ericrisco

@ericrisco source repo

272 skills
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17 hours ago last updated

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Runpod · ericrisco bundle
Use when running GPU compute on RunPod and deciding between Pods (hourly, always-on) and Serverless (per-second, autoscaling) for training, fine-tuning or inference — serverless endpoints, handler workers, worker Docker templates, network volumes, timeout and worker-count tuning, cold starts, and runaway bills. NOT Python-native serverless GPU with snapshot autoscaling (that is `modal`), NOT calling hosted prebuilt model APIs (that is `replicate`), NOT pulling weights from the Hub (that is `huggingface`).

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Stripe · ericrisco bundle
Use when wiring an app to Stripe for payments, subscriptions, Checkout, webhooks or the billing portal — adding a paywall or paid plan, charging recurring fees, and debugging why a completion event never fires, why signature verification fails, or why a webhook fires twice and duplicates the order. NOT a generic non-Stripe inbound event receiver (that is `webhooks`), NOT the invoice document's legal form (that is `invoicing`), NOT deciding what to charge (that is `pricing`).

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Svelte · ericrisco bundle
Use when building, reviewing or fixing Svelte 5 (runes) and SvelteKit code — components with the rune primitives, rune modules versus stores, file routing, universal versus server load functions, form actions with progressive enhancement, remote functions, SSR/CSR/prerender choices, and adapters. Covers migrating Svelte 4 reactive statements to runes and hydration mismatches. NOT Next.js or RSC (that is `nextjs`).

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Unreal · ericrisco bundle
Use when building, scripting or debugging a game in Unreal Engine 5 with Blueprint or C++ — the gameplay framework (Actor, Pawn, Character, GameMode, PlayerController), Actor lifecycle and tick, the reflection macros and garbage collection, Enhanced Input, multicast delegates, UMG widgets, Paper2D, and Blueprint-to-C++ parity in both directions. NOT Godot (that is `godot`), NOT Unity or MonoBehaviour (that is `unity`), NOT language-only C++ memory and RAII questions with no Unreal types (that is `cpp`).

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Unslop · ericrisco bundle
Use when a written text must be audited against a named catalogue of AI tells before it ships: puffery, `not just X but Y`, the rule of three, em dashes, filler, hedging, abstract metaphor nouns. Names each hit and fixes it. NOT the register rewrite in the user's own voice (that is `bro`), NOT a reusable voice guide (that is `brand-voice`).

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Vercel · ericrisco bundle
Use when operating an already-chosen Vercel project from the CLI or its config file — preview versus production deploys, debugging builds, pushing and pulling env vars across environments, custom domains, function runtime, duration and regions, crons, rewrites and headers, and deployment protection. NOT host choice, Docker or CI (that is `deployment`), NOT Next.js app code or next.config (that is `nextjs`), NOT DNS records or registrar transfers (that is `domains-dns`).

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Verify · ericrisco bundle
Use when implementation is finished and about to be called done or merged — the rsc-sdd evidence gate: runs the stack's scripts/verify.sh (lint, type, test, audit), walks every task done-check and acceptance criterion, records a dated verdict. NOT judging the diff by eye (that is `review`, spec-less `code-review`), NOT diagnosis (that is `debug`).

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Zapier · ericrisco bundle
Use when operating Zapier from an agent through the official hosted Zapier MCP server — connecting with a bearer key, discovering an app's actions, enabling one, and invoking a read or write action or firing a Catch Hook trigger across thousands of apps by natural language. Note there is no public API for creating or updating your own Zaps on a normal account, so say so and route onward. NOT deciding what a flow should be or its error and dedup design (that is `automation-flows`), NOT workflow CRUD, which `n8n` and `make` do support.

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Analyze · ericrisco bundle
Use when constitution, spec, plan and tasks all exist and you want them cross-read against each other before any code is written — the rsc-sdd pre-implementation gate. Reports coverage gaps, contradictions, duplication, ambiguity and scope drift; edits nothing. NOT the task breakdown (that is `tasks`), NOT the coding (that is `implement`), NOT the post-code test gate (that is `verify`), NOT resolving ambiguity (that is `clarify`).

