Install and configure Swift programming language on Debian Linux for server-side development. Use when building Swift applications on Linux or setting up a Swift development environment.

Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for REX or Concept mode talks. Use when starting a new talk pipeline, resuming a pipeline from a specific stage, or running the full end-to-end preparation workflow.

Performs git archaeology, changelog analysis, and builds a verified factual timeline by cross-referencing git history with source material. REX mode only (skipped automatically in Concept mode). Use when building a REX talk and you need verified commit metrics, release timelines, and contributor data from a git repository.

Builds a numbered, categorized concept catalogue from the talk summary and timeline, scoring each concept HIGH / MEDIUM / LOW for talk potential with optional repo enrichment. Use when you need a structured inventory of concepts before choosing a talk angle, or when assessing which ideas have the strongest presentation potential.

Produces revision sheets with quick navigation by act, a master concept-to-URL table, Q&A cheat-sheet with 6-10 anticipated questions, glossary, and external resources list. Use when preparing for a talk with Q&A, creating shareable reference material for attendees, or building a safety-net glossary for live delivery.

GitHub organization team command center -- create and manage teams, add and remove members, handle member onboarding and offboarding workflows, synchronize access across repos, and report on team composition and permissions.

Orient a new team member to their environment through the TeamCraft lens. Reads GitLab repos, active milestones, open issues, and Google Drive project artifacts — then presents the current state and explains how TeamCraft applies to their role. Advisory only. Never starts work.

Sync advisor after a GitLab MR has been merged. Confirms the issue is closed in GitLab, cleans up stale labels, syncs local git state, and guides the developer through each step with explicit approval. Use when an MR was just merged, saying "just merged", needing post-merge cleanup, or when the GitLab issue is still open after merge. Also run when the local branch is stale after a merge, or when asking "what do I do after merge".

Orient a new team member to their environment through the TeamCraft lens. Reads Jira projects, GitHub repos, open issues, and Confluence project artifacts — then presents the current state and explains how TeamCraft applies to their role. Advisory only. Never starts work.

Diagnostic tool — tests whether Claude has absorbed this project's conventions, decisions, and constraints from .claude/rules/ and CLAUDE.md, and reports the certification status of the captured-knowledge docs. Use when the user says 'quiz yourself on the project rules', 'check project context', 'verify the project setup', 'did you absorb the rules', or 'pop quiz'. This is specifically for testing rule absorption, not for general questions about the codebase.

Run a retrospective — AI compiles evidence from recent work, facilitates human reflection, and captures process decisions back into living docs. Use when the user says 'run a retro', 'let's do a retrospective', 'run a retrospective on the last 2 weeks', 'let's reflect on how that feature went', or 'time for a retro'.

Install the terminator kill hooks into the current project. Installs single-kill.sh and/or double-kill.sh as Stop hooks, each bound to a non-obvious phrase, merging into .claude/settings.local.json without clobbering existing hooks. Use when the user asks to "install terminator", "set up the kill hooks", "add single kill", "add double kill", or "enable session termination".

Systematically gather, score, and format client testimonials. Use when someone needs social proof, wants to collect feedback, needs to turn happy clients into public advocates, or asks for help requesting or drafting a testimonial.

Migrate tasks from Things 3 to Todoist with duplicate detection and merge support. Use when the user asks to migrate, export, sync, or move tasks from Things to Todoist.

Use when a search or investigation could run indefinitely and you need a stopping rule. Set an explicit "good enough" threshold and stop at the first option that clears it.

Use when you need a number you can't measure and can't look up. Decompose the unknown into estimable factors and multiply for an order-of-magnitude answer. Don't Fermi a lookup-able value.

Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.

Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.

Query tidyverse package documentation (dplyr, ggplot2, tidyr, purrr, readr, stringr, forcats, tibble, lubridate). Use this skill proactively when the conversation involves: - tidyverse packages or pipe workflows (%>%, |>) - dplyr verbs (filter, mutate, summarise, group_by, join) - ggplot2 plotting (geom_, aes, theme, scale_) - tidyr reshaping (pivot_longer, pivot_wider, nest, unnest) - purrr functional programming (map, walk, reduce) - readr/readxl data import - stringr string manipulation - lubridate date/time handling

Captures learnings from any session — coding, research, or a /learn conversation — into an engaging TIL note in the Obsidian vault. Make sure to use this skill whenever the user runs /til, says "save what I learned", "create a TIL", "document this session", "write up what we built", or reaches the end of any learning or coding session where new things were learned. Also triggers at the end of a /learn session when the user says "done". Writes like telling a story to a friend — not a dry report.

This skill should be used when working with tmux terminal multiplexer for session management, window navigation, pane control, or creating tmux-based workflows for reviewing multiple files. Use when users need help with tmux commands, keybindings, session/window/pane operations, or custom tmux configurations.

