Orchestrates end-to-end replication workflows spanning multiple concerns: new environment setup, production incident response, and performance optimization for AEM 6.5 LTS.

Explore and write findings.

Researches SEC filings, earnings calls, analyst reports, and market data. Use when the album subject involves financial crimes, corporate stories, or market events.

Researches investigative articles, interviews, and news coverage. Use when research needs journalistic sources for cross-referencing or additional context.

Researches project histories, changelogs, developer interviews, and open source documentation. Use when the album subject involves technology projects or developer stories.

Manage FlowRun state at `.flow/runs/<ISO-timestamp-id>/run.yaml` — create runs at command entry, write activity records via `bin/flow-record-activity.sh` at phase boundaries, transition `state.status` (active → completed | blocked | cancelled), and persist resumable next-action hints to `events.jsonl`. Use when a flow command begins (creates the run), when a phase boundary completes (writes an activity), or when SessionEnd needs to mark a resumable next action. This skill MUST be consulted because runs without recorded activities cannot be resumed — `/flow:resume` reads `state.completed_activities[]` to identify the next safe action; an empty array forces the user to start over.

Phase 3 (Proof of Concept) deep-dive playbook — validates the Research recommendation in real Bitwarden code and drafts the ADR.

Safely remove code patterns from multiple files with validation and rollback (project)

Use this skill when making a Phaser 4 game responsive or handling display scaling. Covers ScaleManager, scale modes (FIT, RESIZE, EXPAND, ENVELOP), auto-center, fullscreen, and browser resize handling. Triggers on: ScaleManager, responsive, resize, fullscreen, FIT, scale mode.

A Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics. Great for exploring relationships between variables and visualizing distributions. Use for statistical data visualization, exploratory data analysis (EDA), relationship plots, distribution plots, categorical comparisons, regression visualization, heatmaps, cluster maps, and creating publication-quality statistical graphics from Pandas DataFrames.

Documentation practices for capturing workshop outputs. Use when creating session records, idea inventories, decision logs, and action item trackers.

Five-phase umbrella playbook for an initiative shepherd. Dispatches to phase-deep skills (Research, PoC, Scoping, Implementation) at the right moment.

Focused Signals scout for PostHog projects using logs. Watches for volume bursts, severity-distribution shifts, service silence, fresh message patterns, and trace-correlated bursts via the logs ingestion pipeline. Emits findings only when they clear the confidence bar; otherwise writes durable memory and closes out empty. Self-contained peer in the signals-scout-* fleet — no dependencies on other skills. Picked uniformly at random by the coordinator alongside `signals-scout-general` and other specialists.

Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence

Configures and uses snipgrapher to generate polished code snippet images, including syntax-highlighted PNGs, SVGs, and WebP exports with custom themes, profiles, and styling options. Use when the user wants to create code screenshots, turn code into shareable images, generate pretty code snippets for docs or social posts, produce syntax-highlighted images from source files, or explicitly mentions snipgrapher. Supports single-file renders, batch jobs, watch mode, and reusable named profiles via the snipgrapher CLI or npx.

Save, organize, search, and retrieve code snippets with tags, categories, and smart search capabi...

Guide for creating PHP and Laravel packages using Spatie's package-skeleton-laravel and package-skeleton-php templates. Use when the user wants to create a new PHP or Laravel package, scaffold a package. Also use when building customizable packages — covers proven patterns for extensibility (events, configurable models/jobs, action classes) instead of config option creep.

Clean and transform messy data in Stata with reproducible workflows

.NET static analysis and code quality tools. Use when configuring analyzers, fixing warnings, or enforcing code standards.

Advanced statistical modeling and hypothesis testing. Complementary to SciPy's stats module, it provides classes and functions for the estimation of many different statistical models, as well as for conducting statistical tests and statistical data exploration. Use for linear regression, GLM, time series analysis, ANOVA, survival analysis, causal inference, and statistical hypothesis testing. Load when working with OLS, WLS, logistic regression, Poisson regression, ARIMA, SARIMAX, statistical diagnostics, p-values, confidence intervals, or R-style statistical analysis.

Display and read Stickies notes on macOS. Use when the user asks to show notes, create stickies, or read existing stickies.

Expert at suggesting specific, actionable improvements to Claude's responses and work. Use when Claude's output needs enhancement, when quality issues are identified, or when iterating on solutions.

Dispatch parallel agents.

Diagnose and calibrate tonal delivery for tabletop RPG sessions. Use when narration feels flat, tone shifts jarringly, descriptions overwhelm play, or energy stays monotonous throughout sessions.

TanStack Router patterns for type-safe, file-based routing. Covers installation, route configuration, typed params/search, layouts, and navigation. Use when setting up routes, implementing navigation, or configuring route loaders.