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Angular · ericrisco bundle
Use when building, refactoring, or debugging Angular (v20/21+): standalone components, signals, zoneless change detection, @if/@for/@defer control flow, inject() DI, resource()/httpResource(), RxJS interop, NgRx SignalStore, ng CLI. NOT React (that is react), NOT Next.js (that is nextjs), NOT a TypeScript language question (that is typescript).

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Backups · ericrisco bundle
Use when designing or auditing a backup-and-restore program that must survive a real disaster: setting defensible RPO/RTO targets, laying out 3-2-1-1-0 copies that are offsite and immutable, wiring point-in-time recovery, and proving restores work on a schedule. NOT tuning Postgres internals or writing the archive_command (that is `postgresdb`).

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Chatbot · ericrisco bundle
Use when a support or sales bot on a live website must behave: persona/system prompt, grounding so it cannot invent prices or policy, jailbreak and injection defense, the human handoff, launch metrics and kill switch. NOT the agent loop or RAG index under it (that is `building-agents`), NOT a human answering one ticket (that is `customer-support`).

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Clarify · ericrisco bundle
Use when a spec exists and must be de-risked before planning — hunt its ambiguities, unstated assumptions and edge cases, ask the few build-changing questions, bake the answers back into the spec. The rsc SDD gate between `specify` (writes the spec) and `plan` (designs the build). NOT the cross-artifact consistency check (that is `analyze`).

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Coolify · ericrisco bundle
Use when self-hosting apps and databases with Coolify on a VPS you own — install, first-admin lockdown, Git-to-deploy (Nixpacks/Dockerfile/compose), managed Postgres/Redis, scheduled S3 backups, domains + auto-SSL. NOT a PaaS someone else runs (that is `railway`), NOT sizing/hardening the box (that is `hetzner`), NOT authoring Dockerfiles (that is `docker`).

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Fastapi · ericrisco bundle
Use when building, reviewing, testing, securing or shipping a FastAPI / async Python service — routers, Pydantic v2 schemas, dependency injection, async SQLAlchemy 2.0, OAuth2/JWT, ASGITransport tests, production wiring. NOT language-level Python or packaging (that is `python`), NOT engine-level SQL (that is `postgresdb`), NOT framework-agnostic REST contracts (that is `api-design`).

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Flutter · ericrisco bundle
Use when building, structuring, testing or optimizing a Flutter app — feature-first layering, Riverpod 3 or Bloc, typed go_router, freezed models, a dio data layer, Material 3, jank hunting, widget/golden tests. Targets Flutter 3.44 / Dart 3.12. NOT React Native (that is `react-native`), NOT Compose Multiplatform (that is `compose-multiplatform`).

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Harness · ericrisco bundle
Use when governing a workspace's control plane, code or not — the `01-TOOLS/` tooling layer, the `02-DOCS/` chaos→knowledge wiki, the root Knowledge map. Audits it, migrates legacy `XX-*` folders, scaffolds provider tooling, sweeps the inbox, writes root CLAUDE.md/AGENTS.md. NOT the bootstrap front door (that is `init`, which hands off here).

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Hetzner · ericrisco bundle
Use when provisioning or hardening a Hetzner Cloud VPS: picking the plan/location (CX/CPX/CAX/CCX), bringing it up reproducibly with hcloud + cloud-init, locking down SSH, and wiring the Cloud Firewall to hand off a Docker-ready host. NOT app deploys on Coolify (that is `coolify`), NOT Dockerfiles (that is `docker`), NOT another provider (that is `digitalocean`).

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Laravel · ericrisco bundle
Use when building or extending a Laravel 11/12 app — Eloquent models, migrations and relationships, routing with controllers and Form Requests, queues and background jobs, framework-native security (validation, mass-assignment, policies, signed URLs, rate limiting), and Pest/PHPUnit feature tests. NOT pure PHP language or toolchain work (that is `php`).

