
Claude Skills by zircote
github.com/zircoteDeep-dive into a specific area of current research. Orchestrates a single dimension-analyst using full swarm pattern (TeamCreate, TaskCreate, SendMessage). Use when the user wants to augment current research with deeper analysis of a specific area.
This skill should be used when the user asks to "analyze competitors", "map competitive landscape", "Porter's 5 Forces analysis", "competitor comparison", "competitive positioning", "identify competitors", "competitive intelligence", or needs guidance on competitor research methodology, market positioning analysis, or competitive strategy frameworks.
This skill should be used when the user asks to "understand customers", "customer research", "user personas", "customer needs analysis", "buyer journey mapping", "voice of customer", "customer segmentation", "user research", or needs guidance on customer discovery methodologies, persona development, or understanding buyer behavior.
Adversarial falsification of sigint research findings. Generates disconfirming queries, executes web-only adversarial search, assigns ordinal verdicts (falsified | weakened | survived | inconclusive), and applies remediation (quarantine, confidence downgrade, follow-up queue). Invocable standalone via `/sigint:falsify` or as Phase 3.6 gate inside the research-orchestrator before report finalization. Use when the user invokes /sigint:falsify.
This skill should be used when the user asks to "analyze financials", "revenue model", "unit economics", "pricing analysis", "cost structure", "profitability analysis", "financial projections", "business model economics", or needs guidance on financial metrics, revenue analysis, or economic viability assessment.
Create GitHub issues from research findings as atomic deliverables. Orchestrates the issue-architect agent using the full swarm pattern (TeamCreate → TaskCreate → Agent(team_name) → SendMessage → TeamDelete). Use this skill when the user invokes /sigint:issues.
This skill should be used when the user asks to "calculate market size", "TAM SAM SOM analysis", "estimate market opportunity", "market sizing", "total addressable market", "serviceable market", "market potential", or needs guidance on market size estimation methodologies, market opportunity calculations, or growth projections.
Migrate legacy sigint configuration (sigint.local.md or .sigint.config.json v1.0) to sigint.config.json v2.0 with per-topic support and CONTEXT.md generation. Safe, idempotent, supports --dry-run preview and --global flag. Handles both YAML frontmatter and markdown section formats.
This skill should be used when the user asks to "analyze regulations", "regulatory landscape", "compliance requirements", "legal considerations", "regulatory risk", "industry regulations", "compliance analysis", "regulatory trends", or needs guidance on understanding regulatory environments, compliance requirements, or legal market factors.
This skill should be used when the user asks to "write a report", "executive summary", "research report format", "report structure", "present findings", "business writing", "analysis documentation", or needs guidance on structuring research outputs, executive communication, or professional report formatting.
Generate a comprehensive market research report from current findings. Orchestrates report-synthesizer using full swarm pattern with TeamCreate, TaskCreate, SendMessage, and TeamDelete.
Begin a new market research session. Thin launcher that delegates to the research-orchestrator agent for all phase management.
This skill should be used when the user asks to "assess technology", "technology evaluation", "tech stack analysis", "technical feasibility", "technology trends", "build vs buy", "technology roadmap", "architecture assessment", or needs guidance on evaluating technologies, technical due diligence, or technology strategy decisions.
This skill should be used when the user asks to "identify trends", "analyze market trends", "trend forecasting", "macro trends", "micro trends", "emerging patterns", "future projections", "industry trends", or needs guidance on trend identification, pattern recognition, or market forecasting methodologies.
This skill should be used when the user asks to "model trends with limited data", "three-valued logic analysis", "scenario generation", "transitional graphs", "qualitative trend analysis", "uncertain data analysis", "minimal-information modeling", or needs guidance on trend-based modeling using INC/DEC/CONST logic, scenario planning with limited quantitative data, or generating transitional scenario graphs.
Refresh existing research with latest data using swarm orchestration and delta detection. Delegates to the research-orchestrator agent in update mode.
Choose the right agent type for each task including built-in agents (Bash, Explore, Plan, general-purpose) and plugin agents (review, research, refactoring, SDLC). Use when selecting agent types, understanding agent capabilities, or matching agents to tasks.
Debug and recover from agent team errors including common errors, hooks for quality gates, known limitations, and recovery strategies. Use when encountering team errors, enforcing quality gates with hooks, understanding limitations, or debugging agent issues.
Analyze large JSONL log files using schema-aware partitioned analysis. Discovers field schema, generates tailored jq extraction recipes, and orchestrates parallel chunk analysts with synthesis. Use when processing JSONL logs exceeding context limits, performing log analytics, or investigating incident logs.
Send messages between agents using SendMessage including direct messages, broadcasts, shutdown requests/responses, and plan approvals. Use when communicating between agents, understanding message formats, or handling structured protocol messages.
Master multi-agent orchestration using Claude Code's agent teams and task system. Use when coordinating multiple agents, running parallel code reviews, creating pipeline workflows with dependencies, building self-organizing task queues, or any task benefiting from divide-and-conquer patterns. Routes to specialized sub-skills for team management, tasks, messaging, patterns, backends, and error handling.
