context-detection
Automatically detect project tech stack, frameworks, and development context
playwright-best-practices
Playwright best practices including selectors, wait strategies, accessibility testing, responsive design, and flaky-test prevention. Use when writing or improving Playwright E2E tests.
go-error-handling
Go error handling patterns including wrapping, custom error types, errors.Is/As, and error conventions. Use when handling, creating, or checking errors in Go.
go-testing
Go testing best practices including table-driven tests, race detection, test coverage, and mocking strategies. Use when writing or reviewing Go tests.
graphql-mutations
GraphQL mutation design including payload patterns, field-specific errors, input objects, and HTTP semantics. Use when designing or implementing GraphQL mutations.
graphql-resolvers
GraphQL resolver patterns including dataloader for N+1 prevention, context propagation, authorization, error handling, and validation. Use when implementing GraphQL resolvers.
go-concurrency
Go concurrency patterns including goroutines, channels, context propagation, and sync primitives. Use when working with goroutines, channels, context.Context, or any concurrent Go code.
go-performance
Go performance optimizations including memory allocation reduction, efficient string building, I/O operations, and resource pooling. Use when optimizing Go code for speed or memory efficiency.
excel-export-validator
Validates Customer Feedback Analyzer Excel exports with 7 view sheets, 36 columns, and professional formatting. Use when checking Excel files, verifying export quality, debugging Excel generation issues, before releasing new versions, or when modifying Excel export code. Ensures zero errors in customer-facing deliverables.
skill-launcher
启动/重启 SkillLauncher 快捷启动器
log-viewer
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animation
Implement animations using the Motion library. Use when adding motion, transitions, gestures, scroll effects, or interactive animations to components. Triggered by implementation requests, not conceptual discussions.
criteria-test-loop
Drive coding by success criteria and tests; use for bugfixes, features with tests, and algorithmic changes. Emphasize naive-correct first, then optimize.
conceptual-reviewer
Review code for conceptual errors, wrong assumptions, edge cases, and overcomplication; use after medium/large changes or when risk is high.
assumption-clarifier
Identify hidden assumptions, contradictions, and missing info before coding; use when requirements are vague, ambiguous, or risky, and when a task needs clarification questions or explicit success criteria.
agent-coding-workflows
Choose and run the standard AI coding workflows by chaining the other skills; use when the user asks for a workflow or uses /flow, /workflow, /andrej, or /AndrejHide, and when the task type is standard change, algo/perf, or urgent bugfix.
plan-lite
Create a lightweight 3-5 step plan with risks and checkpoints; use when a task is non-trivial, has regression risk, or spans multiple files/systems.
minimal-diff-implementer
Implement the smallest safe change and avoid bloat; use for most coding tasks to prevent overengineering, unrelated edits, or destructive refactors.
cyberelements-image2article
Generate articles from images by analyzing workspace elements and writing tech-focused content for college students, new employees, and office workers about workspace setup and decoration. Use when user wants to generate an article from an image of desk/workspace setup, create content about workspace decoration and productivity tips, write tech- and art-style articles about office equipment and accessories, or provide workspace setup advice for students or new employees
article-title-generator
Generate engaging article titles for WeChat public accounts
easy-app-maker
一站式应用制作平台，专为非程序员设计。支持创建 Web 应用、H5 页面、智能文档、聊天机器人和内容创作工具。通过简单对话即可生成完整的、可运行的应用代码。Use when user wants to create applications without coding, needs quick prototypes, or wants to automate content/document generation.
chore
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advisor-collaboration
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frontend
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omcc-workflow
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librarian
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looker
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pglr
Secure PostgreSQL CLI for AI agents. Query databases, list tables, describe schemas without handling credentials. Use when tasks involve database queries, data exploration, or schema inspection.
update-ui-inventory
Update the UI component inventory and documentation when components are added or removed. Use when adding new components, after code reviews flag inventory mismatches, or periodically to ensure docs match reality.
wren-optimize
Sit with your pages and kindly point out what makes them invisible. The wren hops along every crack, finds every gap in your meta tags, OpenGraph, structured data, and sitemaps, and shows you exactly how to be found. Use when your site needs to be discoverable by search engines and social previews.