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Mongodb · ericrisco bundle
Use when modeling MongoDB documents (embed versus reference, the 16MB cap, bucket and subset patterns), choosing or fixing indexes (compound order by the ESR rule, partial, TTL, multikey, reading explain), writing aggregation pipelines that stay index-eligible, running multi-document transactions with retry, or operating and securing a deployment (replica set, read/write concern, Atlas tiers, Vector Search, Queryable Encryption). MongoDB 8.2, driver-agnostic. NOT relational schema, SQL or EXPLAIN ANALYZE (that is `postgresdb`).

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Netlify · ericrisco bundle
Use when deploying or operating a site on Netlify — writing or fixing netlify.toml, authoring Functions or Edge Functions, redirects, rewrites and headers, env vars per deploy context, and shipping via the Netlify CLI. NOT deploying to Vercel (that is `vercel`).

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Phoenix · ericrisco bundle
Use when building an Elixir web app with Phoenix — contexts, Ecto schemas, changesets and migrations, LiveView, channels and PubSub, the generators, and the boundary between domain logic and the web layer. Covers the classic LiveView over-rendering and Ecto N+1 traps. NOT pure OTP work with no web or Ecto layer — GenServers, supervision trees, releases (that is `elixir`).

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Podcast · ericrisco bundle
Use when planning, recording, editing or publishing one podcast episode end to end — the run-of-show and guest brief, recording settings, the loudness master, the Podcasting 2.0 sidecars for chapters and transcripts, the RSS item, and timestamped SEO show notes. Covers audio that is quiet on one platform and loud on another, feeds rejected for bad artwork, and chapters that will not appear in the app. NOT clipping the episode into social posts (that is `social-publisher`), NOT cutting the vertical short (that is `video-shorts`).

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Pricing · ericrisco bundle
Use when setting or resetting what a product or service charges and how it is packaged — list price, margin floor, tiers, the value metric, the pricing model (flat, seat, usage, outcome or hybrid), discount rules and purchasing-power localisation. NOT issuing the actual bill (that is `invoicing`), NOT implementing prices in a billing system (that is `stripe`).

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Railway · ericrisco bundle
Use when deploying an app to Railway — pushing a repo or running railway up, provisioning a managed database, wiring env and reference variables across services, attaching a volume, or fixing a deploy that builds but will not serve. NOT Render (that is `render`), NOT Fly machines (that is `fly-io`), NOT a self-hosted PaaS on your own box (that is `coolify`).

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Scaling · ericrisco bundle
Use when traffic is growing or about to spike and the system bends under concurrency — deciding what to add and in what order (cache, connection pool, async queue, read replica, more instances) and proving it with a load test against explicit RPS and p95 targets rather than guessing. NOT making one slow request faster or profiling an N+1 (that is `performance`), NOT race-free Redis caches, locks and queue semantics (that is `redis`).

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SEO Geo · ericrisco bundle
Use when one existing page needs to rank in Google AND get cited by AI answer engines — auditing a URL for on-page SEO, structured-data JSON-LD, GEO citation levers, Core Web Vitals, crawlability, and AI-bot access in robots.txt. NOT writing the article body (that is `article-writing`), NOT keyword research or content strategy (that is `content-engine`).

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Shopify · ericrisco bundle
Use when building or customizing a Shopify store across its three code surfaces — themes (Liquid, Online Store 2.0 sections, blocks and JSON templates), apps (Remix with the versioned GraphQL Admin API and its query-cost model), and checkout (UI extensions, Functions, Web Pixels), plus the CLI flow and checkout-extensibility migration. NOT WooCommerce or PHP stores (that is `wordpress`), NOT the React layer of a headless storefront (that is `nextjs`), NOT non-Shopify payment integrations (that is `stripe`).

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Show Me · ericrisco bundle
Use when the user needs to see how something works instead of reading about it: picks the smallest visual that carries the point — pseudocode, call tree, file tree, component tree, Mermaid, a shaped diff, or one HTML page. NOT visual identity (that is `design-loop`), NOT slides (that is `presentations`), NOT a from-zero explainer (that is `eli5`).

