Deep-dive into a topic using your arsenal evidence, with persona-driven probing questions and concept mapping

RICE, MoSCoW, Kano, and value-effort prioritization frameworks with scoring methodologies and decision documentation. Use when prioritizing features, evaluating competing initiatives, creating roadmaps, or making build vs defer decisions.

Discover and load skills on demand from /mnt/skills/user/. Use when you need a capability but don't know which skill provides it, when the boot-emitted skill list is names-only and you need a full description, or when you want to list the catalog. Verbs are list (names only), search (rank by name/description match against a query), and show (emit the full SKILL.md for a named skill).

Algorithmic decision tree for when to follow plan exactly vs when to report BLOCKED - prevents scope creep and unauthorized deviations

Use when implementing on-device AI with Apple's Foundation Models framework (iOS 26+), building summarization/extraction/classification features, or using @Generable for type-safe structured output.

Controls the Ghostty terminal emulator via CLI actions and configuration. Use when managing Ghostty windows, fonts, themes, keybinds, config validation, or debugging terminal configuration. Use for ghostty CLI, terminal config, theme selection, font management.

Manage GitLab runner controllers and authentication tokens. Create, inspect, update, delete controllers; manage scopes; and generate, rotate, and revoke tokens. Admin-only experimental feature for managing runner controller lifecycle. Triggers on runner controller, controller token, controller scope, experimental runner, admin runner.

Use when creating Go packages, organizing imports, managing dependencies, or deciding how to structure Go code into packages. Also use when starting a new Go project or splitting a growing codebase into packages, even if the user doesn't explicitly ask about package organization. Does not cover naming individual identifiers (see go-naming).

Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.

Load groove workflow context into the conversation. Run at the start of every session.

Build Gradio web UIs and demos in Python. Use when creating or editing Gradio apps, components, event listeners, layouts, or chatbots.

Use when starting a new product development project that needs traceable evidence and explicit decisions. Creates workspace structure from a project brief.

Facilitates and documents a team retrospective capturing what went well, what to improve, and action items. Use at the end of sprints, projects, or milestones to reflect and improve team practices.

Generate smart standup reports from Jira activity and git history. This skill should be used when users want to prepare for daily standups, generate activity reports, or summarize recent work across Jira tickets and git commits.

Manages user preferences and learned knowledge with confidence scoring

Removes platform-specific artifacts from Replit, StackBlitz, CodeSandbox, Glitch. Use when preparing exported projects for production.

Upgrades npm/yarn/pnpm dependencies with breaking change handling. Use when updating JavaScript/TypeScript dependencies.

Serve every marimo notebook in a project directory under one ASGI host with auto-discovery. Use when the user wants to browse multiple marimo apps at once (localhost, LAN, or tailnet) instead of running `marimo run` per file. Handles expose-on-tailnet via `tailscale serve`.

Use this skill when users need to calculate market size (TAM/SAM/SOM), assess market opportunity, validate market potential, or determine if a market is big enough to pursue. Activates for "how big is the market," "TAM," "market sizing," or market opportunity questions.

Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.

Control Home Assistant smart home devices, lights, scenes, and automations via moltbot-ha CLI with configurable safety confirmations.

Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

Sync files between Clawdbot workspace and Obsidian. Run the sync server to enable two-way file synchronization with the OpenClaw Obsidian plugin.

Search Open Targets drug-disease associations with natural language queries. Target validation powered by Valyu semantic search.

Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.

Apply a focused change using a compressed delta workflow. Reads project context (specs, designs, decisions), plans inline via plan mode, implements, and reconciles feature documentation in a single session without creating intermediate delta files.

Quick reference for Phoenix and Elixir development patterns. For comprehensive documentation, see REFERENCE.md.

A senior, governance-backed PHP full-stack delivery OS for OpenClaw. Emphasizes pre-flight analysis, safe data changes, explicit contracts, and reproducible verification.

Pinia state management for JARVIS system state

Browser automation for web tasks. Use when the user needs to automate browser interactions, take screenshots, extract data from websites, fill forms, or perform web scraping. Supports persistent sessions for logged-in state.

