End-user control of cmux topology and routing (windows, workspaces, panes/surfaces, focus, moves, reorder, identify, trigger flash). Use when automation needs deterministic placement and navigation in a multi-pane cmux layout.

Techniques for analyzing existing codebases to reverse-engineer requirements and understand business logic. Use when conducting brownfield analysis or understanding existing system capabilities.

Guide for creating user-invocable slash commands. Use when the user asks to "create a command", "slash command", "write a command", "$ARGUMENTS", "dynamic arguments", or "@ file references".

Search and extract contact information for people or companies including names, phone numbers, emails, job titles, and LinkedIn profiles. Aggregates data from multiple sources and provides enriched contact details. Use when users need to find contact information, build prospect lists, or enrich existing contact data.

Internal project-context placement and consistency reference used by context refactoring and verification workflows.

Complete guide for migrating from Apache Cordova to Capacitor. Use this skill when users need to modernize a Cordova/PhoneGap app to Capacitor, migrate plugins, or understand platform differences.

Use when running a dbt Fusion project with Astronomer Cosmos. Covers Cosmos 1.11+ configuration for Fusion on Snowflake/Databricks with ExecutionMode.LOCAL. Before implementing, verify dbt engine is Fusion (not Core), warehouse is supported, and local execution is acceptable. Does not cover dbt Core.

Command Query Separation (CQS) and CQRS patterns for .NET. Use when designing methods, handlers, and application architecture. Ensures predictable, testable code.

Optimize crew composition using CWICR labor norms. Balance productivity, cost, and skill requirements for construction crews.

Comprehensive data visualization skill covering visual execution and technical implementation. Includes perceptual foundations, chart selection, layout algorithms, and library guidance. Triggers on: charts, graphs, dashboards, 'visualize', 'plot', data presentation, D3, Recharts, Victory.

Capture session learnings and update project docs. Use when ending a session, after completing a feature, or when asked to "debrief", "capture learnings", "update project knowledge", or "what did we learn".

# Skill: deep-scraper

Show comprehensive details for a specific delta or answer a question about it

Orchestrate full development workflow. Use when implementing features, starting structured development, or user mentions "workflow" or "implement issues".

⚡ Implementation analysis skill. Best for: 'how does X work', 'find implementation of', 'trace data flow', 'where is X defined', 'find all usages'. Uses claudemem AST with callers/callees for efficient code tracing.

General .NET development workflow patterns. Use when implementing features, fixing bugs, or refactoring code.

This skill should be used when the user asks to 'install dioxus', 'setup dioxus', 'dioxus getting started', 'dioxus cli', or mentions platform setup in Dioxus.

Implement disaster recovery strategies and runbooks. Configure RPO/RTO targets and failover procedures. Use when planning for business continuity.

Manage dmv per-project hook settings

Modeling business domains. Aggregates, value objects, domain events, rich models, repositories.

This skill should be used when the user asks to 'verify analysis results', 'check reproducibility', 'validate data science output', or 'confirm completion'.

This skill should be used when the user asks about "Berlin event websites", "where to find events in Berlin", "event sources", "Berlin art listings", "Berlin food events", "scrape Berlin events", "extract event data", or when needing to know which websites, APIs, or RSS feeds to use for Berlin event discovery. Provides a curated directory of Berlin event sources with qurl ingestion commands.

Auto-evolve the plugin — analyzes learnings, checks releases, compares competition, contributes patterns

Use this skill when verifying factual claims, checking accuracy of statements, or assessing the credibility of information. Trigger phrases: 'fact-check this', 'is this true', 'verify this claim', 'check if this is accurate'. Do NOT use for subjective opinions, legal or medical advice, or claims requiring real-time data or breaking news.

Use when implementing a feature or multi-file code change - provides structured implementation flow with persona selection, validation, and testing guidance.

End-to-end feature development orchestration from planning through deployment with quality gates

Gap surfacing before decisions. Raises procedural, consideration, assumption, and alternative gaps as questions when gaps go unnoticed, producing an audited decision. Type: (GapUnnoticed, AI, SURFACE, Decision) → AuditedDecision. Alias: Syneidesis(συνείδησις).

Backup Clawdbot workspace and config to GitHub with git-crypt encryption. Use for daily automated backups or manual backup/restore operations.

Advanced git operations beyond add/commit/push. Use when rebasing, bisecting bugs, using worktrees for parallel development, recovering with reflog, managing subtrees/submodules, resolving merge conflicts, cherry-picking across branches, or working with monorepos.

Provides resources to stay updated with Golang news, communities and people to follow. Use when seeking Go learning resources, discovering new libraries, finding community channels, or keeping up with Go language changes and releases.