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Specify · ericrisco bundle
Use when a feature, change, or product idea is still fuzzy and must become an approved WHAT/WHY spec before any planning or code — the brainstorming front door of SDD. Turns a one-line intent into problem, goals, users, scope, behaviour and acceptance criteria, via frontier-round dialogue and 2-3 approaches with a recommendation, carrying zero implementation detail. Fires whenever someone jumps to HOW before WHAT is agreed, in any language. NOT the technical plan (that is `plan`), NOT the de-risking ambiguity sweep (that is `clarify`), NOT project-wide principles (that is `constitution`).

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Suggest · ericrisco bundle
Always-on. Use whenever the current user turn would clearly benefit from an rsc skill that is not yet installed — detect the gap during normal agent use, name the skill, and (with a one-word confirm) install it via `npx @ericrisco/rsc add <id>`. Triggers on capability intent in any language: building technology, creating content/assets, automating workflows, analyzing data, connecting tools, shipping/deploying, security, business ops, marketing, education, research, or company/documentation harness work.

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Unsloth · ericrisco bundle
Use when fine-tuning an open-weight LLM fast on ONE GPU with low VRAM — Unsloth's fast model loaders with 4-bit QLoRA and the trl trainer, response-only loss masking so the prompt is not trained on, GRPO reasoning fine-tunes, and export to merged 16-bit, GGUF or the Hub. NOT whether, why or which method to fine-tune (that is `finetuning`), NOT running the exported GGUF locally (that is `ollama`), NOT serving-engine flags and throughput (that is `vllm`), NOT building the JSONL dataset (that is `training-data`).

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Webinar · ericrisco bundle
Use when planning, promoting or running a webinar meant to convert — deciding the offer before the title, building the registration and reminder funnel, scripting the run-of-show, and splitting post-event follow-up by segment. Covers a low live attend rate, attendees who do not buy, and the transition into the pitch. NOT the slide visuals themselves (that is `presentations`), NOT the registration page copy (that is `landing-copy`).

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AI Media · ericrisco bundle
Use when a creative goal must become a finished media file: pick and order generative-media models per modality — AI voiceover, image-to-video clips, score — then glue them with ffmpeg (mux, duck, loudnorm, concat). NOT still-image generation/editing (that is `replicate-images`); NOT code-rendered React compositing (that is `remotion-video`).

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Dynamodb · ericrisco bundle
Use when modeling or operating a DynamoDB table: deriving partition/sort keys from access patterns, single-table vs table-per-entity, adding a GSI/LSI, on-demand vs provisioned capacity, or diagnosing hot-partition throttling. NOT relational schema/SQL/EXPLAIN (that is `postgresdb`), NOT aggregation-pipeline document modeling (that is `mongodb`).

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Electron · ericrisco bundle
Use when building, hardening, or shipping a cross-platform Electron desktop app — main/renderer/preload process model, typed contextBridge IPC, locking down nodeIntegration/contextIsolation/sandbox/CSP, or packaging with signing and auto-update. NOT a Rust-backed shell on the native webview (that is tauri), nor the web UI inside it (that is react).

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Firebase · ericrisco bundle
Use when building on Firebase — Firestore data modeling, Security Rules, Auth and custom claims, Cloud Functions, Storage, modular Web/Admin SDK imports — including symptoms like a database open to the internet, a query rejected by rules, or a doc stuck at ~1 write/sec. NOT managed-Postgres BaaS with SQL and RLS (that is supabase).

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Lead Gen · ericrisco bundle
Use when building and qualifying a prospect list before anyone reaches out — a falsifiable ICP, named accounts/contacts from Apollo/ZoomInfo/Clay, deduped against the CRM, tiered by fit+intent+engagement. NOT writing or sending the outreach (that is cold-outreach), NOT tracking the deal after first contact (that is sales-pipeline).

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Parallel · ericrisco bundle
Use when two or more pieces of work are genuinely independent — disjoint files, no shared state, no ordering edge — and should fan out across subagents, then be gathered and reconciled under a combined test suite. Decides WHAT can run concurrently; NOT the isolation it runs in (that is `worktrees`), NOT the per-unit TDD loop (that is `implement`).

