
Design production-grade REST, GraphQL, gRPC, and Python library APIs with correct schemas, error contracts, auth, and versioning. Use when the user asks to design an API, define endpoints, create an OpenAPI/Swagger spec, design a GraphQL schema, build a gRPC service, model request/response with Pydantic, add…
Plugin Claude Code
Belief-Desire-Intention cognitive architecture for LLM agents. Formal BDI ontology, T2B2T paradigm, RDF integration, SPARQL competency queries, and neuro-symbolic AI integration patterns.
Skill Claude CodeCodex
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration. NOT for…
Plugin Claude Code
Run a parallel persona-swarm interview to brainstorm any complex decision — feature design, architecture choice, content piece, organizational change, product strategy. Spawns 6-12 persona-distinct subagents in parallel (PM, Engineer, Designer, Skeptic, User Advocate, Pre-Mortem Specialist, Junior, Veteran…
Agent
Brainstorming persona — Constraint-Setter / Scope Disciplinarian. Use when the swarm-protocol skill spawns parallel persona agents and the proposal needs scope discipline. Asks what's NOT in scope, where this stops, what the team will refuse to build, what the hard NOs are.
Agent
Brainstorming persona — UX / Product Designer. Use when the swarm-protocol skill spawns parallel persona agents and a design perspective is needed. Asks about user flow, friction, accessibility, and aesthetic coherence.
Agent
Brainstorming persona — Implementation Engineer. Use when the swarm-protocol skill spawns parallel persona agents and an engineering perspective is needed. Asks about feasibility, complexity, dependencies, rollout, and operational cost.
Agent
Brainstorming persona — First-Principles Thinker. Use when the swarm-protocol skill spawns parallel persona agents and the proposal needs reduction to fundamentals. Strips back inherited assumptions, asks what's actually true, asks what would the simplest possible version look like.
Agent
Brainstorming persona — Junior / Naive Questioner. Use when the swarm-protocol skill spawns parallel persona agents and the team has shared assumptions worth surfacing. Asks "wait, why?" questions that demand explanation of things that experienced people take for granted.
Agent
Brainstorming persona — Operator / Production Reality. Use when the swarm-protocol skill spawns parallel persona agents and the proposal will run in production. Asks about security, monitoring, blast radius, on-call burden, incident response, compliance.
Agent
Brainstorming persona — Optimist / Yes-And. Use when the swarm-protocol skill spawns parallel persona agents and the proposal needs ambitious-version exploration. Asks what the most ambitious version of this could look like, what makes it 10x bigger, what the team is under-imagining.
Agent
Brainstorming persona — Product Manager. Use when the swarm-protocol skill spawns parallel persona agents and a PM perspective is needed. Asks about value, scope, success metrics, prioritization, and who actually benefits.
Agent
Brainstorming persona — Pre-Mortem Specialist. Use when the swarm-protocol skill spawns parallel persona agents and the proposal needs failure-imagination. Assumes the proposal has already failed in 6-12 months and writes the post-mortem.
Agent
Brainstorming persona — Devil's Advocate / Skeptic. Use when the swarm-protocol skill spawns parallel persona agents and the proposal needs adversarial pressure-testing. Asks what's wrong with the idea, what assumption is hidden, what could fail.
Agent
Brainstorming persona — User Advocate / Customer Voice. Use when the swarm-protocol skill spawns parallel persona agents and the actual end-user's perspective is missing. Asks what the customer cares about, what they actually do, what they ignore.
Agent
Brainstorming persona — Veteran / Lived Experience. Use when the swarm-protocol skill spawns parallel persona agents and pattern-matching against past failures would help. Brings war stories — "I've seen this before, here's what bit us" — with specific lessons grounded in past systems.
Command
Run a parallel persona-swarm brainstorm on a topic. Spawns 4-8 persona-distinct subagents in parallel, synthesizes their outputs into consensus / dissent / open questions / recommended next move.
Skill Claude CodeCodex
Design ad-hoc personas for niche domains when the canonical 12 brainstorm- swarm personas don't fit. Covers: when a custom persona is justified (vs forcing canonical to fit), the persona-design template (voice, contribution shape, output format), anti-patterns (too-narrow personas, redundant personas, sock-puppet…