Advanced concurrency patterns for Tokio including fan-out/fan-in, pipeline processing, rate limiting, and coordinated shutdown. Use when building high-concurrency async systems.

Network programming patterns with Hyper, Tonic, and Tower. Use when building HTTP services, gRPC applications, implementing middleware, connection pooling, or health checks.

Ecology, biodiversity, and conservation biology research — species identification (GBIF, NCBI Taxonomy), invasive species impact, ecosystem dynamics, conservation status (IUCN), niche ecology. Use for biodiversity questions, species comparison, invasion biology, conservation prioritization, and ecology-related literature search.

Interpret hits from CRISPR-KO/CRISPRi/shRNA screens by integrating DepMap essentiality, gnomAD constraint scores, pathway context (Reactome, STRING), druggability (DGIdb), and clinical evidence (CIViC, COSMIC). Use for screen-hit prioritization, essentiality ranking, and turning a list of screen hits into a prioritized target shortlist.

Post-translational modification (PTM) analysis — phosphorylation, ubiquitination, acetylation, glycosylation, methylation. Uses iPTMnet (sites + enzymes), ProtVar (functional consequences), UniProt (baseline), STRING, ELM (linear motifs), MassIVE/ProteomeXchange (experimental). Use for PTM site annotation, kinase-substrate identification, and PTM-disease associations.

Provides AI agents with authoritative knowledge on modern software development, emerging technologies, AI, AI systems, and applied engineering practices.

Traffic analysis and PCAP forensics playbook. Use when analyzing network captures including Wireshark filters, protocol analysis (HTTP/DNS/FTP/SMTP/USB/WiFi), data extraction, covert channel detection, PCAP repair, TLS decryption, and tshark command-line analysis.

Diagnoses and resolves Amazon EFS issues including mount failures, NFS timeouts, permission errors, throughput problems, and burst credit exhaustion. Use when the user has an EFS file system that is not mounting, returning errors, performing slowly, or showing access denied.

PHP type juggling and weak comparison (`==`) bypass. Use when authentication, HMAC/signature checks, or token validation uses loose equality, numeric coercion, or hash comparisons without strict types — common in legacy PHP and CTF-style code paths.

Migrates TypeScript projects to strict mode incrementally with type guards, utility types, and best practices. Use when users request "TypeScript strict", "strict mode migration", "type safety", "strict TypeScript", or "ts-strict".

Use umb-input-manifest to pick registered extensions in Umbraco backoffice

Add or revise entries in a Keep-a-Changelog-format changelog.md, including version bumps and change-type groupings. Use when the user says 'update the changelog', 'log this change', 'bump the changelog', or after a notable edit in a skill or project that has a changelog.md.

Use ATM as the out-of-session substrate: spawn Claude/Codex panes running /rpi and /evolve over a bead queue, then tend the swarm to convergence.

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Rails-AI introduction - explains how rails-ai (Rails domain layer) integrates with superpowers (universal workflows) for Rails development

Validate .things/ integrity - git health, registry consistency, collection structure, and orphan detection. Use when user says 'validate things', 'check things health', 'are my things okay'.

Use to validate spectacular environment - checks superpowers plugin, git-spice, git repo, and project structure before running spectacular workflows

Enforce evidence-based completion: no success, done, fixed, or passing claim may be made without first running the verification command and reading its full output. Use when about to claim work is complete, a bug is fixed, tests pass, a build succeeds, or before committing, pushing, or opening a PR.

REQUIRED for all skill development. Automatically version control every skill file modification for rollback/comparison. Use after init_skill.sh, after every str_replace/create_file, and before packaging.

Apply when deciding where and how a VTEX IO app should store and read data. Covers when to use app settings, configuration apps, Master Data, VBase, VTEX core APIs, or external stores, and how to avoid duplicating sources of truth or abusing configuration stores for operational data. Use for new data flows, caching decisions, refactors, or reviewing suspicious storage and access patterns in VTEX IO apps.

Apply when deciding whether and how VTEX IO apps should use Master Data v2 for custom data. Covers entity boundaries, schema lifecycle, indexing strategy, and when Master Data is the right storage mechanism versus another data approach. Use for reviews, wishlists, forms, or other custom data modeling decisions in VTEX IO apps.

Provide yoga anatomy expertise — biomechanics, contraindications, modifications, and anatomical rationale behind postures. Use when a teacher needs safety guidance or modification options for poses.

Craft yoga teaching narratives, verbal cues, and thematic arcs that connect poses to meaningful intention. Use when developing the storytelling layer of a yoga class.