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Roast Me · ericrisco bundle
Use when someone wants an honest, comedic audit of their own prompting — reads their past agent transcripts, scores prompt quality and compute efficiency, names their worst habits, builds a model-selection cheat sheet. NOT reviewing code an agent produced (that is `code-review`), NOT prompting technique in general (that is `prompt-engineering`).

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Sdd Init · ericrisco bundle
Use when calibrating an existing repo for the rsc SDD chain: detect stack, package manager, test runners and apply/verify commands, refresh the skill registry, and write the runtime config at 02-DOCS/wiki/sdd/config.yaml. NOT the dispatcher that routes SDD phases (that is `sdd`), NOT first-contact user/workspace bootstrap (that is `init`).

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Solid JS · ericrisco bundle
Use when building, reviewing or debugging a SolidJS app — signals, stores, effects, memos and resources, and JSX that compiles to real DOM with no virtual DOM. Covers the classic traps: a signal that does not update the UI, For versus Index, effect loops, components that run once, and props losing reactivity when destructured. NOT React's re-render model (that is `react`).

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Supabase · ericrisco bundle
Use when building on Supabase as a backend over managed Postgres — wiring the supabase-js or SSR client, writing or debugging Row Level Security, cookie-based Auth, Storage buckets, Realtime, and Edge Functions, including local versus server JWT verification and the service-role key. NOT raw Postgres tuning (that is `postgresdb`).

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Vue Nuxt · ericrisco bundle
Use when building or reviewing a Vue 3 + Nuxt 4 app — `<script setup>` reactivity, SSR/SSG/hybrid `routeRules`, the `app/`+`server/` layout, SSR-safe fetching (`useFetch`/`useAsyncData`) and state (`useState`/Pinia), Nitro routes, hydration mismatches, Nuxt 3→4 migration. NOT React/RSC (that is nextjs), NOT a static islands site (that is astro).

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Webhooks · ericrisco bundle
Use when building the receiving end of a webhook — a provider-agnostic endpoint that proves pushed events are authentic and never processes one twice: raw-body HMAC, ~5-min replay window, idempotency on the event id, fast-ack-then-queue. NOT the Stripe-Signature scheme (that is stripe), NOT outbound clients you call (that is api-connector-builder).

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Analytics · ericrisco bundle
Use when instrumenting product or web analytics — GA4/PostHog SDK wiring, event taxonomy, funnels, double-counted events, consent gating, PII scrubbing. NOT charting that data (that is dashboard), NOT choosing which metrics matter (that is kpi-framework), NOT experiment math (that is ab-testing), NOT cookie-policy text (that is gdpr-privacy).

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Community · ericrisco bundle
Use when building or running a persistent two-way community space — Discord, Telegram, Circle: platform choice, structure, onboarding, native→bot→human moderation, rituals, growth loops, health metrics. NOT churn of paying product customers (that is `retention`), NOT broadcast email (that is `newsletter`), NOT one live event (that is `webinar`).

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Contracts · ericrisco bundle
Use when drafting or reviewing business contracts and clauses in plain language — NDAs, MSAs, SOWs, contractor agreements, risk boilerplate (liability caps, indemnity, force majeure, termination, IP) — or redlining a counterparty's paper. NOT consumer Terms of Service (that is terms-conditions) and NOT the signing workflow (that is e-signature).

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Dashboard · ericrisco bundle
Use when building or fixing a KPI dashboard decision-makers must read in one screen: which metrics earn a tile, how each tile is framed to answer a decision, and which chart fits it. NOT defining the metrics or their targets (that is kpi-framework), wiring the data (that is analytics), or writing a narrative status report (that is reporting).

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Implement · ericrisco bundle
Use when an approved plan and task list exist and it is time to turn them into working, tested code — the SDD phase after `analyze` and before `verify`. Enforces TDD: a failing test comes before the code that makes it pass, one task at a time, appended to a progress ledger that survives compaction. Delegates test tooling to the stack skill and fans disjoint tasks out via `parallel`. NOT spec writing (that is `specify`), NOT planning (that is `plan`), NOT the final lint/test/audit gate (that is `verify`).

