Skills I use and develop to deliver better outcomes faster and with less effort.
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…
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…
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…
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…
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…
Skill Claude CodeCodex
Structure the interview arc when a brainstorm-swarm interviews the user. Covers the divergent-then-convergent arc (open with breadth, close with depth), question design (open vs probing, leading vs neutral, what-vs-why- vs-how), depth-vs-breadth tradeoffs, and when to send a second round of follow-up questions to…
Skill Claude CodeCodex
Orchestration logic for running a parallel persona-swarm brainstorm — when to invoke, which subset of the 12 canonical personas to spawn (PM, Engineer, Designer, Skeptic, User Advocate, Pre-Mortem Specialist, Junior, Veteran, First-Principles Thinker, Constraint-Setter, Optimist, Operator), how to spawn them in…
Skill Claude CodeCodex
Combine a parallel persona-swarm's outputs into an actionable artifact — consensus matrix (what every persona agreed on), dissent log (where personas disagreed and why), open questions (what nobody could answer), recommended next move (synthesized decision). Preserves dissent rather than forcing consensus. Use when…
Skill Claude CodeCodex
CI/CD pipeline design and DevOps automation — use when the user mentions GitHub Actions, GitLab CI, Jenkins, Terraform, infrastructure as code, DevSecOps, ArgoCD, Kubernetes deployment automation, or pipeline configuration YAML. NOT for release orchestration or semantic-release workflows (use git-workflow), NOT for…
Skill Claude CodeCodex
Expert FinOps guidance covering cloud, AI, SaaS, and adjacent technology spend. Includes AI cost management, GenAI capacity planning, AI-powered FinOps automation, Anthropic billing, AWS (EC2, Bedrock, Savings Plans, CUR, commitment strategy), Azure (reservations, Savings Plans, AHB, OpenAI PTUs, portfolio liquidity)…
Skill Claude CodeCodex
Cloud infrastructure design and infrastructure-as-code (IaC) authoring. Use for Terraform module authoring, AWS CDK constructs, cloud architecture design (VPCs, load balancers, managed services, serverless), multi-region and disaster-recovery patterns, cost-optimisation analysis, and IaC code review. Trigger phrases…
Skill Claude CodeCodex
Reviews existing code and pull requests using multi-agent swarm analysis covering security, performance, style, test coverage, and documentation quality. Extracts and prioritizes PR comments, performs security audits, and generates actionable fix plans with file:line references. Use when the user asks to review code…
Skill Claude CodeCodex
Research-grounded 5-principle behavioral contract for production LLM coding agents — Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution, and Calibrated Communication. Each principle names its anti-patterns and failure modes with empirical backing (SWE-bench, FeatBench, DELEGATE-52, SE…
Skill Claude CodeCodex
Edit written text for clarity and conciseness — active voice, hedge and weasel-word removal, jargon strip, sentence compression, nominalization fixes, and readability. Use when the user asks to tighten, shorten, edit, or clarify a paragraph or doc, remove hedges and weasel words, convert to active voice, cut jargon…
Skill Claude CodeCodex
Decide what and when to write down, and produce Architecture Decision Records (ADRs), one-pagers, runbooks, and decision logs. Use when the user asks whether something should be documented, wants to write an ADR, needs a runbook or operational playbook, wants to keep a decision log, or is trying to decide between a…
Skill Claude CodeCodex
Align stakeholders in writing using RFCs, design docs, proposals, pre-reads, and decision docs with explicit role assignments (DACI, RAPID). Use when the user asks to write an RFC, design doc, proposal, pre-read, or decision doc, wants to align async stakeholders on a decision, needs to assign deciders vs consulted vs…
Skill Claude CodeCodex
Structure a written piece using BLUF (Bottom Line Up Front), the Minto Pyramid Principle, inverted pyramid, or SPQR (Situation-Problem-Question- Resolution). Use when the user asks to write BLUF-style, apply the Pyramid Principle, structure a memo/email/doc, lead with the conclusion, outline a long message so it is…
Skill Claude CodeCodex
Communicate systems and flows visually using Mermaid (flowchart, sequence, state, ER, class), the C4 model, and diagram-as-code. Use when the user asks to draw a flow, sequence diagram, state machine, ER diagram, C4 model, architecture diagram, or wants Mermaid code for a system, wants to pick a diagram type, or wants…
Skill Claude CodeCodex
Competitive intelligence and market positioning analysis for product and GTM decisions. Use for competitor landscape mapping, positioning gap identification, win/loss pattern synthesis, battlecard creation, market-sizing estimates (TAM/SAM/SOM), and differentiation analysis. Trigger phrases: "map the competitive…
Skill Claude CodeCodex
Establish and enforce uniform naming conventions, taxonomy standards, style guides, and content reuse patterns across a project. Use when the user asks to audit for consistency, standardize naming, create a style guide, align terminology across docs, eliminate drift, or define reuse patterns across content or code.…
Skill Claude CodeCodex
Design CMS content models — content types, fields, editorial workflows, governance rules, and COPE (Create Once, Publish Everywhere) patterns — for structured, multi-channel publishing. Use when the user asks to design a content model, define content types in a CMS, structure fields for editorial content, plan a…
Skill Claude CodeCodex
REDUCING context size — summarization strategies, anchored iterative summarization, tokens-per-task optimization, compaction triggers, and probe-based evaluation. Use when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions structured…
Skill Claude CodeCodex
Diagnosing context FAILURES — lost-in-middle, poisoning, distraction, confusion, and clash patterns with model-agnostic measurement workflows. Use when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoning", or mentions context degradation…
Skill Claude CodeCodex
Foundational theory of context engineering — what context IS, how attention works, progressive disclosure principles, and context budgeting basics. Use when the user asks to "understand context", "explain context windows", "learn context engineering", or discusses context components, attention mechanics, or context…