Attach local screenshots or videos to a GitHub pull request body or comment with gh, then verify the published attachment URLs. Use when publishing PR evidence or when create-pr has visual evidence to include.

Add, update, or delete MPS nodes using JSON blueprints — covers the unified blueprint format, staged construction for large subtrees, validation, and reference repair. Use whenever creating, editing, or restructuring nodes in any MPS model (structure, editor, behavior, generator, application code, etc.).

Use when the user asks to install, initialize, integrate, upgrade, or document GitHub Spec Kit. Creates a repository-specific constitution and SPECKITINIT.md with complete copy-paste workflows using the public workflow catalog. Do NOT use to implement application features; use the installed Spec Kit implementation command.

Implement the Entrepreneurial Operating System (EOS) to align vision and execution across a company. Use when the user mentions "EOS", "Entrepreneurial Operating System", "V/TO", "quarterly rocks", "Level 10 meetings", "accountability chart", "IDS process", "my company feels chaotic", "we keep having the same problems", or "get the whole team aligned". Also trigger when a growing company needs meeting structure, goal-setting frameworks, or a systematic way to solve recurring organizational issues. Covers the six EOS components: Vision, People, Data, Issues, Process, Traction. For team motivation design, see drive-motivation. For lean experimentation, see lean-startup.

Formulate and audit real strategy using Richard Rumelt's "Good Strategy Bad Strategy": an honest diagnosis, a guiding policy, and coherent action instead of goals, vision, and wishful thinking. Use when the user mentions "good strategy bad strategy", "strategy kernel", "diagnosis guiding policy coherent action", "our strategy is just goals", "strategic planning", "mission vs strategy", "annual plan", or "is this actually a strategy". Also trigger when auditing a strategy doc or pitch deck for fluff, turning a goal list into real strategy, formulating strategy for a product or company, or finding leverage and proximate objectives. Covers the kernel of strategy, bad-strategy detection, and sources of power. For product positioning, see obviously-awesome. For uncontested markets, see blue-ocean-strategy.

Prepares and publishes new releases of the ruby-git gem including version bumps, changelog updates, tagging, and gem publishing. Use when preparing a release or checking release readiness.

Guide the user through installing, configuring, and launching voxtype — local on-device voice dictation (speech-to-text that types wherever the cursor is). Use when the user asks to install voxtype, set up voice dictation / voice typing, or asks how to dictate into their editor, terminal, or a coding agent's prompt.

SeedOmni development guidance for Open-VeOmni. Use when adding or modifying `veomni/models/seed_omni/`, Omni modules, module mixins, CPU preprocessors, conversation carrier handling, training or generation graph YAML, SeedOmni split-checkpoint scripts, per-module accelerators, distributed/eager Omni inference, or SeedOmni validation. Triggers include: new OmniModule, modify SeedOmni module, wire graph, update `training_graph` or `generation_graph`, split SeedOmni checkpoint, add Preprocessor, change conversation_list flow, configure per-module FSDP2/DDP/emb/ep, or debug SeedOmni train/infer graph behavior.

Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing, query CUR with Athena, detect cost anomalies, scope costs to billing views, and monitor Free Tier usage. Triggers on: AWS bill, cost analysis, reduce spend, savings plan, reserved instance, right-size, budget alert, cost optimization, pricing, free tier, cost anomaly, CUR, cost audit, billing view, billing view ARN.

Reviews GitHub pull requests through specialist review agents, runs repository validation, verifies corrections, aggregates findings, and posts the result. Scales reviewers to risk by default (code review alone for small or mechanical changes; code, seam, and simplification review for contracts, state, and security); the operator can add scopes or explicitly request only selected scopes. Use when the operator asks to review a PR, re-review fixes, check whether a PR is ready to merge, run review agents, or invokes /prp-review.

Reviews GitHub pull requests through specialist review agents, runs repository validation, verifies corrections, aggregates findings, and posts the result. Scales reviewers to risk by default (code review alone for small or mechanical changes; code, seam, and simplification review for contracts, state, and security); the operator can add scopes or explicitly request only selected scopes. Use when the operator asks to review a PR, re-review fixes, check whether a PR is ready to merge, run review agents, or invokes /prp-review.

Use when the user asks to "write SEO content", "draft a blog post / landing page", "update outdated content", or "fix traffic/ranking decay"; two modes — new drafts pages with keywords, headers, snippets, and evidence boundaries; refresh scores decay, prioritizes update work, and produces a republish plan with GEO guidance. Not for AI-citation/GEO readiness scoring — use geo-content-optimizer; not for publish-gate scoring — use content-quality-auditor. SEO文章写作/内容更新/排名恢复

Use when the user asks to "build a win-back campaign", "re-engage lapsed subscribers", "run a re-permission / re-consent sweep", or "sunset my dead list"; produces a closed-loop reactivation program — a lapsed-cohort definition, a staged offer ladder, a re-consent (re-permission) capture step, and a sunset-confirm / suppression rule. Owns none of the SEND-N sub-item notes: engagement-decay / sunset is email-sequence-designer's and preference-center / frequency options is preference-frequency-manager's — this skill references those notes, it does not re-emit them. Not for the general lifecycle flows (welcome/cart/post-purchase) — use email-sequence-designer; not for the preference-center / opt-down ladder — use preference-frequency-manager; not for the consent record itself — use consent-registry; not for computing EQS or the N1 veto — use email-quality-auditor. 流失召回/重新授权/沉默用户清理

Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results. It applies only a precommitted owner-approved action rule; the statistical helper never chooses a business action. Not for producing variants — use ad-creative-builder; not for reading back one shipped change — use paid-measurement-loop. 广告AB测试设计/实验设计/显著性判定/增效测试

Add WhatsApp emoji reaction support — receive, send, store, and search reactions.

Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents. Handles kernel syntax translation, 0-indexed to 1-indexed conversion, broadcasting differences, memory layout (row-major to column-major), type system mapping, and launch API differences. Use when converting, porting, or translating cuTile Python kernels to Julia cuTile.jl, or debugging/optimizing existing Julia cuTile translations.

Use when a user needs to get started with CDF Auto-Labeling, plan a scenario, run or debug a shipped cookbook, author prompts or cookbooks, migrate a pipeline, configure a stage, or pull the prebuilt stage containers from NGC (nvcr.io). Confirm critical inputs (data path, output path, endpoints) and ask when any are missing. This is a router: read the matching reference instead of inventing a workflow.

Integrate markstream-solid in SolidJS 1.9 or SolidStart apps. Use for reactive TSX, SSR and hydration, Markdown streaming/restoration, emitted KaTeX/Mermaid workers, scoped components and translations, virtual timelines, or standalone component/API usage.

Edit a small .gooo program, execute it, replay the saved execution and compare the observed change when a user wants to learn or try Gooo. General Go development does not need this skill.