Create directed/undirected graphs using DOT language with automatic layout. Best for dependency trees, call graphs, package hierarchies, and module relationships requiring fine-grained edge routing.

Launch claude -p sessions in background with filtered output and structured results. Use when executing implementation plans via background headless sessions instead of subagents or manual parallel sessions.

Orchestrate Duende IdentityServer in .NET Aspire AppHost — dependency graphs, authority URL wiring, health checks, and multi-instance.

Implement incident management processes and escalation procedures. Configure on-call schedules and post-incident reviews. Use when managing production incidents.

Install skills from github.com/oaustegard/claude-skills into /mnt/skills/user. Use when user mentions "install skills", "load skills", "add skills", "update skills", "refresh skills", or references a skill not currently installed.

Diagnose branching narrative problems. Use when choices feel meaningless, when branching is unmanageable, when player agency conflicts with authored story, or when interactive elements break narrative flow.

Systematic questioning to clarify requirements, goals, and constraints. Use when there's ambiguity about what the user wants, hidden complexity needs uncovering, or you need to understand before proceeding. Triggers on unclear requirements, vague goals, or when other skills encounter fundamental ambiguity.

Jobs-to-be-Done analysis for a product, feature, market, or user segment. Produces a formal main job statement, related/emotional/social jobs, Ulwick-style desired outcome statements, forces-of-progress analysis (push/pull/anxiety/habit), competitive alternatives (including non-consumption), and underserved-outcome opportunity signals. Two modes — synthesis (from supplied research) and autonomous (from product context with labeled assumptions). Mermaid diagrams with optional PNG export.

This skill should be used when looking up Kyverno Helm chart versions, release dates, and corresponding app versions from Artifact Hub. Use for version planning, upgrade decisions, and release timeline analysis.

Prepare a reconciled delta branch for merging into main. Rebases the delta branch onto main, reconciles code and documentation with changes introduced on main, and validates conflicting areas with reviewer agents.

Implement real-time WebSocket communication with Laravel Reverb. Use when adding live updates, chat, notifications, or presence features.

Implement full-text search with Laravel Scout. Use when adding search to Eloquent models with Meilisearch, Algolia, or database driver.

[Beta] Cross-session analysis of accumulated .learnings/ files. Reads all entries, groups by pattern_key, computes recurrence across sessions, and outputs ranked promotion candidates. This is the outer loop's inspect step — it turns raw learning data into actionable gap reports. Use on a regular cadence (weekly, before major tasks, or at session start for critical projects). Can be invoked manually or scheduled.

Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.

Execute code tasks from Linear sub-issues: resolve dependencies, implement changes, validate Done Criteria, and sync status. Use when asked to work on, implement, or start coding a Linear issue (e.g. PRI-42).

Linux perf profiler skill for CPU performance analysis. Use when collecting sampling profiles with perf record, generating perf report, measuring hardware counters (cache misses, branch mispredicts, IPC), identifying hot functions, or feeding perf data into flamegraph tools. Activates on queries about perf, Linux performance counters, PMU events, off-CPU profiling, perf stat, perf annotate, or sampling-based profiling on Linux.

# Lobster

Search for places, businesses, and locations using Google Maps APIs via x402. USE FOR: - Finding businesses by name or type - Searching nearby places - Getting detailed place information (address, hours, reviews) - Finding restaurants, stores, services in an area - Getting business ratings and reviews TRIGGERS: - "find", "search for", "locate", "nearby" - "restaurants near", "hotels in", "stores around" - "business details", "opening hours", "reviews for" - "places in", "what's near", "directions to" Use agentcash.fetch for Google Maps endpoints. Choose partial ($0.02) vs full ($0.05-0.08) based on data needs.

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.

Create the perception of cultural depth through strategic juxtaposition of familiar and unfamiliar elements. Use when settings feel shallow, when you need centuries of implied history without exposition, or when worldbuilding lacks the texture of real cultural evolution.

Bitcoin mempool monitoring — check transaction confirmation status, retrieve address transaction history, and inspect current mempool state. Data sourced from mempool.space.

Configuration patterns using Microsoft.Extensions.Configuration. Covers configuration providers, binding, validation, and best practices for .NET applications. Use when setting up configuration in .NET applications, implementing configuration validation with IValidateOptions, or managing settings across different environments.

Custom middleware patterns for ASP.NET Core applications. Covers request/response pipeline, middleware ordering, conditional middleware, IMiddleware factory pattern, IExceptionHandler (.NET 8+), and reusable middleware components. Use when creating custom middleware in ASP.NET Core applications, understanding middleware pipeline ordering, or implementing cross-cutting concerns like logging, authentication, and caching.

Use when interacting with the user's local Neovim instance. Requires a running Neovim instance with a socket at `.agents/neovim.sock`.