Track a SINGLE running parent issue, epic, project, or label commit-by-commit — a focused phase ledger of which child issues are done, in progress, and next, with each child's shipping commit aligned to its phase. Use whenever the user is working a parent/epic/project and asks "where am I on this", "what's left on <ID>", "show progress on this epic", "what's next here", "pick up where I left off", "resume <ID>", or wants commits mapped to phases — or asks about a cross-cutting workstream sharing a label ("where are we on all the pm-spec work?", "progress on everything labeled X") via `tree label:<name>`. Also use to re-orient when resuming work on a tracked parent in a fresh session. This is DEPTH on one parent (or label set) — distinct from pm-status (whole-backlog breadth) and pm-report (stakeholder documents). When the user names or implies a specific parent/epic/project/label and wants its internal progress, prefer pm-ledger even if they say the word "status".

Work on a spec as a grounded decision ledger — capture decisions from notes or a blank start, drive open decisions to closure one at a time (grounding each against the real code), and watch for drift as the code changes. Use when the user says "work on a spec", "capture this decision", "drive the spec decisions", "ground this spec", "what's still open on the spec", "is the spec still true", "/pm-spec". This is the UPSTREAM of pm-projects / pm-issues — capture and ground decisions locally, publish to Linear for the comment-resolution alignment cycle, then decompose to tracked issues.

ALWAYS USE THIS SKILL for PolicyEngine microsimulation, population-level analysis, winners/losers calculations. Triggers: microsimulation, share who would lose/gain, policy impact, national average, weighted analysis, cost, revenue impact, budgetary, estimate the cost, federal revenues, tax revenue, budget score, how much would it cost, how much would the policy cost, total cost of, aggregate impact, cost to the government, revenue loss, fiscal impact, poverty impact, child poverty, deep poverty, poverty rate, poverty reduction, how many people lifted out of poverty, SPM poverty, distributional impact, state tax, state-level, California, New York, UBI, universal basic income, flat tax, standard deduction, winners and losers, winners, losers, inequality, Gini, decile, SALT, marginal tax rate, effective tax rate. NOT for single-household calculations like "what would my benefit be" - use policyengine-us or policyengine-uk for those. Use this skill's code pattern; explore codebase for parameter paths if needed.

Build products customers actually want. Apply Marty Cagan's Silicon Valley-tested framework to discover solutions that are valuable, usable, feasible, and viable. Use when: **New product development** when validating what to build; **Feature prioritization** to ensure you're solving real problems; **Pivot decisions** when current direction isn't working; **Team alignment** on what problems to solve; **Risk reduction** before committing development resources

Automate Pulumi provider repo upgrades with the `upgrade-provider` tool. Use when upgrading a pulumi provider repository to a new upstream version, running `upgrade-provider`, and addressing its common failure modes like patch conflicts or missing module mappings.

BufferGeometry creation, built-in geometries, custom geometry with buffer attributes, instanced meshes for rendering thousands of objects, and geometry manipulation. Use when creating custom shapes, optimizing with instancing, or working with vertex data directly.

This skill should be used when the user asks about "migrations", "database schema", "create_table", "add_column", "remove_column", "add_index", "foreign keys", "db:migrate", "db:rollback", "schema.rb", "change_column", "reversible", "references", "timestamps", or needs guidance on modifying database structure in Rails applications.

RTKBase changes since training cutoff (latest: 2.7.0) — str2str service chain, settings.conf structure, F9P/Mosaic-X5/UM980 receivers, install.sh flags, systemd units. Load before working with RTKBase.

Install and configure Ghostty terminal on macOS with Nerd Font, optimized keybindings, and split pane support. Use this skill when the user mentions setting up ghostty, configuring ghostty, installing ghostty, ghostty setup, ghostty config, or wants to set up their terminal on a new machine.

Install and configure tmux on macOS with an optimized config, Dracula theme, TPM plugin manager, and vim-style keybindings. Use this skill when the user mentions setting up tmux, configuring tmux, installing tmux on Mac, tmux setup, tmux configuration, or wants to replicate their tmux environment on a new machine.