The main build skill. Fetch a work item or take a description of work, establish the work branch, research current technology docs, consult the project's captured knowledge, and enter plan mode. Use when the user says 'implement this issue', 'build this feature', 'code this up', 'start implementing feat-notification-prefs', 'plan and implement', 'let's work on this work item', or explicitly asks to implement, build, or code something specific.

Validates custom dotnet new templates for correctness before publishing. Catches missing fields, parameter bugs, shortName conflicts, constraint issues, and common authoring mistakes that cause templates to fail silently. USE FOR: checking template.json files for errors before publishing or testing, diagnosing why a template doesn't appear after installation, reviewing template parameter definitions for type mismatches and missing defaults, finding shortName conflicts with dotnet CLI commands, validating post-action and constraint configuration. DO NOT USE FOR: finding or using existing templates (use template-discovery), creating projects from templates (use template-instantiation), creating templates from existing projects (use template-authoring).

When the user wants to create, optimize, or structure Terms of Service page. Also use when the user mentions "terms of service," "terms and conditions," "terms of use," "user agreement," "ToS," "legal terms," "service agreement," or "terms page." For legal overview page, use legal-page-generator.

Efficient storage and retrieval of genomic variant data using TileDB. Scalable VCF/BCF ingestion, incremental sample addition, compressed storage, parallel queries, and export capabilities for population genomics.

This skill should be used when the user asks to "start a service in tmux", "check tmux pane output", "manage background processes", or "run a server in a pane". Automatically activates when running in a TMUX session (detected by SessionStart hook). Not for one-off commands that do not need a persistent pane.

Retrieve chemical compound data from PubChem and ChEMBL with disambiguation, cross-referencing, and stereochemistry handling. Use for resolving compound names to SMILES/InChI/CID/ChEMBL IDs, fetching molecular properties, distinguishing isomers/stereo forms, and cross-validating identity across databases. Always use English compound names; flags ambiguous queries (e.g., Vitamin D has multiple forms).

Find and retrieve proteomics datasets from MassIVE and ProteomeXchange. Search by species, keyword, or accession; retrieve detailed metadata (instruments, publications, species, PTMs studied). Use for locating public proteomics datasets to reanalyze, comparing instrument/protocol coverage across studies, and pre-download dataset evaluation.

Transcription factor binding, cis-regulatory elements (cCREs), chromatin accessibility, and regulatory annotation using JASPAR (motifs), ENCODE (cCREs, ChIP-seq), RegulomeDB (regulatory variant scoring), UCSC. Use for regulatory element annotation, TF-binding-site prediction, and regulatory-region functional impact assessment.

Retrieve DNA/RNA/protein sequences from NCBI and ENA with disambiguation. Quality hierarchy: RefSeq (NM_/NP_) > RefSeq predicted (XM_/XP_) > GenBank submissions. Use for fetching specific sequences by accession, gene-symbol-to-sequence lookup, transcript-isoform retrieval, and curated-vs-raw-submission preference.

Drug and chemical toxicity assessment via adverse outcome pathways (AOPs), real-world FAERS adverse event signals, FDA labels, and toxicogenomic associations. Triangulates molecular initiating event to cellular outcome to organ-level toxicity to clinical adverse event. Use for hepatotoxicity/cardiotoxicity/nephrotoxicity prediction and toxicology reports.

Functional annotation of protein variants — ProtVar structural/functional context, ClinVar clinical classifications, gnomAD population frequencies, CADD deleteriousness, ClinGen gene-disease validity. Use for variant annotation pipelines, missense effect prediction, and protein-level variant interpretation with functional context.

Use when adding, auditing, or editing .github/dependabot.yml — groups minor and patch updates per ecosystem (majors stay individual), and adds a 7-day cooldown so churning releases settle before a PR opens.

TypeScript changes since training cutoff (latest: 5.9) — import defer, --module node20, ArrayBuffer breaking change, TypeScript 7 native Go port (tsgo). Load before working with TypeScript.

Guide pour la migration incrémentale de codebases JavaScript vers TypeScript. Couvre la configuration tsconfig, la migration fichier par fichier, les stratégies de typage pour le code legacy, la gestion du `any` et les pièges courants. À utiliser quand l'utilisateur veut convertir du JS en TS, ajouter des types au code existant, configurer TypeScript dans un projet JS ou améliorer la sûreté de typage.

Remove a repo from the unified repos list and delete its local clone.

Use when updating docs, syncing CLAUDE.md or README.md, fixing stale documentation, or refreshing project rules and skills. Keeps docs aligned with code changes.