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Inventory · ericrisco bundle
Use when deciding how much stock to hold and when to reorder it — classifying SKUs, sizing safety stock, setting reorder points and order quantities, and tracking the KPIs that keep a business from either stocking out or sitting on dead stock. NOT raising or negotiating the purchase order itself (that is `procurement`).

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Invoicing · ericrisco bundle
Use when issuing an invoice, quote, or credit note and moving it draft-to-paid — the legally required VAT fields, gap-free numbering, per-country e-invoicing mandates, dunning overdue ones. NOT recording a paid invoice in the books (that is `bookkeeping`), NOT Stripe SDK plumbing (that is `stripe`), NOT setting the price (that is `pricing`).

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Marketing · ericrisco bundle
Use when the words span a marketing surface — value proposition, section copy, microcopy, launch and email sequences, channel adaptation, SEO-aware structure — grounded in the brand study, which it stops and builds if missing. NOT one conversion page (that is `landing-copy`), NOT tone rules (that is `brand-voice`), NOT pixels (that is `design`).

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Press Kit · ericrisco bundle
Use when writing a press release or assembling a media kit a journalist can lift from — launches, funding, exec hires, partnerships, milestones, awards, or an online newsroom. Symptoms include a release that reads like an ad, a buried lede, no quotable line, or a missing dateline, boilerplate or asset. NOT finding the reporter list (that is `lead-gen`), NOT the multi-touch pitch cadence (that is `cold-outreach`), NOT the brand tone-of-voice spec (that is `brand-voice`), NOT the owned launch campaign (that is `marketing`).

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Proposals · ericrisco bundle
Use when writing the document a buyer reads to say yes — a commercial proposal or Statement of Work, turning discovery notes into a scoped and priced document, adding tiers so the middle one wins, or diagnosing a proposal that will not close. NOT the binding legal agreement with its liability and IP clauses (that is `contracts`), NOT deciding the number or the margin (that is `pricing`), NOT the deck that pitches the vision to a room (that is `pitch-deck`).

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Replicate · ericrisco bundle
Use when running, packaging, deploying or scaling a model on the Replicate platform from code — blocking run versus async predictions, handling FileOutput, deployments with warm private endpoints and autoscaling, packaging with Cog, verifying webhook signatures, and cutting GPU spend. NOT crafting image prompts and parameters or picking image model families (that is `replicate-images`).

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Reporting · ericrisco bundle
Use when a recurring report must ship itself on a cadence — weekly digest, monthly exec pack, board pack — via a fetch→narrate→render→deliver pipeline with a schedule and a freshness gate. NOT a live view people slice (that is `dashboard`), NOT picking which KPIs to track (that is `kpi-framework`), NOT a one-off investigation (that is `analytics`).

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Retention · ericrisco bundle
Use when revenue is leaking out the bottom of the funnel and you need a program to keep, score and win back customers — a customer health score, NPS, catching churn signals before renewal, a cancellation save flow, or a win-back sequence, and reading GRR against NRR. NOT working a single live churn-risk ticket in the moment (that is `customer-support`), NOT the first-30-days welcome flow (that is `client-onboarding`).

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Swift IOS · ericrisco bundle
Use when building native iOS and Apple-platform apps in Swift with SwiftUI and modern Swift concurrency — observable view models, Swift 6 strict data-race diagnostics, async/await and actors, SwiftData persistence, NavigationStack, and Swift Testing. NOT cross-platform Dart (that is `flutter`), NOT React Native (that is `react-native`), NOT native Kotlin for Android (that is `kotlin-android`), NOT shared KMP code across both OSes (that is `compose-multiplatform`).

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Vector DB · ericrisco bundle
Use when operating a vector store as a data layer — choosing or migrating between Pinecone, Qdrant, Weaviate and pgvector; designing a collection or index (distance metric, dimensions, HNSW parameters, named vectors); filtering on metadata; hybrid dense-plus-sparse search; and quantization to cut RAM and cost. Covers garbage results, silently ignored filters, low recall, slow queries, and filtered queries returning fewer than k rows. NOT producing, chunking or judging embeddings (that is `embeddings-search`).