Apply proven orchestration patterns for agent teams including parallel specialists, pipelines, swarms, research+implementation, plan approval, and multi-file refactoring. Use when choosing a team structure, designing workflows, or implementing specific coordination patterns.
Process files exceeding context limits using the RLM (Recursive Language Model) pattern with agent teams. Use when you need to process large files, analyze documents exceeding context, apply RLM chunking, chunk and analyze large content, or handle long context documents.
Configure how teammate agents run including in-process, tmux, and iTerm2 backends. Use when choosing a display mode, setting up split panes, troubleshooting backend issues, or configuring teammateMode.
Manage shared task lists for agent teams including creating tasks, setting dependencies, claiming work, and tracking progress. Use when creating work items, building task pipelines, coordinating task ownership, or managing task dependencies.
Create, configure, and manage agent teams including spawning teammates, delegate mode, permissions, shutdown, and cleanup. Use when setting up a new team, spawning workers, configuring team modes, or shutting down a completed team.
This skill should be used when the user asks to review for AI patterns, make this sound human, check for AI writing, ai slop detection, fix AI voice, improve writing voice, human voice check, remove AI patterns, humanize this content, or needs to detect and correct AI-generated writing patterns.
This skill should be used when the user asks to start a voice interview, elicit writing style, build a voice profile, analyze writing voice, capture writing style, run voice elicitation, understand my writing style, profile my voice, or needs to conduct an adaptive interview that produces a multi-dimensional voice coordinate profile.
Verify and enforce use of the latest stable library/package versions using live documentation lookups instead of training-data knowledge. Use PROACTIVELY whenever: (1) Recommending or selecting a library, framework, or package version, (2) Adding dependencies to any project (package.json, pyproject.toml, requirements.txt, Cargo.toml, go.mod, Gemfile, pom.xml, build.gradle, composer.json, etc.), (3) A user asks "what version of X should I use?" or similar version questions, (4) Writing code ex...
This skill should be used when the user asks about "how hooks work",
This skill should be used when the user asks to "write a test", "create
This skill should be used when the user asks about "test validation",
Patterns and templates for creating comprehensive API documentation using OpenAPI/Swagger, AsyncAPI, and manual documentation approaches. Use this skill whenever the user wants to document REST endpoints, generate or improve an OpenAPI spec, create Swagger docs, document WebSocket/event-driven APIs with AsyncAPI, review API documentation completeness, add request/response examples, document authentication schemes, set up API documentation portals (Swagger UI, ReDoc, Stoplight), or convert bet...
Generate, update, review, and maintain changelogs using Keep a Changelog format, semantic-release, and conventional commits. Use this skill whenever the user wants to add a changelog entry, prepare release notes, document version changes, generate a changelog from git history, configure semantic-release, understand conventional commit mappings, review changelog format, create migration guides for breaking changes, or troubleshoot semantic-release issues. Also applies when discussing version b...
Classify, create, review, and maintain documentation using the Diátaxis framework — the four-quadrant system (tutorials, how-to guides, reference, explanation) that separates documentation by user need. Use this skill whenever the user wants to classify documentation into quadrants, perform a documentation gap analysis, check for mode mixing, create documentation following a specific quadrant template, organize docs by type, review documentation for Diátaxis alignment, add diataxis_type front...
Standards and patterns for creating, reviewing, and improving technical documentation — covering markdown formatting, heading hierarchy, code blocks, links, writing style, accessibility, and language-native doc toolchains (rustdoc, godoc, Sphinx, TypeDoc, Javadoc, DocC, ExDoc). Use this skill whenever the user wants to review documentation quality, audit markdown formatting, fix document structure, improve technical writing, check doc comment coverage, enforce doc standards, write better docs...
This skill should be used when the user asks about "chunking strategies", "how to chunk a file", "semantic vs fixed chunking", "chunk size selection", "overlap settings", or needs guidance on selecting the appropriate chunking approach for RLM processing.
This skill should be used when the user asks to "process a large file", "analyze document exceeding context", "use RLM", "recursive language model workflow", "chunk and analyze a file", "handle long context", or needs to work with documents too large to fit in the context window. Orchestrates the full RLM loop using the rlm-rs CLI.
This skill should be used when the user asks about "ADR compliance",
This skill should be used when the user asks about "decision drivers",
This skill should be used when the user asks about "Alexandrian format",
This skill should be used when the user asks about "business case ADR",
This skill should be used when the user asks about "MADR format", "MADR
This skill should be used when the user asks about "Nygard format", "Nygard
This skill should be used when the user asks about "structured MADR",
This skill should be used when the user asks about "Tyree-Akerman format",
This skill should be used when the user asks about "Y-statement format",
This skill should be used when the user asks "what is an ADR", "when
This skill should be used when the user asks about "ADR integration",
This skill should be used when the user asks about "ADR quality", "review