GDPR, CCPA, and privacy compliance guidance for data protection. Use when handling personal data, implementing consent management, or ensuring regulatory compliance across jurisdictions.

Step-by-step problem solving with detailed explanations. Uses structured approach (Identify, Plan, Execute, Verify) for math, physics, chemistry, and CS problems. Can provide hints before solutions. Use when solving academic problems, working through practice questions, or learning problem-solving methods. Triggers - solve problem, step by step, show work, explain solution, how to solve, problem help.

Process raw meeting transcripts from Granola or other sources into structured notes with frontmatter, action items, summary, and formatted transcript. Use this skill when the user asks to process a meeting transcript or provides a raw transcript that needs formatting.

Best practices when developing in Go codebases

Load project conventions and generate session context. Use EXPLICITLY when needed, not automatically.

Validate, commit, and push.

Intelligent workflow orchestrator that commits, pushes, and creates/updates PRs automatically. Use when user wants to save their work or create a PR.

Pythonic code with modern type hints, dataclasses, async patterns, packaging, and testing

Modern Python 3.12+ development with uv, ruff, and production-ready practices. Routes to specialized skills for frameworks and testing.

AprilTag corner detection for camera calibration and pose estimation. Use when working with pywayne.cv.apriltag_detector module to detect AprilTag fiducial markers in images, extract tag IDs and four corner coordinates, choose tag families such as tag16h5 or tag36h11, apply optional preprocessing, and rely on automatic apriltag_detection installation via gettool.

SE(3) rigid body transformation library for 3D rotation and translation operations. Use when working with robot poses, camera transformations, SLAM systems, or any 3D rigid body motion tasks. Supports SE(3) matrix operations, Lie group/algebra mappings (log/Log, exp/Exp), representation conversions (quaternion, axis-angle, Euler angles), and batch processing of trajectories.

Use when someone asks 'how to combine lexical and semantic retrieval', 'dense and sparse in one search?', 'how to combine multiple fields for retrieval?', 'payloads or sparse vectors for lexical?', 'which sparse embedding model to use?', 'BM25 vs SPLADE?'

Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded but search is bad'. Also use when optimizer status shows errors, segments won't merge, or indexing threshold questions arise.

Run quality gate checks on code changes with tech stack-aware reviewers

Analyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.

Rebase branch with intelligent conflict resolution and force push

Search memories and decisions to answer questions about past learnings, choices, and context

Rename multiple Google Drive files matching a pattern to follow a consistent naming convention.

Create a Google Drive folder structure and move files into the right locations.

Share a Google Drive folder and all its contents with a list of collaborators.

Feature engineering patterns with recipes, including imputation, encoding, normalization, interactions, and leakage control.

Generate all valid arrangements using backtracking with pruning. Use when solving permutations, combinations, subsets, N-queens, sudoku, or constraint satisfaction problems.

Guide for safe and effective code refactoring. Focuses on improving code structure without changing external behavior. Covers patterns like extraction, inlining, and naming improvements.

Format professional references properly and prepare reference materials

Pattern recognition across your product decisions. Analyzes saved strategy sessions to surface themes, recurring risks, and suggested next steps.

When evidence is missing, write a structured REFUSAL.md and stop. No override, no force-complete. Refusal is a feature.

Automates releases and package publishing with changesets or semantic-release. Handles versioning, changelog generation, git tags, and release notes. Use for "release automation", "semantic versioning", "package publishing", or "changelog generation".

Detect active repos by the owner not cloned locally and request confirmation before acting

How to conduct good research and write exploitable reports, whatever the format of the sources and of the final report

Use this when starting a new research project or managing a complex, multi-step research workflow.

Thorough multi-angle research exploration with evidence requirements and structured output

Helps transform a vague research interest into a concrete, tractable research question. Use when asked to refine a research idea, develop a research question, scope a research project, or figure out what to work on. Walks through systematic refinement with feasibility analysis.

Synthesize user research into themes, insights, and recommendations

Research topics via web search, synthesize detailed summaries with sources and screenshots

Search the web using Perplexity AI. Use when needing to search, look up, research, find current information, best practices, compare technologies, or answer factual questions about tools and libraries.

Ensure ATS-friendly formatting and create clean scannable layouts

Find opportunities to add metrics and estimate numbers when exact data unavailable

Track different resume versions, maintain master resume, manage tailored versions

Creating a handoff document that captures session state (completed work, decisions, open items, next steps) and delivering it via Plan Mode so the user gets the native 'clear context and continue implementing' resume option. Use when ending a session, when context grows large, or the user says 'handoff', 'save session', or 'context transfer'. Skip when context is minimal or work is fully complete with no resume planned.

Remove a tidbit from your terminal reference

Use when implementing client-server communication in Roblox, firing events between LocalScripts and Scripts, passing data across the network boundary, syncing game state, or defending against exploits that abuse RemoteEvents or RemoteFunctions.

Revert changes when implementation fails. Use for "rollback", "undo", "revert", "go back", "start over".

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

Analyze an enriched note and route to the best vault destination. Stage 3 of the processing pipeline.

Teaches route-based code splitting for single-page applications. Use when different routes load distinct feature sets and you want to avoid loading all route code upfront.

Apply ordered rules for string transformations like pig latin, atbash, or rot. Use when translating words with specific prefix/suffix rules and ordered predicate matching.

Use when working on Lightning Web Components — wire adapters, events, lifecycle, state, performance, testing.