Use when working with stacked branches, managing dependent PRs/CRs, or uncertain about git-spice commands (stack vs upstack vs downstack) - provides command reference, workflow patterns, and common pitfalls for the git-spice CLI tool

Use when starting any conversation, when the user asks "what should I do", "help me", "how do I use shipyard", or "where do I start". Establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions. Also use when unsure which skill or command applies to the current situation.

Privacy and shielded transactions on Base via Veil Cash - ZK-based anonymous transfers

Use when asked to "verify acceptance criteria", "check criteria", or "verify the implementation against the plan" during active feature development. Do NOT trigger for issue management (close issue, comment), worktree cleanup, or post-merge/post-PR operations.

Windows lateral movement playbook. Use when pivoting between Windows hosts via PsExec, WMI, WinRM, DCOM, RDP, pass-the-hash, overpass-the-hash, or pass-the-ticket techniques.

Execute work plans efficiently while maintaining quality and finishing features

Bootstrap a workspace for the engineer-toolkit plugin's Jira-driven dev workflow — checks plugin prereqs, CLI binaries (git, dotnet), prompts for user-specific config, scaffolds a small user-owned CLAUDE.md plus the plugin-managed workflow doctrine, and migrates pre-split workspaces.

# Wyze Camera Skill

XXE playbook. Use when XML, SVG, OOXML, SOAP, or parser-driven imports may resolve external entities, files, or internal network resources.

Zephyr RTOS skill for embedded development. Use when building Zephyr applications with west, configuring boards and targets, working with Kconfig and devicetree, using the Zephyr shell and logging subsystem, or running on the native_sim target. Activates on queries about Zephyr, west build, Kconfig, devicetree, Zephyr logging, west flash, board targets, or native POSIX simulation.

Set up and use 1Password CLI for sign-in, desktop integration, and reading or injecting secrets.

Expert in Three.js, 3D graphics, and interactive 3D visualizations

Parse and validate Drupal configuration YAML files for best practices compliance

Knowledge engineering pipeline that transforms messy human intent and repository analysis into living operational domain profiles

Rough cycle time and cost estimation for CNC machined parts. Uses MNMUK plant capabilities and standard estimating factors. USE WHEN user says 'quote', 'estimate', 'cycle time', 'how long', 'cost estimate', 'pricing', 'how much to make', or describes a part needing a rough quote.

Generate and verify web scraper scripts using Actionbook's verified selectors. Auto-validates generated scripts and fixes errors.

Use when you need to query, add, and update DNS records via aliyun-cli, including CNAME setup for Function Compute custom domains.

Trending products and rising categories discovery for Amazon sellers. Analyzes Best Seller Rank patterns, seasonal trends, new release momentum, and emerging niches. Identifies product opportunities before they peak. Use when the user asks about what's trending on Amazon, hot products, rising categories, seasonal opportunities, viral products, what to sell next, emerging niches, or early-mover opportunities. Also trigger for questions like 'what should I sell now?', 'what products are doing well?', 'find me trending niches', or 'what's hot on Amazon?'.

Austrian public transport (VOR AnachB) for all of Austria. Query real-time departures, search stations/stops, plan routes between locations, and check service disruptions. Use when asking about Austrian trains, buses, trams, metro (U-Bahn), or directions involving public transport in Austria.

Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target

ALWAYS use when working with Angular Deferrable Views, @defer, lazy loading components, or deferred loading in Angular.

ALWAYS use when working with Angular DestroyRef, takeUntilDestroyed, or cleanup in Angular.

ALWAYS use when working with Angular Injector, inject() function, Provider, or dependency resolution in Angular.

ALWAYS use when testing Angular applications with Jest, configuring Jest, or migrating from Jasmine/Karma to Jest.

ALWAYS use when working with Angular Route Resolvers, data pre-fetching, or loading data before route activation.

ALWAYS use when working with Angular Schematics, custom generators, code generation, or building CLI tools in Angular.

ALWAYS use when working with Angular Signals and HttpClient, toSignal, toObservable, or HTTP with signals.

Use this skill when creating or controlling sprite animations in Phaser 4. Covers spritesheets, atlases, AnimationManager, AnimationState, play/stop/chain, frame callbacks, and animation events. Triggers on: sprite animation, spritesheet, play animation, animation frames.

Save an archival summary of an AI conversation to Nathan's Obsidian vault, using the Thinking note template and vault folder conventions to capture intellectual journeys, key insights, and technical logs. Use when archiving a chat session to the vault.

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.

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.

Completes or cancels multiple items at once — closes out features, cleans up old work, and archives completed workstreams. Use when a user says: close out this feature, complete everything under X, cancel this workstream, clean up old items, bulk complete, finish this feature, or archive completed work.

Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.

# {{SERVICE_NAME_PASCAL}} BFF Skill

Use when configuring public vs authenticated access in Bknd. Covers anonymous role setup, unauthenticated data access, public/private entity patterns, mixed access modes, and protecting sensitive entities while exposing public ones.