Extract transcripts and metadata from YouTube videos

Use when generating/managing the offline root signing key or signing & publishing Zamok product keysets from the terminal (the Swift CLI; the ZamokApp GUI is the co-equal interface). Triggers — "generate root key", "rotate root", "publish keyset", "sign keyset", "escrow root key", "zamokctl", "trusted-roots.json", Tish/Zamok license signature setup.

Guide for Zig memory management and allocators. Use when choosing allocators, managing memory lifecycle, debugging leaks, or understanding arena vs page vs fixed-buffer allocation patterns.

This skill should be used when the user asks to "check code quality", "analyze code metrics", "find dead code", "check style compliance", "measure complexity", "find unused imports", "check type hints", "run linting", "PEP8 compliance", or mentions code quality analysis.

This skill should be used when the user asks to "analyze a large log", "summarize a big file", "read the whole repository", "process long tool output", "avoid context window overflow", "use sub-agents for preprocessing", "add evidence with line numbers", "verify claims with locators", or mentions "TaskSpec", "SubResult", "Evidence Contract", "Context Firewall", "Map-Reduce", "FileWorker", "Aggregator", "Critic".

INVOKE THIS SKILL when building ANY Deep Agents application. Covers create_deep_agent(), harness architecture, SKILL.md format, and configuration options.

This skill should be used when the user asks to "create a commit", "write commit message", "create a pull request", "generate changelog", "manage branches", "git workflow", "merge strategy", "PR description", or mentions git operations and version control workflows.

Build and maintain a database of backlink opportunities (directories, guest posts, forums) using the MyBacklinks CLI.

Systematically trace bugs backward through call stack to find original trigger

Systematically trace bugs backward through call stack to find original trigger

Understand how ideas evolved over time to find old solutions for new problems and avoid repeating past failures

Provides information about the bitwize-music plugin, its version, and its creator. Use when the user asks about the plugin, its purpose, version, or capabilities.

Use when validating that implementation meets specification requirements — applies acceptance-driven backpressure with behavioral validation gates that prevent completion claims without passing tests. Triggers: spec-to-code validation, feature completion verification, pre-merge acceptance gate, release readiness check.

Patterns for building accessible web applications following WCAG guidelines

Use this skill when the user needs to set up bookkeeping, track revenue and expenses, prepare for taxes, choose accounting software, understand SaaS revenue recognition, or manage the financial operations of their bootstrapped business. Covers bookkeeping setup, tax preparation, accounting tools, and financial hygiene for solo founders.

A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder, business analyst, project manager, web developer, data analyst, and NAS metadata scraper. It intelligently discovers free resources, adapts to user context, and ensures reliable, proven guidance across multiple domains.

Add a new delta on-the-go without full upfront planning

Adaptive trial designs in R, including platform, basket, MAMS, response-adaptive, and interim decision methods.

Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode

Expert at analyzing documentation quality, coverage, and completeness. Auto-invokes when evaluating documentation health, checking documentation coverage, auditing existing docs, assessing documentation quality metrics, or analyzing how well code is documented. Provides frameworks for measuring documentation effectiveness.

NgRx SignalStore best practices for Angular. Covers shared state, computed state, entity management, and RxJS integration with rxMethod. Activates when working with @ngrx/signals and @ngrx/signals/entities. Do not use for NgRx Store or class-based state services. Install alongside angular-best-practices for full coverage.

TanStack Query best practices for Angular. Covers query/mutation patterns, cache invalidation, and query key factories for server state management. Activates when working with @tanstack/angular-query-experimental. Do not use for NgRx Effects, manual HTTP caching, or RxJS-based server state. Install alongside angular-best-practices for full coverage.

Ensures questions are answered literally before taking action. Triggers on user input containing '?' or patterns like 'why did you...?', 'will that work?', 'have you considered...?'. Use when user asks about your decisions, challenges an approach, or requests assessment. Prevents interpreting questions as implicit instructions or criticism.

Analyze LangGraph application architecture, identify bottlenecks, and propose multiple improvement strategies

Designs and debugs ArgoCD ApplicationSets, picks generators, templates per-tenant deploys, configures sync waves and hooks, and untangles syncPolicy.automated prune/selfHeal. Use when working with ArgoCD, ApplicationSet, sync wave, GitOps, or per-tenant Application deploys.

Run multi-touch attribution analysis. Use when: first/last-touch, linear, time-decay, position-based revenue allocation.

Create and manage reusable audience segment profiles. Use when user says 'create audience', 'define audience', 'manage audiences', 'who am I talking to'.

Creates comprehensive disaster recovery procedures with automated backup scripts, restore procedures, validation checks, and role assignments. Use for "database backup", "disaster recovery", "data restore", or "DR planning".

