Skill rating

Create, improve, merge, and validate portable Agent Skill packages with adaptive workflows and behavioral evals. Use when authoring or reconstructing SKILL.md packages.

Research, audit, or write evidence-backed landing-page messaging, proof, objections, and calls to action. Use when product, pricing, campaign, or waitlist pages need clearer positioning.

Plan, script, build, and verify Remotion product demos, walkthroughs, launch clips, and explainers. Use when a product or technical claim needs a storyboard or rendered video.

Audit, write, and implement interface language across actions, forms, states, errors, progress, and notifications. Use when product copy must match system behavior and voice.

Find your ideal customer profile from real paid and lost deals, with a report of triggers, disqualifiers and a 90-day plan. Use when deciding who to sell to, or why deals stall or don't renew.

Design, implement, or audit production AI features with model selection, streaming UX, tool use, safety, evaluation, observability, and cost controls. Use when building AI into an app.

Implement authentication, authorization, tenant isolation, sessions, and protected routes. Use when adding sign-in, identity sync, provider integration, account linking, roles, or access control.

Design, implement, validate, analyze, and conclude experiments or safe rollouts. Use when testing product behavior with flags, exposure tracking, metrics, staged releases, or A/B tests.

Create or reconcile scoped AGENTS.md, CLAUDE.md, and Cursor rules from repository evidence. Use when coding-agent guidance is missing, stale, duplicated, or conflicting.

Implement or repair Dodo Payments checkout, subscriptions, webhooks, entitlements, billing UI, refunds, and verification. Use when adding Dodo billing or auditing its full lifecycle.

Implement or audit Resend email with templates, queues, preferences, audiences, campaigns, webhooks, and delivery safety. Use when an app needs consent-aware email or Resend repair.

Implement or audit usage credits with atomic reservations, spending, grants, purchases, expiration, refunds, limits, UI state, and an immutable ledger. Use when an app meters consumable usage.

Plan, implement, audit, or review launches with positioning, assets, distribution, conversion, measurement, waitlists, and follow-up. Use when preparing or learning from a product launch.

Audit AI usage, billing, unit economics, routing, caching, batching, and optimization. Use when AI cost, margin, pricing, model choice, or savings must be measured or verified.

Research, write, audit, and improve cold messages, introductions, replies, and sequences. Use when contacting prospects, investors, partners, candidates, or other professional recipients.

Analyze behavioral segments, retention, activation, funnels, adoption, churn, and monetization. Use when product, event, billing, or qualitative data must inform a product decision.

Create or audit product briefs and buildable specs covering scope, flows, data, permissions, rollout, and acceptance. Use when planning a new product or a change before implementation.

Audit, implement, or verify technical SEO, indexation, content, schema, social previews, and AI discovery. Use when preparing or maintaining a live site for search and answer engines.

Assess venture fit, pitches, investors, round plans, meetings, and diligence. Use when founders are deciding whether to raise, preparing a raise, or improving an active fundraising process.

Plan, implement, or audit analytics, error monitoring, health checks, dashboards, and reporting. Use when designing events, consent-aware tracking, incident visibility, or observability.

Edit or audit prose for generic AI patterns while preserving voice, meaning, uncertainty, and format. Use when writing sounds synthetic, repetitive, over-polished, or unlike its author.

Run a production preflight across release scope, tests, builds, secrets, migrations, dependencies, configuration, observability, and rollback. Use when deploying, pushing, or approving a release.

Audit, write, and verify README files for adoption, operation, contribution, or internal orientation. Use when repository documentation is missing, inaccurate, or hard to follow.

Turn a verified git range into audience-appropriate changelog copy and optional visual assets. Use when preparing weekly updates, release summaries, or social changelog cards.

Facilitate, research, write, or audit decision records with options, evidence, tradeoffs, ownership, and review triggers. Use when a person or team must choose or document an approach.

Diagnose web-app performance across build, server, browser, database, and network paths. Use when investigating slowness, resource spikes, reload loops, regressions, bloat, or poor Web Vitals.

Design and implement production web interfaces from product, content, brand, and interaction evidence. Use when creating or redesigning pages, dashboards, workflows, or components.

Produce evidence-backed product or competitor teardowns and transferable principles. Use when analyzing positioning, copy, UX, onboarding, pricing, trust, design, or visible retention loops.

Audit, implement, and verify canonical URLs, social metadata, preview images, and share links. Use when shared routes are missing, stale, generic, private, or incorrect.

Edit supplied images while preserving product identity, exact copy, composition, and previously approved changes. Use when a supplied image needs reference-based edits or successive revisions.

Design, build, audit, or repair evidence-led landing pages by coordinating message, proof, structure, interface, and verification. Use when a marketing page must perform a clear job.

Audit and repair responsive interfaces from measured narrow-screen evidence without changing product intent. Use when a page clips, overflows, stacks poorly, or fails on touch.

Set up, extend, or audit Supabase schema, grants, RLS, migrations, typed clients, storage, and external auth. Use when integrating Supabase or repairing data access and tenant isolation.

Implement or audit Upstash Redis rate limits with trusted user, tenant, API-key, or IP identifiers, 429 headers, and outage behavior. Use when protecting Next.js routes from abuse or cost.

Audit and remove AI-like design and copy defaults using rendered evidence and confidence scoring. Use when reviewing an interface for generic or repetitive patterns.