Use when managing user sessions in a Bknd application. Covers JWT token lifecycle, session persistence, automatic renewal, checking auth state, invalidating sessions, and handling expiration.

Set up a new repository with Blueprint intent-capture structure from scratch. Use when creating a new project and the user wants to establish specs, ADRs, and patterns from the beginning.

Story brainstorming capture: minimal notes that preserve creative freedom. Use when exploring narrative ideas, discussing characters, planning chapters, or thinking through story possibilities.

Brainstorming and brainwriting skill applying classic rules, 6-3-5, reverse brainstorming, SCAMPER, round-robin, nominal group technique, silent brainstorming, crazy 8s, and HMW framing. Generates, facilitates, or documents idea sessions with affinity clustering, multi-criteria evaluation, and Mermaid diagrams with optional PNG export.

Build a distributable DMG for a macOS Xcode project by resolving the project, scheme, signing/export inputs, then running the local helper script that archives, exports, and packages the app. Use only when the user explicitly asks to build or package a DMG.

Map the buying committee at a target account. Identifies decision-makers, prioritizes who to engage, and surfaces gaps and multi-thread risks. Leads with a TL;DR (top 3 to engage, biggest gap, multi-thread risk), uses compact tables, and deep-researches top stakeholders to catch stale records. Identify the account by ZoomInfo account/company ID (preferred) or by company name, domain, or ticker (which triggers a lookup step). Include detailed context on the deal, situation, and persona priorities driving the map.

Fetch the vesting schedule for ONE specific grant or holder — options (ISO/NSO), RSUs, SARs, or CBUs. Use for "how much has [name] vested", "when does [name]'s cliff hit", "vesting progress for [name]", cliff dates, settlement, or unvested shares. NOT for portfolio-level / all-employees aggregate vesting.

Create, list, and load multi-session chain links that capture work context for later continuation. Use when you want to save current progress, resume a project from a prior session, or inspect chain history. Triggers: chain link, chain load, chain list, save context, resume work, continue later, session handoff.

Static analysis of UEFI/BIOS firmware dumps using Intel's chipsec framework. Decode firmware structure, detect known malware and rootkits (LoJax, ThinkPwn, HackingTeam, MosaicRegressor), generate EFI executable inventories with hashes, extract NVRAM variables, and parse SPI flash descriptors. Use when analyzing firmware .bin/.rom/.fd/.cap files offline without requiring hardware access.

Audits and improves CLAUDE.md files to make Claude more compliant and effective. Use when the user says "optimize my CLAUDE.md", "my claude.md is too long", "improve my claude instructions", "claude isn't following my instructions", or any time they want to improve how Claude behaves in their project. CLAUDE.md is loaded on every turn — bloated instructions dilute the signal.

Code context operations for symbol lookup, search, grep, call graph, and blast radius analysis. Use when the user says "blast radius", "who calls this", "find symbol", "find references", "go to definition", "symbol lookup", "callgraph", "find callers", "what calls this function", or "what's affected if I change this". Also use proactively before modifying code to understand structure, dependencies, and impact — list symbols, get callgraph (inbound), and get blastradius before touching any function, type, or file. Provides indexed, structural code intelligence that is faster and more precise than raw text search.

Commands vs Skills - choosing between commands/ and skills/ for slash commands

Sets up or edits the plugin configuration file interactively. Use on first-time setup, when config is missing, or when the user wants to change settings.

Run Part 12 — the continuous improvement loop. Aggregates market + operating signals into product/offering recommendations. Runs alongside live operations, not as a one-time activity.

Automatically extract patterns, best practices, and reusable knowledge from construction automation sessions to improve future performance.

Cost estimation using multiple techniques — three-point (PERT), analogous, parametric, and bottom-up — with explicit confidence, ranges (optimistic / most-likely / pessimistic), cost breakdown by category, sensitivity analysis against key drivers, and contingency recommendations. Produces Mermaid diagrams for cost breakdown and range comparison with optional PNG export.

Creates WPF FlowDocument for rich text display with Paragraph, Table, List elements. Use when building document viewers, rich text editors, or printable reports.

Database access patterns for performance. Separate read/write models, avoid N+1 queries, use AsNoTracking, apply row limits, and never do application-side joins. Works with EF Core and Dapper.

Start structured red vs. blue team debates via subagents. Use when exploring a topic from multiple adversarial perspectives.

⚡ PRIMARY SKILL for: 'how does X work', 'investigate', 'analyze architecture', 'trace flow', 'find implementations'. PREREQUISITE: code-search-selector must validate tool choice. Launches codebase-detective with claudemem INDEXED MEMORY.