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Wordpress · ericrisco bundle
Use when building or hardening WordPress sites or WooCommerce stores and treating WordPress as the product rather than just writing PHP — block themes with theme.json, plugins with block.json and proper hooks, wp-config security hardening, performance (object cache, asset loading, autoloaded options), and WP-CLI operations. NOT a Laravel app (that is `laravel`).

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Worktrees · ericrisco bundle
Use when work is about to become commits and needs isolation first — check the tree state, then branch or cut a git worktree off a clean base (native EnterWorktree first, git fallback) so implement never runs on main. NOT what may run concurrently inside those workspaces (that is `parallel`), NOT the merge/cleanup after (that is `ship`).

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Ab Testing · ericrisco bundle
Use when designing or analyzing a controlled experiment — falsifiable hypothesis, sample size from an MDE, reading significance/CI/power, CUPED, or rescuing tests that won't go significant. NOT recurring metric tracking (that is `analytics`), NOT north-star/KPI trees (that is `kpi-framework`), NOT projecting metrics forward (that is `forecasting`).

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Agent Eval · ericrisco bundle
Use when measuring whether an LLM or agent system actually got better and gating merges on it: golden sets, fixing an inflated LLM-as-judge, scoring RAG (faithfulness, contextual recall) or agent trajectories (tool correctness, completion), or picking an eval framework. NOT building the agent loop, tools or RAG plumbing (that is `building-agents`).

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API Design · ericrisco bundle
Use when settling the contract of an API you expose, before implementation: resources/URLs, REST vs GraphQL, versioning, one RFC 9457 error envelope, pagination, idempotency — emitted as OpenAPI 3.1. NOT implementing the endpoints (that is `fastapi`/`nestjs`/`go`/`nodejs`), NOT auth hardening (that is `secure-coding`), NOT consuming a third-party API (that is `api-connector-builder`).

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Cloudflare · ericrisco bundle
Use when working on Cloudflare's edge platform — wrangler.jsonc bindings, choosing between D1/KV/R2/Durable Objects/Queues, deploying a Worker or SPA via Static Assets, or designing around a Workers runtime limit. NOT generic CI/release (that is `deployment`), NOT Next.js framework wiring (that is `nextjs`), NOT DNS records (that is `domains-dns`).

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Compliance · ericrisco bundle
Use when scoping which regulatory frameworks bind a business — SOC 2, ISO 27001, HIPAA, PCI DSS, EU AI Act, DORA, NIS2 — building a control register with owners and evidence, or standing up the cadence that keeps it audit-ready. NOT drafting privacy-policy/ROPA/DPA or ToS text (that is gdpr-privacy, terms-conditions), NOT hardening code (that is secure-coding).

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Deployment · ericrisco bundle
Use when taking an app from source to live: choosing the deploy target from requirements (Hetzner+Coolify vs Vercel vs a third), then wiring container → CI → registry → host with build secrets, healthchecks and rollback. NOT one platform's mechanics (that is `coolify`, `vercel`, `railway`, `render`), NOT the Dockerfile alone (that is `docker`).

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Design Dna · ericrisco bundle
Use when a design has won and its look must survive: codify it into a permanent style skill with measured ratios, bans and tests that can fail, then build new pieces in that exact look. Fires on 'turn this into a skill', 'keep the same style', 'my output drifted'. NOT finding the winner (that is `design-loop`), NOT the words (that is `marketing`).

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Finetuning · ericrisco bundle
Use when adapting an open-weight model to a target form or behavior — tone, output format, reasoning pattern — via LoRA/QLoRA or full fine-tuning with TRL SFTTrainer, then preference optimization (DPO/ORPO/KTO/GRPO), and for fine-tune vs prompt vs RAG. NOT adding facts to a model (that is rag); NOT the single-GPU Unsloth backend or GGUF export (that is unsloth).

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Monitoring · ericrisco bundle
Use when setting up uptime and health monitoring, alerts, or on-call basics for a service already in production, so you learn it is down before customers do — health and readiness probes, alerting on SLO error-budget burn rather than raw counts, curing alert fatigue, on-call rotation with escalation, and a status page. NOT instrumenting logs, metrics or traces, or wiring OpenTelemetry (that is `observability`).

