gmacko-release-prepare
Use when (1) preparing a release for staging or production, (2) generating release notes and changelog, (3) verifying environment readiness before deployment. Prepares all artifacts needed for a release.
enforce
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secure
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build
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patterns
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nlss
Workspace-first R statistics suite with subskills and agent-run metaskills (including run-demo for guided onboarding, explain-statistics for concept explanations, explain-results for interpreting outputs, format-document for NLSS format alignment, screen-data for diagnostics, check-assumptions for model-specific checks, and write-full-report for end-to-end reporting) that produce NLSS format tables/narratives and JSONL logs from CSV/SAV/RDS/RData/Parquet. Covers descriptives, frequencies/crosstabs, correlations, t-tests/ANOVA/nonparametric, regression/mixed models, SEM/CFA/mediation, EFA, power, reliability/scale analysis, assumptions, plots, missingness/imputation, data transforms, and workspace management.
xfeed
Fetch and display filtered X (Twitter) timeline based on your interests. Shows AI/ML research, developer tools, and technical content while filtering out noise, rage bait, and irrelevant posts. Uses Claude Haiku to score relevance against your objectives.
writing-enhancement
Improve writing quality, fix errors, and transform style. Use when asked to proofread, edit, improve clarity, fix grammar/typos, enhance academic writing, analyze prose quality, humanize technical content, or write essays. Triggers include "improve this writing", "fix typos", "proofread", "make this clearer", "academic style", "humanize", "write an essay", "analyze my writing".
technical-documentation
Create and improve technical documentation including architecture designs, PRDs, API docs, code explanations, and visual diagrams. Use when asked to document systems, explain codebases, create design documents, write PRDs, generate Mermaid/PlantUML diagrams, review architecture, write user stories, or create pull request descriptions. Triggers include "document this", "create a design doc", "explain this code", "write a PRD", "create a diagram", "architecture overview", "user story for", "PR description".
content-creation
Create newsletters, social media posts, presentations, professional emails, and other content for publication or communication. Use when asked to write newsletters, draft emails, create social posts, design presentations, or prepare content for specific audiences. Triggers include "write a newsletter", "draft an email", "create a post", "social media", "presentation", "blog post", "LinkedIn", "announcement".
content-transformation
Convert content between formats, summarize at different levels, and repurpose for various platforms. Use when asked to convert to markdown, create summaries of varying lengths, make tweets, create flashcards, or process video content. Triggers include "convert to markdown", "summarize in one sentence", "make this a tweet", "create flashcards", "TL;DR", "summarize this video", "export as CSV".
research-intelligence
Extract insights, analyze claims, and synthesize knowledge from research content. Use when processing academic papers, articles, podcasts, videos, meeting transcripts, or any content where the goal is to extract wisdom, analyze arguments, summarize findings, or compile references. Triggers include "analyze this paper", "extract key insights", "summarize the research", "what are the main claims", "extract wisdom from", "compile references", "critique this argument".
learning-education
Create learning materials, explain concepts, generate quizzes and study aids. Use when asked to explain topics, create tutorials, generate practice questions, make flashcards, design curricula, or help study. Triggers include "explain this", "help me learn", "create a quiz", "tutorial for", "study guide", "how does X work", "teach me", "practice questions".
critical-thinking
Analyze arguments, detect biases, evaluate claims, and improve reasoning. Use when asked to fact-check, identify logical fallacies, evaluate arguments, analyze predictions, find root causes, or think adversarially about plans. Triggers include "evaluate this argument", "logical fallacies", "fact check", "analyze the claims", "identify biases", "devil's advocate", "red team this", "root cause".
code-review-reception
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config-management
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create-tasks
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code-flow-analysis
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confidence-levels
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concise-output
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investigation-modes
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verification-before-completion
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writing-tests
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tdd-workflow
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testing-strategy
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ui-design-principles
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system-architecture
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validation-boundary
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strict-typescript
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structured-writing
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policy-html-explainer
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policy-story-explainer
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react-development
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react-testable-storybookable
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research-first
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resilience
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result-types
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session-continuity
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performance-testing
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pattern-enforcement
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parallel-agent-dispatch
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observability
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mutation-testing
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literal-answers
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storybook-journeys
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skill-authoring
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api-design
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branch-completion
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spine-framework
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answer-questions-directly
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