Install Neovim with kickstart.nvim (the community-maintained starter config) — full IDE setup with LSP, Telescope, Treesitter, autocompletion. Optional classic Vim fallback with vim-plug. Use this skill when the user mentions setting up vim, neovim, nvim, configuring vim, vim setup, editor setup, or wants Neovim on a new machine.

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Foundational skill-authoring knowledge to use alongside the skill-creator skill. You MUST always load this skill before loading the skill-creator skill, when creating or updating skills.

This skill should be used when the user asks to 'verify sources', 'check citations', 'fact-check footnotes', 'verify quotes', 'source check', 'are my cites real', 'check for hallucinated citations', or needs to verify that citations in a legal/academic manuscript actually exist and are accurate. Also use when the user wants to check that quoted text actually appears in the cited source.

Software Requirements Specification documentation following IEEE 830 standard. Use when generating formal SRS documents or compiling gathered requirements into structured documentation.

Live requirements capture session with a client — interview, generate visual mockups and diagrams to confirm understanding, then produce or update a structured PRD. Use when a BA or product owner wants to run a requirements session, capture client needs visually, create a PRD from a client conversation, or update an existing PRD with new requirements. Works for any application type, first sessions and follow-ups.

Manage thoughts directory operations including initialization and metadata generation. Use when initializing a new project's thoughts/ structure or when gathering git metadata for document frontmatter.

Control timeBuzzer hardware LED via MIDI — set color, effects (pulse, strobe, rainbow, fade), and semantic status signals. Use when the user asks to change the buzzer LED color, signal status through the buzzer, or sync the buzzer with other lighting.

Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

Tokio changes since training cutoff (latest: 1.50.0 / tokio-util 0.7.18) — SetOnce, JoinMap, JoinQueue, cooperative scheduling, biased join. Load before working with Tokio.

Use this skill when type checking Python code or setting up type checking with ty. Activates on mentions of ty, ty check, ty server, Python type checking, type checker, mypy replacement, pyright replacement, type annotations, type errors, type ignore, Python types, LSP, language server, or Python static analysis.

Interact with Uptime Kuma monitoring server. Use for checking monitor status, adding/removing monitors, pausing/resuming checks, viewing heartbeat history. Triggers on mentions of Uptime Kuma, server monitoring, uptime checks, or service health monitoring.

Create and manage documentation pages on the Weslink KibiConnect Wiki. Use when asked to write wiki pages, update documentation, or manage the KibiConnect handbook.

Best-price meta-aggregator: same-chain swaps plus cross-chain bridging on 14 EVM chains. Use when swapping or bridging tokens by symbol on EVM (e.g. swap USDC to WETH on Arbitrum, bridge USDC Arbitrum to Base, best price ETH→ARB).

X/Twitter research via Composio — search, threads, profiles, watchlists

Analyze repositories to reveal unseen patterns, strategic drift, and organizational health. Use when assessing repository coherence, diagnosing project issues, identifying documentation inflation, or understanding why a codebase feels misaligned with its stated goals.

Maintain skills wiki health - check links, naming, cross-references, and coverage

Executes multi-step workflows by chaining Betty Framework skills.

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AI Strategy - natural language to trades

Configure Akka.NET with .NET Aspire for local development and production deployments. Covers actor system setup, clustering, persistence, Akka.Management integration, and Aspire orchestration patterns.

Implement routing in Angular v20+ applications with lazy loading, functional guards, resolvers, and route parameters. Use for navigation setup, protected routes, route-based data loading, and nested routing. Triggers on route configuration, adding authentication guards, implementing lazy loading, or reading route parameters with signals.

Deep competitive intelligence combining web scraping, LinkedIn data, social media monitoring, leadership analysis, GitHub activity, Glassdoor sentiment, and community insights. Analyzes founders/C-level profiles, tracks real-time signals vs quarterly reports, and creates comprehensive competitor profiles. Use when asked to analyze competitors, research leadership teams, investigate market positioning, compare products/pricing, assess strategic threats, or gather intelligence on founders and key executives.

