llm-application-dev
claudeLLM application development: RAG systems, prompt engineering, AI agents, and production LLM patterns
9 skills · 3 commands · 2 agents
First Principles Framework (FPF) for structured, auditable reasoning with hypothesis-driven decision making and evidence trails
Plugin structured-reasoning from marketplace claude-code-ccf-marketplace in ccf/claude-code-ccf-marketplace. Commands read from the repo's manifest — 1 month ago.
fpf-methodologyFirst Principles Framework (FPF) for structured, auditable reasoning.
/structured-reasoning:q-actualizeReconcile the project's FPF state with recent repository changes.
/structured-reasoning:q-audit/structured-reasoning:q-decay/structured-reasoning:q-querySearch knowledge base
/structured-reasoning:q-resetReset the FPF cycle
/structured-reasoning:q-statusShow FPF status
/structured-reasoning:q0-initInitialize FPF Context
/structured-reasoning:q1-addInject User Hypothesis
/structured-reasoning:q1-hypothesizeGenerate Hypotheses (Abduction)
/structured-reasoning:q2-verifyVerify Logic (Deduction)
/structured-reasoning:q3-validateValidate (Induction)
/structured-reasoning:q4-auditAudit Evidence (Trust Calculus)
/structured-reasoning:q5-decideFinalize Decision
reasoning-orchestratorLLM application development: RAG systems, prompt engineering, AI agents, and production LLM patterns
9 skills · 3 commands · 2 agents
Event sourcing, CQRS patterns, and Temporal workflow orchestration for distributed systems
10 skills · 1 command · 2 agents
Monorepo architecture with Nx, Turborepo, and Bazel for large-scale project management
12 skills · 1 agent
Legacy system modernization: incremental migration, framework upgrades, and systematic refactoring
4 skills · 7 commands · 1 agent
Technical documentation architecture: long-form docs, Mermaid diagrams, and documentation systems
4 skills · 3 commands · 2 agents
Quantitative analysis, algorithmic trading strategies, financial modeling, portfolio risk management, and ML-based asset management
2 skills · 3 agents
Appends two or three short follow-up questions after a substantive answer to help users check key facts, probe the reasoning, and notice missing context
19 skills
DeepSeek model harness with focused agents, commands, and skills for swarm-backed reasoning workflows
2 skills · 1 command · 1 agent
Orchestrate multi-agent teams for parallel code review, hypothesis-driven debugging, and coordinated feature development using Claude Code's Agent Teams
6 skills · 7 commands · 4 agents
Marc Andreessen-mode decision and productivity skill. Market-first operator that pressure-tests ventures/ideas/features/bets (market > team > product; product/market fit is the only milestone; bias to build) and runs the 3x5-card + Anti-Todo routine. Fixed anti-sycophancy operating prompt: counterargument first, no disclaimers, explicit confidence levels, no capitulation. Issues hard verdicts backed by deterministic stdlib tools.
1 skill · 2 commands · 1 agent
Skills for building apps with the AG-UI .NET SDK: streaming chat (stateless vs hosted agents), server tools, client tools, human-in-the-loop (approvals & interrupts), shared state, multimodal messages, reasoning traces, protobuf transport, and troubleshooting.
9 skills
Autonomous research orchestration using a two-loop architecture. Manages the full research lifecycle from literature survey to paper writing, routing to domain-specific skills for execution. Use when starting a research project, running autonomous experiments, or managing multi-hypothesis research.
98 skills
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