walking-through-the-grove
Find the right Grove-themed name for a new service or feature. Use when naming anything new in the Grove ecosystem. Involves reading the naming philosophy, creating a visualization scratchpad, and walking through the forest metaphor to find where the concept naturally fits.
vulture-sweep
Circle high above the issue board, spotting what's dead (implemented but not closed), what's decaying (stale/outdated), and what needs consolidation. The vulture descends, cleans up the carcass, and leaves the backlog healthy. Use when your issue board needs hygiene—closing completed work, consolidating fragments, and removing decay.
uv-package-manager
Manage Python projects and dependencies using UV, the ultra-fast Rust-based package manager. Use when creating Python projects, managing dependencies, or running Python scripts.
update-waystone-inventory
Update the waystone (contextual help marker) inventory when waystones are added or removed. Use when adding new waystones, after code reviews flag inventory mismatches, or periodically to ensure docs match reality.
update-reverie-inventory
Update the Reverie domain schema inventory when schemas are added or removed. Use when adding new domains, after CI flags inventory mismatches, or periodically to ensure docs match the registry.
update-graft-inventory
Update the graft (feature flag) inventory when flags are added or removed. Use when adding new grafts via migrations, after CI flags inventory mismatches, or periodically to ensure docs match production D1.
turtle-harden
Harden code with patient, layered defense. The turtle carries its shell — bone-deep protection grown from within, not strapped on. Use when building new features to ensure they're secure by design, or when auditing existing code for deep vulnerabilities that slip through standard reviews.
swan-design
Craft elegant technical specifications with ASCII artistry, flow diagrams, and the Grove voice. The swan glides with purpose—vision first, then form, then perfection. Use when creating specs, reviewing documents, or transforming technical plans into storybook entries.
svelte5-development
Build web applications with Svelte 5 runes, SvelteKit routing, form actions, and component patterns. Use when working with Svelte, SvelteKit, or building reactive web interfaces.
starling-watch
Sense the murmuration — what's shifting in indie web, queer tech, and creator tools. The starling watches community conversations, competitor moves, and emerging trends, then brings back the patterns that matter for Grove. Use when you need landscape awareness, content inspiration, or strategic direction.
squirrel-plan
Gather your stories and stash them at the right moments. The squirrel takes firefly output, upcoming releases, and seasonal hooks, then builds a content calendar you can actually follow. Use when you need a posting plan, content rhythm, or want to stop staring at blank screens.
bear-migrate
Move mountains with patient strength. Wake from hibernation, gather what must move, carry it carefully, hibernate to verify, and wake again to confirm. Use when migrating anything — data, components, icons, documents, formats, or systems.
baseproject-update
Update an existing BaseProject installation by syncing skills, docs, and AGENT.md from the latest upstream. Use when you want to pull the newest BaseProject templates, skills, and guides into your project.
badger-triage
Organize the hive that Bee collected. The badger methodically sorts issues into project columns, assigns sizes and priorities, moves work from backlog to ready, and plans milestones. Use when you need to triage your GitHub project board, size issues, set priorities, or plan timelines.
gathering-security
The drum sounds. Spider, Raccoon, and Turtle gather for complete security work. Use when implementing auth, auditing security, or hardening code end-to-end.
grove-account-deletion
Delete a Grove tenant account via wrangler D1 commands. Use when the user wants to remove a test account, clean up after a walkthrough, or fully delete a user's data. Handles D1 CASCADE cleanup, R2 media purge, and Heartwood session invalidation.
groundhog-surface
Surface and validate assumptions before committing to action. Pop up, look around, report what's real and what's assumed, then persist the validated ground for future sessions.
goose-migrate
Turn a complex GitHub issue board into warm, readable Todoist tasks.
go-testing
Write and run Go tests using the built-in testing package with table-driven tests, subtests, and mocking via interfaces. Use when writing Go tests or setting up test infrastructure.
git-workflows
Execute git and GitHub operations with Conventional Commits and agent-safe defaults. Use raw git/gh directly. Use gw only for worktree lifecycle (create/finish). Use when making commits, managing branches, working with PRs/issues, or performing any version control operations.
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