Set up Teamcraft scaffolding for a repo — project identity, work-item registry, and a minimal CLAUDE.md shell. Scaffolding only. Does NOT interview for team conventions, technology decisions, or product requirements — those are handled by dedicated capture skills. Use when the user says 'set up teamcraft', 'initialize teamcraft', 'scaffold this project for teamcraft', or is a new adopter and needs the basic structure in place.

Evaluates technical proposals, "should we do X instead of Y?" questions, tool comparisons, and architecture suggestions. Analyzes feasibility, compares options with structured pros/cons, estimates effort and risk, and provides a clear recommendation. Saves output to project-decisions/ folder. Use when the user says "should we", "what if we", "is it worth", "should we switch to", "compare X vs Y", "evaluate this proposal", "tech decision", or brings up a technical suggestion from a team discussion.

Validate traffic strategy against Traffic Secrets principles. Assess Dream 100, Work In vs. Buy In, traffic temperature, and audience ownership. Activates for "validate my traffic plan" or traffic assessment questions.

TypeScript development guidance for type systems and tooling When user works with .ts or .tsx files, mentions TypeScript, or encounters type errors

Synthesize the user's own work activity, priorities, and recent context using Glean. Use when the user asks about their recent work, what they accomplished, what's urgent, what needs their attention, or wants help with status updates, 1:1 prep, or weekly summaries.

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

Generate structured 8-section validation reports with verdict (GOOD/BAD/NEEDS MAJOR WORK), strengths, critical flaws, blindspots, and concrete path forward. Use after strategic-cto-mentor has completed validation analysis and needs to produce final deliverable.

Create data-driven charts with Vega-Lite (declarative) and Vega (programmatic). Best for statistical visualization of numeric data — bar, line, scatter, heatmap, area, radar charts, and word clouds.

visionOS platform-specific development with spatial computing, RealityKit, immersive spaces, and volumes. Use when building Vision Pro apps, 3D experiences, or mixed reality features.

Parallels macOS VM lab: GUI automation, Peekaboo, TCC, Ghostty.

Transform feature descriptions into well-structured specs and executable PRDs

Manage YouTube videos, playlists, and channels. Use when the user asks to upload videos, manage playlists, search YouTube, or interact with comments.

Replace arbitrary timeouts with condition polling for reliable async tests

Advanced knowledge and methodologies for implementing next-generation AGI capabilities with quantum computing, neural evolution, and dimensional computing

Remove AI-generated code slop from branches. Use after AI-assisted coding sessions to clean up defensive bloat, unnecessary comments, type casts, and style inconsistencies. Focuses on identifying and removing AI artifacts that degrade code quality.

Use for fastboot operations, flashing partitions, bootloader unlocking, recovery mode, or partition management. Triggers on "fastboot", "flash boot.img", "unlock bootloader", "recovery mode", "TWRP", "Magisk", "partition", "sideload", "A/B slots". WARNING - These operations can brick devices if done incorrectly.

Anti-debugging detection and bypass playbook. Use when reversing protected binaries that detect debuggers via ptrace, PEB flags, timing checks, or signal/exception handlers on Linux and Windows.

Recommend architecture patterns (monolith, microservices, serverless, modular monolith) based on scale, team size, and constraints. Use when cto-architect needs to select the right architectural approach for a new system or migration.

Automatic response rules, patterns, and scheduled messages

Adopt better-result in an existing TypeScript codebase. Use when replacing try/catch, Promise rejection handling, null sentinels, or thrown domain exceptions with typed Result workflows.

Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.

Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.

Break down epics and features into concrete backlog tasks with dependencies. Use when planning work, decomposing large features, or organizing sprints. Trigger with "break down", "decompose", "plan feature", "create subtasks".

Specialized verification of business claims, financial metrics, valuations, and market data. Use proactively for due diligence, pitch deck reviews, and financial news analysis.

Create spatial diagrams with free-positioned nodes using JSON format. Best for concept maps, knowledge graphs, and planning boards requiring precise x/y coordinate control.

Chemistry subject expertise for study notes, problem-solving, and explanations. Covers organic, inorganic, physical, and analytical chemistry. Provides reaction mechanisms, molecular diagrams, formulas, and worked examples. Use when studying chemistry topics, creating chemistry notes, solving chemistry problems, or explaining chemical concepts. Triggers - chemistry help, chemical reactions, organic chemistry, periodic table, stoichiometry, molecular structures.

Monitor Clawdbot repo for updates and identify improvement opportunities for Geoffrey. Use when comparing Geoffrey to Clawdbot patterns, skills, or features.

Work inside the current cmux workspace and terminal. Use for cmux workspace, current workspace, caller surface, panes, surfaces, socket targeting, and non-interfering cmux automation.

Work inside the current cmux workspace and terminal. Use for cmux workspace, current workspace, caller surface, panes, surfaces, socket targeting, and non-interfering cmux automation.

Code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Use when you need to understand or explain unfamiliar code.

Turn a local folder or GitHub repository into an interactive browser-based course that explains how the codebase works for non-expert programmers and AI-assisted builders. Use when a user asks to make a course, tutorial, walkthrough, learning guide, codebase explanation, or interactive lesson from a project.

Expert knowledge for AI intelligence collection — OSINT methodology, entity extraction, knowledge graphs, change detection, and sentiment analysis

Create one or more git commits from the current working tree after reading the diff, scanning for obvious blockers, running the narrowest relevant checks, staging explicit files, and verifying the result. User-only workflow: use when the user explicitly asks to commit changes.

Provides conventional commits guidance and auto-generates commit messages from git changes. Integrates with /ccpm:commit for automated git commits linked to Linear issues. Auto-activates when users ask about committing, creating git commits, or discussing commit message formats.

Generate conventional commit messages by analyzing staged git changes. Detects change type, suggests scope, and formats messages following the Conventional Commits specification.

Promote accumulated knowledge into living context. Use when the user says "graduate knowledge", "promote lessons", "update CLAUDE.md from what we've learned", "what should be in my CLAUDE.md", "compound graduate", "improve the system from my notes", or after a run of captures when patterns recur. Scans the read corpus (solutions + wiki theses) and proposes concrete edits to CLAUDE.md / AGENTS.md. Not for capturing (use compound-capture) or searching (use compound-retrieve).

Core dump analysis skill for production crash triage. Use when loading core files in GDB or LLDB, enabling core dump generation on Linux/macOS, mapping symbols with debuginfo or debuginfod, or extracting backtraces from crashes without re-running the program. Activates on queries about core files, ulimit, coredumpctl, debuginfod, crash triage, or analyzing segfaults from production binaries.

Autonomous cost-benefit analysis skill that evaluates projects/initiatives by comparing total costs against total benefits in present-value terms. Calculates NPV, BCR, IRR, Payback Period, and Break-even. Supports multi-alternative comparison. Performs sensitivity analysis with scenario modeling (best/worst/base). Monetizes intangible costs and benefits. Researches market data and benchmarks via web. Generates Mermaid diagrams with optional PNG export.

Use when you want to prevent coverage regressions during development. Activate with /coverage-guard to warn when coverage drops below threshold after code changes.

C++20 modules skill for modern C++ projects. Use when working with named modules, module partitions, header units, CMake MODULE_SOURCES, Clang -fmodules-ts, BMI caching issues, or migrating from headers to modules. Activates on queries about C++20 modules, import statements, module interface units, header units, or BMI files.

Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.

Creates a complete Amazon Aurora database cluster with instances, handling cluster creation, instance provisioning, and Secrets Manager password management in the proper sequence. Use when setting up new Aurora MySQL or PostgreSQL clusters with production-ready configuration.

Validate data against schemas, business rules, and data quality standards.

Tools and guidance for data upload, dataset management, data validation, and preparing data for DataRobot projects. Use when uploading datasets, managing data, or validating data for DataRobot.

Deep research and discovery before building something new. Explores local projects for reusable code, researches competitors, reads forums and reviews, analyses plugin ecosystems, investigates technical options, and produces a comprehensive research brief. Three depths: focused (30 min), wide (1-2 hours), deep (3-6 hours). Triggers: 'research this', 'deep research', 'discovery', 'explore the space', 'what should I build', 'competitive analysis', 'before I start building', 'research before coding'.

Creates a concise one-page solution overview that communicates the proposed approach, key decisions, and trade-offs. Use when pitching solutions to stakeholders, aligning teams on approach, or documenting solution intent before detailed specification.

Developer Experience specialist for tooling, setup, and workflow optimization. Use when setting up projects, reducing friction, improving development workflows, or automating repetitive tasks. Focuses on making development joyful and productive.

Execute focused work units via /dispatch. Consumes /triage initial prompts, sets topology, verifies premises, fans out branches/PRs, inscribes rejection traces, and captures post-cycle improvement follow-ups.

Identify which DOM subtrees cause excessive mutations and jank by injecting MutationObserver and Long Animation Frame instrumentation. Correlates DOM churn with long frames to pinpoint the source of visual instability.

Help users build an initial mental model of an unfamiliar domain when they do not know where to start, do not know what questions to ask, or lack the vocabulary, structure, and learning path needed to explore the field effectively.

Building gRPC services. Proto definition, code-gen, ASP.NET Core host, streaming, auth.

Manage DreamHost DNS records. Use when the user asks to manage DNS for domains hosted at DreamHost, set up DNS records, check DNS propagation, or configure A/AAAA/CNAME/TXT records on DreamHost-managed domains.

Use when the user invokes $encode-policy-v2 or asks Codex to implement a new PolicyEngine-US state benefit program from official rules. Covers research, source collection, requirement extraction, scoped implementation, tests, validation, and draft PR preparation.

Run a full marketing engagement using the 12-Part methodology. Use when starting a new engagement, advancing parts, applying the Decision Matrix, or showing engagement status.

Scan environment for dev readiness — tools, runtimes, permissions. Use in new containers.

Pull the latest guidelines from every configured repo (read- and write-scope).

Manual E2E tester that starts the app and exercises new features end-to-end

Generates a comprehensive overview of a codebase for onboarding, knowledge transfer, or architecture understanding. Use when the user says "explain this project", "how does this codebase work?", "onboard me", "give me an overview", "I'm new to this project", "walk me through the architecture", or "map this codebase".

File uploads, streaming, storage abstractions, and secure file handling patterns for ASP.NET Core Razor Pages applications. Use when implementing secure file uploads in Razor Pages, streaming large files, or creating storage abstractions for file operations.

# Film Maker Skill

Query Firefox bookmarks stored in places.sqlite via Nushell SQLite. Use when looking up bookmarked URLs, browsing Firefox bookmark history, or finding saved links.

Use this skill when using Phaser 4 math and geometry utilities. Covers vectors, rectangles, circles, triangles, polygons, random number generation, angles, distance, interpolation, and snapping. Triggers on: Vector2, Rectangle, Circle, math, distance, angle, random, lerp.

Use when needing to fixup, squash, drop, reword, reorder, or edit commits in a branch's history. Handles the non-interactive approach agents need since `git rebase -i` requires a TTY.

Use when working with Go slices, maps, or arrays — choosing between new and make, using append, declaring empty slices (nil vs literal for JSON), implementing sets with maps, and copying data at boundaries. Also use when building or manipulating collections, even if the user doesn't ask about allocation idioms. Does not cover concurrent data structure safety (see go-concurrency).

Use when profiling Go applications (pprof), running benchmarks, optimizing memory/CPU usage, or debugging performance bottlenecks in production Go code.

Self-maintaining docs system. Bootstraps, validates, and refines minimal codebase documentation. Use for creating, updating, or auditing project docs.

Apply when implementing caching logic, CDN configuration, or performance optimization for a headless VTEX storefront. Covers which VTEX APIs can be cached (Intelligent Search, Catalog) versus which must never be cached (Checkout, Profile, OMS), stale-while-revalidate patterns, cache invalidation, and BFF-level caching. Use for any headless project that needs TTL rules and caching strategy guidance.

Retrieve real-time income statement data including Revenue, Net Income, and EPS Diluted for public companies. Use when analyzing absolute financial figures, historical earnings, or comparing company scale across fiscal periods.

Autonomous influence diagramming mapping relationships, influence flows, and power dynamics between stakeholders. Produces influence matrices, centrality analysis, coalition detection, and strategic recommendations with Mermaid diagrams and optional PNG export.

Workflow for analyzing GitHub issues, generating solution plans, and implementing chosen approaches. Use when working with GitHub issues, creating implementation plans, comparing solution options, editing plans, or implementing solutions.

Laravel v12 - The PHP Framework For Web Artisans

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.

Linker and Link-Time Optimisation (LTO) skill. Use when configuring GNU ld, gold, or lld linker flags, diagnosing link-order issues or undefined symbols at link time, enabling LTO safely in real projects, or understanding inter-module optimisation trade-offs. Activates on queries about linker flags, -flto, thin LTO, LTCG, --gc-sections, link order errors, weak symbols, or linker scripts.

Machine learning development patterns, model training, evaluation, and deployment. Use when building ML pipelines, training models, feature engineering, model evaluation, or deploying ML systems to production.

DigitalOcean Managed Database provisioning and connection patterns

Best practices for managing development environments including Python venv and conda. Always check environment status before installations and confirm with user before proceeding.

Reference patterns for mathematical and combinatorial problem-solving. Covers modular arithmetic, prime sieves, GCD/LCM, binomial coefficients, fast exponentiation, counting techniques, inclusion-exclusion, and game theory. Load this skill when a problem involves number theory, combinatorics, modular operations, or strategic game analysis.

Use the MemOS Local memory system to search and use the user's past conversations. Use this skill whenever the user refers to past chats, their own preferences or history, or when you need to answer from prior context. When auto-recall returns nothing (long or unclear user query), generate your own short search query and call memory_search. Available tools: memory_search, memory_get, memory_write_public, memory_share, memory_unshare, task_summary, skill_get, skill_search, skill_install, skill_publish, skill_unpublish, network_memory_detail, network_skill_pull, network_team_info, memory_timeline, memory_viewer.

Microsoft.Extensions.Options patterns including IValidateOptions, strongly-typed settings, validation on startup, and the Options pattern for clean configuration management.

Deep expertise in ML/CV model selection, training pipelines, and inference architecture. Use when designing machine learning systems, computer vision pipelines, or AI-powered features.

Guide for using molt fetch to migrate data from PostgreSQL, MySQL, Oracle, or MSSQL to CockroachDB. Use when running molt fetch commands, configuring storage backends, handling fetch failures/resumption, or chaining fetch with verify.

Guide for using the CockroachDB replicator to continuously replicate changes from PostgreSQL, MySQL, or Oracle to CockroachDB after an initial molt fetch data load. Use when setting up CDC replication, configuring pglogical/mylogical/oraclelogminer, or managing the fetch → replicator cutover workflow.

Manages git operations (branching, committing, pushing) across multi-repo systems with git submodules. Use this skill whenever the user wants to create a feature branch, commit changes, push code, sync submodules, or manage branches across the parent repo and service repos. Also use when implementing BMAD stories that touch one or more services, or when the user asks about git workflow in a multi-repo project. Triggers on phrases like "create branch", "commit changes", "push to remote", "sync submodules", "start working on story", "update service branch", or any git operation that spans parent and submodule repos.

Use when working with files in ~/Notes (Landon's Obsidian vault). Covers vault structure (PARA), file naming, frontmatter, icons, templates, kanban boards, and the obsidian CLI.

Autonomous OKR definition creating Objectives and Key Results at company, team, and individual levels. Supports cascading and alignment approaches. Scoring (0-1.0 scale), committed vs aspirational classification, CFR companion framework. Can import from vision-crafting output.

Help users onboard new team members effectively. Use when someone is planning onboarding for a new hire, starting a new job themselves, designing a first-90-days plan, or trying to ramp up new employees faster.

Find and execute cross-platform arbitrage opportunities across prediction markets

On-demand performance and optimization analysis. Use when identifying bottlenecks, improving build times, reducing bundle size, or optimizing code performance. Trigger keywords - "optimize", "performance", "bottleneck", "bundle size", "build time", "speed up".

Use this skill when using Arcade Physics in Phaser 4. Covers enabling physics, velocity, acceleration, gravity, collisions, overlap, world bounds, physics groups, static bodies, and collision categories. Triggers on: physics, arcade, velocity, gravity, collide, overlap, bounce, physics body.

Use this skill when using Matter.js physics in Phaser 4. Covers rigid bodies, constraints, composite bodies, sensors, collision filtering, world configuration, and advanced physics shapes. Triggers on: Matter, matter physics, constraint, joint, rigid body, sensor.

Use this skill when upgrading to PixiJS v8 from v7 or diagnosing broken v7 code after an upgrade. Covers async app.init, single pixi.js package (deprecated @pixi/* sub-packages), Graphics shape-then-fill, BaseTexture → TextureSource, shader/uniform rework, ParticleContainer+Particle, constructor options objects, DisplayObject removal, settings/utils removal, Ticker signature, events rewrite. Triggers on: migrate v7, v8 breaking changes, @pixi/ import, DisplayObject, beginFill, endFill, cacheAsBitmap, BaseTexture, deprecated.

Use this skill when profiling or optimizing a PixiJS v8 app for FPS, draw calls, or GPU memory. Covers destroy patterns (cacheAsTexture(false), releaseGlobalResources), GCSystem and TextureGCSystem, PrepareSystem, object pooling, batching rules, BitmapText for dynamic text, culling (Culler, CullerPlugin, cullable, cullArea), resolution/antialias tradeoffs. Triggers on: FPS, jank, draw calls, batching, object pool, GCSystem, PrepareSystem, Culler, cacheAsTexture, memory leak, destroy patterns.

Write implementation plans with appropriate templates based on complexity. Use when planning features or changes. Provides minimal, standard, and full templates for different scope levels.

Master the art of podcast interviewing using NPR training methodology and Tim Ferriss's preparation techniques to extract compelling stories and insights from any guest. Use when: Preparing for a podcast interview with a guest; Designing questions that elicit stories, not soundbites; Struggling to get guests to open up authentically; Planning a new interview-format podcast; Improving your interviewing technique

Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.

Track your positions and P&L across prediction markets and futures exchanges