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

Use when turning repeated manual operations into safer, observable, reusable automation loops. Triggers:

// Program.cs

Blue Ocean Strategy analysis using ERRC framework and Strategy Canvas. Use when: blue ocean, market differentiation, competitive strategy, value innovation, ERRC framework, strategy canvas, new market space, competitive analysis.

Distill any intent input into the SPEC kernel + companions — the canonical, preservation-validated machine contract for downstream work. Use when the user says "create a spec", "distill this into a spec", "validate this spec", or "update the spec".

Use when implementing clean architecture (routes/controllers/services/repositories), establishing camelCase conventions, designing Prisma schemas, or planning structured workflows for Bun.js applications. See bunjs for basics, bunjs-production for deployment.

Commit, push, and open a PR with an adaptive, value-first description that scales in depth with the change. Use when the user says "commit and PR", "ship this", "create a PR", or "open a pull request". Also handles description-only flows ("write a PR description", "rewrite the PR body", "describe this PR") without committing or pushing.

Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting session data.

Accept, send, and manage ckBTC (chain-key Bitcoin). Covers BTC deposit flow via minter, ckBTC transfers, withdrawal to BTC, subaccount derivation, and UTXO management. Use when integrating Bitcoin, ckBTC, BTC deposits, or BTC withdrawals in a canister. Do NOT use for plain token transfers without BTC minting/withdrawal — use icrc-ledger instead.

Use when explaining code, concepts, or system behavior to a specific audience level - provides a structured explanation workflow with depth control and validation steps.

Safe commit workflow with multi-contributor awareness and structured message format.

Use when building conformance tests from specs, contracts, examples, or compatibility matrices. Triggers:

Create a release checklist and GitHub issue for an R package. Use when the user asks to "create a release checklist" or "start a release" for an R package.

Optimize PostgreSQL/SQLite query performance for Rails. Use when the user asks about EXPLAIN ANALYZE, slow queries, missing indexes (composite/partial/expression/covering/GIN/GiST/BRIN), N+1 detection, eager loading, or ActiveRecord batch processing.

Help users identify and escape psychological traps that are holding them back. Use when user feels stuck, unable to progress, facing a deadlock, or experiencing decision paralysis. Provide diagnostic frameworks and specific strategies to help users understand which trap pattern they're in and find a path forward.

IDE setup, dev containers, and local development tools

Send messages, reply to messages, and search message history in Discord channels using the message tool. Use when the user wants to communicate with Discord (send/reply/search messages), check Discord activity, or interact with Discord channels.

Use this skill when users need to make early hires, build their founding team, determine compensation/equity, decide who to hire first, or scale from founders to first employees. Activates for "who should I hire first," "early hiring," "equity for employees," or team building questions.

Analyze earnings call transcripts to extract key insights about future guidance, strategic priorities, management commentary, and market signals.

Use eBPF for deep kernel-level observability — trace syscalls, network flows, and application behavior without code changes using Cilium, Tetragon, and bpftrace.

Help users build strong engineering culture. Use when someone is improving developer experience, fostering technical excellence, designing engineering practices, or scaling an engineering organization.

Create hand-drawn style diagrams and flowcharts using Excalidraw

Expert guidance for ffuf web fuzzing during authorized penetration testing. Covers directory discovery, subdomain enumeration, parameter fuzzing, authenticated fuzzing with raw requests, auto-calibration, and result analysis. Use when running ffuf scans, analyzing ffuf output, or building fuzzing strategies for web targets.

Advanced filesystem operations - listing, searching, batch processing, and directory analysis for Clawdbot

Use this skill when users need to create, generate, or validate Salesforce Custom Field metadata. Trigger when users mention custom fields, field types, Roll-up Summary fields, Master-Detail relationships, Lookup relationships, formula fields, picklists, or field metadata. Also use when users encounter field deployment errors, especially around Roll-up Summary format, Master-Detail constraints, or formula issues. Always use this skill for any custom field metadata work, field generation, or field troubleshooting.

Safely analyzes and cleans up local git branches and worktrees by categorizing them as merged, squash-merged, superseded, or active work.

Create semantic version releases with automated changelog generation from conventional commits. This skill should be used when users want to create a release, tag a version, generate a changelog, bump version numbers, or publish a GitHub release.

GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.