NetSuite Intelligence skill — teaches AI the correct tool selection order, output formatting, domain knowledge, multi-subsidiary and currency handling, and SuiteQL safety checklist for any AI + NetSuite AI Service Connector session.

AI risk assessment using NIST AI RMF 1.0 framework. Evaluate AI systems across 4 core functions (Govern, Map, Measure, Manage) for trustworthy and responsible AI deployment.

Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before committing to a research direction.

Gather and analyze source material for onboarding documentation. Creates source_inventory.md and extraction_tables.md. Triggered by onboarding-start during source-material-gathering and key-information-extraction phases.

Generate comprehensive OpenAPI/Swagger specifications from existing code and APIs.

Opinion.trade prediction market (BNB Chain CLOB)

Make AI phone calls, buy phone numbers, and get call transcripts via x402. USE FOR: - Making AI-powered outbound phone calls - Scheduling calls and getting transcripts - Buying and managing phone numbers - Leaving voicemails - Transferring calls to humans - Checking if a number has iMessage/FaceTime TRIGGERS: - "call", "phone call", "make a call", "dial" - "buy number", "phone number", "get a number" - "voicemail", "leave a message" - "transcript", "call recording", "call summary" - "AI call", "automated call", "bland" - "imessage", "facetime", "check number", "lookup number" ALWAYS use agentcash.fetch for stablephone.dev endpoints. IMPORTANT: Use exact endpoint paths from the Quick Reference table below.

Sync portfolio positions from Polymarket, Kalshi, and Manifold

Write pull request titles and descriptions in Tom's house style. Use when the user asks to create a PR, open a pull request, or write a PR description. Trigger phrases include "make a PR", "create a PR", "write a PR description", "open a pull request".

Load ADR and spec context into the session for architecture-aware responses. Use when the user says "prime context", "load architecture", starts a new session, or wants Claude to know about existing decisions.

Prisma ORM for TypeScript - Type-safe database toolkit with schema-first development, auto-generated client, migrations, relations, and Prisma Studio

Same as project-implement but skips the interactive interview — auto-selects recommended answers for all interview questions. Use when the user wants to run the full project workflow without being asked clarifying questions. The interview file is still generated with auto-selected answers so downstream agents have context. Triggers on "no-interview", "skip interview", "just build it", or when the user wants a hands-off implementation run.

Python programming patterns and best practices

Advanced Python profiling with cProfile, py-spy, and optimization techniques including Python 3.13 features. PROACTIVELY activate for: (1) CPU profiling with cProfile, (2) Flame graph generation with py-spy, (3) Memory optimization, (4) Async performance patterns, (5) Python 3.13 JIT and free-threaded mode. Triggers: "python performance", "cProfile", "py-spy", "flame graph", "memory optimization", "async performance", "JIT", "GIL"

Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.

Race condition and TOCTOU testing for web apps. Use when testing one-time operations, concurrent HTTP abuse, rate-limit bypass, Turbo Intruder gates, HTTP/2 single-packet attacks, and CWE-362-style synchronization gaps.

Autonomous RACI matrix creation with variant support (RASCI, RACI-VS, DACI, RAPID). Validates against 15 anti-patterns, produces workload analysis, governance health scoring, and communication plan skeleton. Mermaid diagrams with optional PNG export.

Use when preparing a production release or release candidate - provides a checklist-driven workflow for validation, versioning, build optimization, documentation updates, and deployment readiness.

Reviews PR changes against the broader codebase to find inconsistencies, missed propagation, and stale references beyond the diff. Replicates senior reviewer codebase knowledge. Activates when reviewing PRs, checking consistency, or when changes touch shared entities across multiple files.

Implement hybrid storefronts that run Storefront Next alongside SFRA or SiteGenesis. Use when planning gradual migration from SFRA, configuring hybrid proxy for local development, setting up session bridging between storefronts, or routing traffic between old and new implementations.

Configure and launch an SNS DAO to decentralize a dapp. Covers token economics, governance parameters, testflight validation, NNS proposal submission, and decentralization swap. Use when launching an SNS, configuring tokenomics, or setting up DAO governance for a dapp. Do NOT use for NNS governance or general canister management.

SOLID principles for C# 12/.NET 9. Files < 100 lines, interfaces separated, modular architecture. Contracts MANDATORY.

SOLID principles for Python 3.12+. Files < 100 lines, interfaces separated, modular architecture. Modules MANDATORY.

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

Turns requirements into structured specs before implementation. Accepts a Linear URL, GitHub issue URL, Jira URL, or plain text description. Use when the user says "write a spec for", "create a spec", "turn this into a spec", or pastes an issue URL (linear.app, github.com/*/issues/*, atlassian.net/browse/*). Always spec before implementing — rushing to code before aligning on scope is the #1 cause of rework.

