Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports anthropic/@anthropic-ai/sdk; user asks for…
Reference mapping between Oh My Posh Go segment source code and MDX documentation. Use when creating, updating, or auditing segment documentation, or when reading segment Go code and needing to understand how code constructs map to user-facing options, template properties, and type representations in docs.
A logical analysis and reasoning tool for AI. Use when decomposing documents into structured knowledge, querying entities and relations, validating consistency, or indexing files. Trigger on "remember", "what do I know about", "link X to Y", "show dependencies", "analyze this document", entity CRUD, or cross-skill…
Verify or reproduce visible product behavior by driving the real UI with pi-computer-use's checked tools, requiring verified expect postconditions and durable state evidence for meaningful UI flows. Use when triage needs visual reproduction, implementation needs behavioral proof, review needs interactive confirmation…
Turn a product or marketing URL, pasted script, or brief into a product launch / promo video — SaaS promos, feature reveals, product demos, app and company launches. Use when the user wants to market, launch, promote, or reveal a product; the default for any commercial URL. Site tours / showcases of a website route…
Fan out a batch of autopilot-queued issues to parallel background worktree subagents — each runs /autopilot at the build model from its 'model:' label — with a gating review at Opus 5 or above and never below the build (Opus reviews Sonnet and Opus builds, Fable reviews Fable builds).
End-user browser automation with cmux. Use when you need to open sites, inspect or interact with browser surfaces, wait for page state, and extract data without stealing focus.
Native Neovim config idioms and conventions — use whenever writing, reviewing, or modifying any Neovim configuration that uses Neovim's built-in conventions WITHOUT a plugin manager framework (no lazy.nvim, packer, etc.). Covers directory structure, vim.pack plugin management, lsp/ auto-discovery, plugin/ loading…
Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with MongoDB databases, designing schemas, writing queries, optimizing performance, configuring deployments…
Plan a new objective end-to-end in this repo's docs/mbo Management-By-Objective system — turn a GitHub issue or a gss draft-PR worktree into consistent design/spec/plan artifacts and track it in docs/mbo/index.md. Use this whenever the user wants to START planning or designing a new feature, skill, CLI, or service…
Standalone code review for any scope — PR number, branch, file paths, or current changes. Synthesizes intent, runs 11 parallel specialized agents, and presents actionable findings with a verdict. For PR scope, optionally posts the review to GitHub with inline comments.
Principles for writing, changing, and testing code, covering readability at every scale, abstraction and naming, interfaces, comments and documentation, tests as maintained code, and standards of evidence for claims about code behavior.
Write or revise text in Nithin Bekal's voice: Slack messages, PR descriptions, docs, emails, review comments, and technical notes. Use for practical, concise, low-drama writing grounded in concrete details.
Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries. Use when automating lab data with benchling-sdk or the v2 API.
Reference for the workmux CLI that manages git worktrees and tmux windows as isolated development environments. Use when the user mentions workmux, worktrees, or parallel agent workflows.
Cut AI tells from writing. Use on every piece of prose written or edited: docs, READMEs, comments, commit messages, PR and issue text, release notes, posts, emails, and any chat reply longer than a few lines.
Prepare a source-read-only daily engineering brief with GitHub pull requests, today's Google Calendar agenda, current-quarter Transport planning links, incident.io on-call and incident context, previous-working-day activity, and cross-org signals. Use for morning check-ins, daily planning, or an engineering omni-view.
Foundational quality framework: the five questions (readable, easy to start, expands without bloat, consistent, intentional) every other dev skill is judged against, plus the dual-audience and workshop principles. Use when onboarding to a project, defining a quality bar, setting an assessment checklist, or arbitrating…
Manage the user's durable dev sessions — zellij sessions on remote hosts (bonbon, taffy) reached over mosh, plus the local host's (trifle) own detached zellij sessions, surfaced as cmux tabs via ssh::durable / zellij::resume. Load when the user wants to rebuild/resurrect lost cmux durable surfaces after a cmux restart…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: