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Research AI Skills

Discover Research skills, compare source repositories and read the instructions for each workflow.

Categories: Research

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GitHub

implement-inplace

doodledood

Single-agent implementation: executes plans in-place without subagents. Use /implement (default) for complex features; use this for simpler tasks or when subagent overhead is unwanted.

GitHub

review-coverage

doodledood

Verify test coverage for code changes. Analyzes diff against main and reports coverage gaps.

GitHub

optimize-prompt-goal

doodledood

Optimizes prompts for goal effectiveness - ensures instructions serve the stated goal, prevents missteps, improves efficiency. Use when asked to optimize a prompt for its goal, improve goal alignment, or make a...

GitHub

update-claude-md

doodledood

Create or update CLAUDE.md with best practices - brevity, universal applicability, progressive disclosure

GitHub

consultant

doodledood

Consults external AI models (100+ via LiteLLM) for complex analysis. Use for architectural review, security audit, deep code understanding, or when extended reasoning is needed. Runs async with session manageme...

GitHub

define-customer-profile

doodledood

Iteratively craft a CUSTOMER.md document that precisely defines your ideal customer profile (ICP). This is the foundational document from which everything else (product, features, brand) derives. Uses parallel...

GitHub

review

doodledood

Production-level PR review using consultant agent. 10-category framework focused on correctness.

GitHub

optimize-prompt-token-efficiency

doodledood

Iteratively optimizes prompts for token efficiency by maximizing information density - reduces verbosity, removes redundancy, tightens phrasing while preserving semantic content. Use when asked to compress, sho...

GitHub

scrollytelling

doodledood

Implements scroll-driven storytelling experiences with pinned sections, progressive reveals, and scroll-linked animations. Use when asked to build scrollytelling, scroll-driven animations, parallax effects, nar...

GitHub

define-design-guidelines

doodledood

Create a DESIGN_GUIDELINES.md that defines how to design UI/UX for your customer. Requires CUSTOMER.md to exist first. Covers aesthetic direction, design tokens, typography, color, motion, components, and layou...

GitHub

review

doodledood

Run all code review agents in parallel (bugs, coverage, maintainability, simplicity, type-safety if typed, CLAUDE.md adherence, docs). Respects CLAUDE.md reviewer configuration.

GitHub

verify

doodledood

Manifest verification runner. Spawns parallel verifiers for Global Invariants and Acceptance Criteria. Called by /do, not directly by users.

GitHub

define-brand-guidelines

doodledood

Create a BRAND_GUIDELINES.md that defines how to communicate with your customer. Requires CUSTOMER.md to exist first. Covers voice, tone, language rules, messaging framework, and copy patterns.

GitHub

rewrite-history

doodledood

Rewrite branch into clean, narrative-quality commits. Creates backup, reimplements on fresh branch, verifies byte-identical, then replaces original branch history.

GitHub

decide

doodledood

Personal decision advisor for QUALITY over speed. Exhaustive discovery, option finding, sequential elimination, structured analysis. Use for investments, purchases, career, life decisions. Surfaces hidden facto...

GitHub

craft-author-voice

doodledood

Captures writing style/voice into AUTHOR_VOICE.md so AI can write like the user. Use when asked to match tone, write like me, replicate voice, or capture writing style for content generation.

GitHub

done

doodledood

Completion marker. Outputs hierarchical execution summary showing Global Invariants respected and all Deliverables completed.

GitHub

bugfix

doodledood

Investigates and fixes bugs systematically with root cause analysis. Use when asked to debug, troubleshoot, fix a bug, investigate an issue, or find why something is broken. Creates reproduction tests and verif...

GitHub

explore-codebase

doodledood

Find all files relevant to a query with orthogonal exploration for comprehensive coverage. Returns topic-specific overview + file list with line ranges. Uses parallel agents for thorough+ levels to ensure nothi...

GitHub

escalate

doodledood

Structured escalation with evidence. Surfaces blocking issues for human decision, referencing the Manifest hierarchy.

GitHub

investigate-bug

doodledood

Deep bug investigation using consultant agent. Identifies root causes and fix suggestions.

GitHub

learn-from-session

doodledood

Analyze Claude Code sessions to learn what went right/wrong and suggest high-confidence improvements to skills. Use when asked to analyze a session, learn from a session, or review workflow effectiveness.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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