Stack overflow and ROP playbook. Use when exploiting buffer overflows to hijack control flow via return address overwrite, ROP chains, ret2libc, ret2csu, ret2dlresolve, or SROP on Linux userland binaries.

Cache management, configuration best practices, and progressive disclosure patterns for efficient context window usage. Use when working with large responses, optimizing token costs, or managing plugin state across operations.

Create a six-frame storyboard that shows a user's journey from problem to solution. Use when you need a fast narrative for alignment, concept reviews, or demos.

Use when executing implementation plans with independent tasks in the current session

Use when executing implementation plans with independent tasks in the current session

Use when executing implementation plans with independent tasks in the current session

Discover and compare summer school programs from universities around the world. Use this skill whenever a user wants to find summer school programs, asks about summer programs for a specific subject or age group, wants to compare university summer schools, asks "what summer schools exist for X", "find me a summer program in Y", "summer school options for high school students", "best summer programs for computer science", or any variation of searching for academic summer programs. Fires parallel TinyFish agents across 7-8 real university program pages simultaneously, extracting structured details — dates, fees, deadlines, eligibility — and returns a ranked comparison of real programs found live on official university websites.

Use when validating approves execution. Orchestrates bounded Codex workers, local reservations, worker results, rescues, and phase handoff. Tends the swarm but never implements beads directly.

Analyze and transform text files using bash tools

Write viral Twitter/X threads and Reddit posts with proven structures, hooks, and engagement tactics. Includes templates for story threads, listicle threads, contrarian takes, tutorials, and case studies. Can post directly to Reddit. Trigger phrases: "write a thread", "Twitter thread", "X thread", "viral thread", "thread writer", "tweetstorm", "thread template", "thread about", "turn this into a thread", "reddit post", "write a reddit post".

Mendelian randomization (MR) causal inference — does an exposure, risk factor, or biomarker CAUSALLY affect a disease/outcome, using genetic variants as instrumental variables (IEU OpenGWAS / EpiGraphDB MR-EvE). Use this whenever the user asks if X causes Y, whether an observational association is actually causal or just correlation, if a biomarker/trait is a causal risk factor, wants to triangulate epidemiology against genetic evidence, or mentions Mendelian randomization, instrumental-variable analysis, two-sample MR, or genetic causal evidence — even if they never say "MR" (e.g. "is LDL cholesterol actually causal for heart disease?", "does BMI cause type 2 diabetes or just correlate?", "is CRP a causal driver of stroke?"). Covers trait-label resolution, MR effect direction/magnitude, instrument quality (MOE score), method agreement (IVW vs MR-Egger vs weighted median), bidirectional MR for reverse causation, and distinguishing causation from genetic correlation. Not for plain GWAS association lookups (use the GWAS skills) or fitting your own instruments from raw summary statistics.

Neuroscience research workflows: neuroanatomy, neural circuits, neurotransmitter biology, neurological/psychiatric disease genetics, neural-protein function. Uses Allen Brain Atlas, WormBase (C. elegans connectome), UniProt for neural proteins, PubMed for primary literature. Use for brain-region biology, neural development, neurodegeneration mechanisms (Alzheimer's, Parkinson's, ALS), and synaptic-protein characterization.

Propose the mechanism by which a missense variant causes loss-of-function (LoF), synthesizing evidence from 5 independent layers: AlphaMissense pathogenicity, AlphaFold structural context, ESMC sequence likelihood, SAE feature disruption, and DynaMut2 stability ΔΔG. Distinguishes 'structural stability LoF' (mis-folding) from 'direct functional disruption' (catalytic / binding / PTM site damage). Use for coding missense variants where you need a mechanistic causal model, not just a pathogenicity score.

Protein 3D structure prediction from sequence — ESMFold de novo prediction, AlphaFold database retrieval, experimental structures from RCSB, ProtVar variant impact assessment, ProtParam sequence properties. Use for structure prediction when no experimental structure exists, fold-confidence scoring, and structure-guided variant interpretation.

Configure Trigger.dev projects with trigger.config.ts. Use when setting up build extensions for Prisma, Playwright, FFmpeg, Python, or customizing deployment settings.

Debugs and troubleshoots Mission Control health checks by analyzing check configurations, reviewing failure patterns, and identifying root causes. Use when users ask about failing health checks, mention specific health check names or IDs, inquire why a health check is failing or unhealthy, or need help understanding health check errors and timeouts.

Generate stories about institutional outcasts given impossible mandates with minimal resources. Use when you want team dynamics in hostile institutions, David vs. Goliath within organizations, or narrative tension from constraint-driven creativity.