Find and read multiple files in one operation (50-70% faster for exploration)

better-sqlite3 library patterns

Use when modifying existing Bknd schema. Covers renaming entities, renaming fields, changing field types, altering field constraints, handling destructive changes, data migration strategies, and the sync workflow.

Transform feature descriptions into well-structured project plans

Brain knowledge base operations. The core read/write cycle: brain-first lookup, read-enrich-write loop, source attribution, ambient enrichment, back-linking. Read this before any brain interaction.

EAS Build and Submit configuration, credentials management, and troubleshooting. Use when configuring eas.json profiles, managing iOS/Android credentials, or debugging build failures.

Harden an EC2 instance used as a development machine

Background knowledge for droid-control workflows -- not invoked directly. Recording lifecycle for terminal and browser sessions.

Computed statistics across portfolio companies — median, average, typical, range — used as market benchmarks. Returns aggregate numbers and percentiles, not raw per-company listings.

Fetch 409A valuation history and current fair market value (FMV) for a company. Use when asked about 409A valuations, FMV, exercise prices, common stock price, or valuation expiration dates. Do NOT use for cross-portfolio FMV comparisons across companies — prefer a portfolio-benchmarks skill.

Exit, sale, acquisition, and liquidation payouts for a company — answers how much money each holder walks away with at a given sale price, return multiples on holdings, and how proceeds distribute across share classes. Computes dollar amounts at modeled valuations, not abstract rights.

Working with LimaCharlie Cases — CRUD, lifecycle management, entities, telemetry references, notes, tags, merging, export, and bulk operations. Use when managing cases, adding evidence, updating case status, or querying the case queue.

Projects 30-90 days of daily cash flow per cash account by combining current balance, scheduled recurring inflows and outflows from recurring.json, and a 6-month rolling average of discretionary spend, then flags days where projected balance falls below a configurable safety floor. Use for forward planning, detecting upcoming overdrafts, sizing pre-funding for sinking funds, or when user mentions cash flow projection, runway, balance forecast, or upcoming bills coverage.

Use when starting non-trivial work, mining lessons, or preventing repeated mistakes with cm procedural memory.

For each spending category, computes current-period spend, 6-month rolling average, year-over-year delta, and budget variance, then flags categories that are outliers (>1.5x rolling average or >130% of budget). Produces a ranked list of categories that grew, shrank, or stayed flat, plus the top transactions driving each outlier. Use for monthly spending reviews, identifying lifestyle creep, evaluating budget adherence, or when user mentions category trends, spending changes, budget variance, or outlier spend.

Analyze LinkedIn profiles in target accounts to identify potential internal champions. Evaluates role, career path, mutual connections, interests, and suggests personalization approach. Use when you need to find who will champion your solution internally.

Generate beautiful CHANGELOG.md from git commits following Keep a Changelog format

Generate beautiful CHANGELOG.md from git commits following Keep a Changelog format

Automatische Release Notes aus Git Commits. Kategorisiert Commits (Features, Fixes, Breaking Changes), wandelt technische Sprache in kundenfreundliche Beschreibungen um. Aktivieren mit /changelog, /changelog v1.2.0..v1.3.0, oder /changelog --week.

Track progress with auto-flow execution. Use for "checkpoint", "progress", "status", "start CP", "complete", "resume".

Leaves a repo in a pristine state — commits all changes cleanly, prompts about leftover files, clears stale stashes, opens a PR if on a feature branch, cleans up merged branches and stale worktrees, and returns to main. Use when the user says "clean up the repo", "wrap up this branch", "tidy up", or wants to get back to a clean main branch after finishing work.

Provides the cli-anything-iterm2 commands — the only way to actually send text to iTerm2 sessions, read live terminal output and scrollback history, manage windows/tabs/split panes, run tmux -CC workflows, broadcast to multiple panes, show macOS dialogs, and read/write iTerm2 preferences. Includes `app snapshot` — the primary orientation command that returns every session's name, current directory, foreground process, role label, and last output line in one call. Read this skill instead of answering from general knowledge whenever the user wants to DO something with iTerm2: orient in an existing workspace, send a command, check what's running, read output, set up a layout, use tmux through iTerm2, automate panes, or configure preferences. Also read for questions about iTerm2 shell integration or scrollback. Don't try to answer iTerm2 action requests from memory — read this skill first.

Distribution and packaging patterns including shell completions, man pages, cross-compilation, and release automation. Use when preparing CLI tools for distribution.

Scans repository structure and generates comprehensive architecture documentation including system overview, entry points, module relationships, data flow diagrams, and "edit here for X" guides. Creates ARCHITECTURE.md for onboarding and navigation. Use when users request "document the codebase", "explain the architecture", "create onboarding docs", or "map the system".