Save current session progress and context to memory

Scan local repositories and compare with tracked repos

Automatically capture a screenshot when conversation context suggests one is needed.

Save work in progress with commit and push (no PR). Use this when the user wants to save progress, push a checkpoint, or back up current work without creating a pull request.

Quick search across Glean enterprise knowledge

Dependencies required for /secondo command

Structured multi-step reasoning with revision capability. For complex problems, root-cause investigation, ambiguous scope.

Track SERP feature changes. Use when: monitoring AI Overviews, featured snippets, PAA, knowledge panels, local packs.

Persist working context across sessions and context compaction events. Write checkpoints at session end, read at session start. Prevents re-orientation tax from context amnesia. Don't use when the session is short (fewer than 3 tasks), or for capturing learnings (use learning-capture instead).

Session wrap-up documentation.

Session context loading.

Install claude-pulse statusline for real-time token usage monitoring. Use when user says "/setup-pulse", "install statusline", "setup pulse".

Manage Storefront Next application configuration using config.server.ts, schema types, environment variables, and multi-site setup. Use when editing config.server.ts, adding PUBLIC__ environment variables, using useConfig or getConfig, or configuring multiple sites. NOT for initial project creation — see sfnext-project-setup.

Prepare and route a document for e-signature

Simulate revenue impact via Monte Carlo. Use when: testing channel mix changes, budget shifts, or new channel launches.

Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns

A clear description of what this skill does and when to use it. Include keywords that help agents identify when this skill is relevant (e.g., "Use when the user asks about X, Y, or Z").

Use when reviewing which QE skills are being used, finding undertriggering skills, or analyzing skill effectiveness. Shows usage patterns and recommendations.

Skill file structure, naming conventions, directory layout, frontmatter requirements, and invocation control. Use when creating skill files or slash commands to ensure correct format and validation.

Turn a repeatable workflow from the current session into a reusable OMC skill draft

Create beautiful code blocks with Shiki syntax highlighting. Use this skill for code snippets, line highlighting, and code groups.

Draw and annotate during Slidev presentations. Use this skill for live annotations, highlighting, and visual explanations.

Animate code transformations with Shiki Magic Move. Use this skill to create smooth morphing transitions between code states.

High-level entry point for Instagram and Meta public social data extraction when the user has not named a platform-specific workflow yet.

Issue Blaster solve command: analyze GitHub issue numbers and generate 2-4 solution plans using gh, rg, and repo-local research.

List SonarQube projects accessible to the current user

Provides insights and techniques from renowned songwriters across different genres to help users improve their own lyrical compositions.

Sonos control: search, queue, playlists, rooms/groups, volume, YouTube.

Manage agency SOPs. Use when: creating, assigning, versioning, or auditing standard operating procedures.

Choose the right sorting approach using Python's built-in Timsort, heapq, or custom strategies. Use when sorting arrays, finding top-k elements, or ordering by multiple keys.

Manages connected sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.

# Source Validation Skill

Create, amend, or backprop bugs into SPEC.md at repo root. Sole mutator of the project spec. Triggers when the user asks to write a spec, start a new spec, distill a spec from existing code, add invariants, amend sections (§G, §C, §I, §V, §T, §B), or record a bug via backprop. Common phrasings: "write the spec for...", "new spec", "bug: ...", "amend §V.3", "distill spec from code", "spec this idea". Reads and follows FORMAT.md for the caveman encoding rules and pipe-table shape of §T and §B.

Analyze specifications, plans, or feature descriptions for user flows, gaps, and missing requirements. Use before implementation begins.

Execute the implementation plan by processing and executing all tasks defined in tasks.md

Stage N2. Rapid classification bursts — sorting, tagging, filtering fragments. The workhorse stage at ~45% of cycle time. Most fragments die here.

This skill enables Claude to act as a world-class sponsorships and partnerships specialist. It should be used when a user needs to create, manage, or optimize a partnership strategy. Trigger keywords include sponsorship, partnership, collaboration, co-branding, and influencer marketing.

Spec-First Development with OpenSpec for Spring Boot. Align on specifications before implementation begins.

Get sprint information for a Jira board. Use when the user wants to find the current/active sprint, check sprint dates, or see sprint goals.

Squash commits on branch like GitHub PR squash merge

Squash all commits in a feature branch into a single commit with an AI-generated summary message. Use when the user wants to clean up their git history before merging, combine multiple commits, or create a single commit from a feature branch.

Upgrade deps/frameworks with breaking change analysis. Triggers on upgrade/update/migrate/modernize intent.

Create compelling progress updates and release notes. Use when shipping a new feature or need to communicate progress to stakeholders.

Generate a standup update from recent activity

Generate a daily standup summary showing what was done, what is planned, and any blockers. Use when the user wants a status update or progress report.

Starts working on a new feature branch using git-flow. This skill should be used when the user asks to "start a feature", "create feature branch", "begin new feature", "git flow feature start", or wants to start a new feature.

Start a GitHub issue end-to-end through PR: fetch, worktree, detect bug vs feature, implement with TDD, verify, submit. Trigger on 'start issue #N', 'work on this issue', '/start-issue', or when user provides a GitHub issue URL/number and asks to begin implementation.

Use when user says "let's get started", "where are we", or at beginning of a session. Reads project context from CLAUDE.md, checks git status and recent commits, and provides orientation for the session. Works across all repo types (code, research, mixed).

1. Requirement Gathering