Identifies who will read a piece of content, picks an appropriate number of representative readers (as few as cover everyone who must understand or act), reviews the draft through each reader's eyes, and aligns the content so every audience gets what it needs. USE FOR: issues, user stories, PR descriptions, release notes, announcements, ADRs, help articles, or reports where several audiences matter; "who will read this", "review this for the audience", "make this work for product owners and developers", "is this clear to a newcomer". DO NOT USE FOR: formatting the final text (use fusion-agent-content), testing a running app with personas (use fusion-simulated-user-eval), or publishing without confirmation.

Route WordPress build and audit requests to the right implementation path for a Studio-backed site. Use when the user wants WordPress work and it is not yet clear whether the task should be handled as site creation, theme work, a custom block, a plugin, or an audit.

Route WordPress build and audit requests to the right implementation path for a Studio-backed site. Use when the user wants WordPress work and it is not yet clear whether the task should be handled as site creation, theme work, a custom block, a plugin, or an audit.

Route WordPress build and audit requests to the right implementation path for a Studio-backed site. Use when the user wants WordPress work and it is not yet clear whether the task should be handled as site creation, theme work, a custom block, a plugin, or an audit.

Route WordPress build and audit requests to the right implementation path for a Studio-backed site. Use when the user wants WordPress work and it is not yet clear whether the task should be handled as site creation, theme work, a custom block, a plugin, or an audit.

Complete security remediation workflow. Scans code for vulnerabilities using Snyk, fixes them, validates the fix, and optionally creates a PR. Supports both single-issue and batch mode for multiple vulnerabilities. Use this skill when: - User asks to fix security vulnerabilities - User mentions "snyk fix", "security fix", or "remediate vulnerabilities" - User wants to fix a specific CVE, Snyk ID, or vulnerability type (XSS, SQL injection, path traversal, etc.) - User wants to upgrade a vulnerable dependency - User asks to "fix all" vulnerabilities or "fix all high/critical" issues (batch mode)

Complete security remediation workflow. Scans code for vulnerabilities using Snyk, fixes them, validates the fix, and optionally creates a PR. Supports both single-issue and batch mode for multiple vulnerabilities. Use this skill when: - User asks to fix security vulnerabilities - User mentions "snyk fix", "security fix", or "remediate vulnerabilities" - User wants to fix a specific CVE, Snyk ID, or vulnerability type (XSS, SQL injection, path traversal, etc.) - User wants to upgrade a vulnerable dependency - User asks to "fix all" vulnerabilities or "fix all high/critical" issues (batch mode)

Production patterns for LangGraph StateGraph workflows deployed on AWS Bedrock AgentCore. Use when building agentic AI workflows with LangGraph, deploying agents to AgentCore Runtime, adding interrupt-based human-in-the-loop review, or checkpointing workflows that run for days. Covers graph design, interrupt() HITL, checkpointing, 3-tier model routing with fallback chains, confidence calibration, Cedar policy enforcement, cost-aware pipeline design, Bedrock Foundation Models and Guardrails, MCP tools via AgentCore Gateway, and observability with LangSmith and CloudWatch. Not for insurance underwriting domain rules — see underwriting.

Picking with raycasting, camera controls, transform gizmos, drag, hover and box selection for three.js, identical under WebGL and WebGPU. Use when handling mouse, touch or keyboard input, detecting clicks on 3D objects, adding camera controls, or making scene objects interactive.

Deploys and manages full-stack web applications (Next.js, Angular) with Server-Side Rendering (SSR) using Firebase App Hosting. Use when deploying Next.js/Angular apps, configuring apphosting.yaml or firebase.json apphosting blocks, managing secrets, setting up GitHub CI/CD, or configuring Blaze billing requirements. Don't use for classic static web hosting, Auth, Firestore, Crashlytics, or Xcode.

Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.

Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.

The optional "make it fast" pass after a change is right. Reviews it for speed and efficiency (database queries, request time, test suite speed, and page responsiveness), verifies each finding, fixes what it can measure, and reports before-and-after numbers. Use when the user says "make it fast", "speed this up", "performance review", "why is this page slow", "check for N+1s", "the specs are slow", or "optimize this", or after `make-it-right` when a change adds or alters queries, endpoints, jobs, spec setup, or markup that loads images, embeds, frames, fonts, or scripts. Skip it for other copy, markup, or style changes: they have nothing to measure.

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

Audit YouTube Ads campaign setup, video inventory, Shorts, in-stream, CTV, creative, audiences, brand safety, bidding, and measurement. Use for YouTube Ads, video ads, pre-roll, bumper ads, skippable in-stream, Shorts ads, VAC migration, or CTV. Read-only; use ads-google for Google-managed campaign types and ads-optimize to change campaigns.

Audit TikTok Ads measurement, Pixel, mobile-first creative, audiences, Smart+, Shop and commerce campaigns, bidding, budgets, pacing, attribution, and policy. Use for TikTok Ads, TikTok Pixel, Smart+, TikTok Shop Ads, GMV Max, or Spark Ads. Read-only; use ads-server-side-tracking for server-side events and ads-optimize to change campaigns.

Audit Google Ads measurement, Search, Shopping, Performance Max, Demand Gen, YouTube-linked inventory, keywords and search terms, negative-keyword generation or review, creative assets, bidding, budgets, settings, and policy. Use for Google Ads, AdWords, Search campaigns, search terms reports, broad negatives, Shopping, Performance Max, PMax, Demand Gen, GAQL, or Google conversion tracking. Read-only; use ads-optimize to change campaigns.

Use Langfuse's disposable per-PR previews at pr-N.preview.langfuse.com (synthetic data only). Use for preview access, failed deployments, test-data seeding, kubectl debugging, or waking sleeping previews.

Use when writing, rewriting, or auditing Python docstrings that a documentation site is generated from, or when docstrings are long, narrate the code, or leave a reader of the generated reference unable to find their way. Triggers - "audit the docstrings", "docstring slop", "docstrings as documentation", "the API reference reads badly", "rewrite these docstrings".

Use when completing and archiving a change after all tasks are done and specs are synced. Triggers: "archive the change", "complete this change", "close out the change", "finish the change", "archive".