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Newsletter · ericrisco bundle
Use when running an email newsletter as a recurring publication — subject + preview pair, issues that turn opens into clicks, the welcome sequence, cadence and engagement tiering, growth loops, and a post-Apple-MPP click scorecard. NOT one-off launch or nurture sends (that is `marketing`), NOT SPF/DKIM/DMARC (that is `email-deliverability`).

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People Ops · ericrisco bundle
Use when the offer is signed and you now have to run the person — an onboarding plan from preboarding through the 30/60/90 ramp, drafting or auditing an internal policy or handbook section, standing up the recurring people rhythm (1:1s, review and goal cycles, headcount), or offboarding a leaver. NOT sourcing, interviewing or the offer itself (that is `hiring`).

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Pitch Deck · ericrisco bundle
Use when building or fixing an investor fundraising deck — the narrative arc, the slide-by-slide story, and the few numbers that actually move an investment decision, for a pre-seed, seed or Series A raise (or an accelerator application deck). Decides what goes on each slide, in what order, with which metric, sequenced the way an investor evaluates risk. NOT rendering, theming or exporting the slides into a designed PDF or PPTX (that is `presentations`), NOT the projection spreadsheet behind the numbers (that is `financial-model`).

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Postgresdb · ericrisco bundle
Use when PostgreSQL engine behaviour decides the answer — schema and type design, index choice, reading EXPLAIN on a slow query, zero-downtime DDL and backfills, or ops (roles, RLS, pooling, vacuum, partitioning, PITR). PG16, ORM-agnostic. NOT portable query logic (that is `sql`), NOT a managed provider's platform surface (that is `neon`).

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Prisma Orm · ericrisco bundle
Use when modeling data or writing type-safe queries with Prisma ORM in TypeScript — `schema.prisma`, `prisma.config.ts`, the generated Prisma Client, and Prisma Migrate, including the v6 to v7 upgrade. NOT schema-as-TS with a SQL builder (that is `drizzle-orm`), NOT ORM-agnostic zero-downtime migration (that is `db-migrations`), NOT Postgres engine tuning (that is `postgresdb`).

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Testing Go · ericrisco bundle
Use when writing or running Go tests — table-driven cases, named subtests, parallel isolation, fakes instead of mock frameworks, coverage profiles, benchmarks, fuzzing, golden files, and testing concurrent goroutines deterministically. NOT general Go code or modules (that is `go`), NOT pytest fixtures (that is `testing-py`), NOT browser user flows (that is `e2e-testing`).

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Testing Py · ericrisco bundle
Use when writing or fixing Python tests with pytest — especially when the suite is green but bugs still ship, when you must decide where to patch a mocked dependency, when coverage is high but catches nothing, when fixture scope leaks state, or when adding property-based tests for parsers and invariants. NOT browser end-to-end flows (that is `e2e-testing`), NOT JS/TS unit tests (that is `testing-web`), NOT Go tests (that is `testing-go`).

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Tiktok API · ericrisco bundle
Use when connecting a real TikTok account to code via the Content Posting, Display and Business Account APIs — OAuth, chunked video publish with status polling, and pulling views, watch time and impression sources, then logging that performance into the wiki as a dated feedback record. Covers short-lived tokens breaking a cron, unverified pull-from-URL ownership, and rate limits. NOT what to post or how to package it (that is `shortform-strategy` and `shortform-packaging`).

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Typescript · ericrisco bundle
Use when writing or fixing TypeScript type code (.ts/.tsx/.d.ts), modeling data with generics/unions/branded types, diagnosing narrowing failures, or configuring tsconfig and the build toolchain. NOT runtime code, fs/streams/http (that is `nodejs`); NOT component/route typing (that is `react`/`nextjs`); NOT ORM type-gen (that is `drizzle-orm`).

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Bookkeeping · ericrisco bundle
Use when a small business needs audit-ready books — a chart of accounts, posting a transaction to the right account and side, clearing an uncategorized bank feed, cash vs accrual, or a ledger that won't tie to the bank. NOT interpreting the numbers — runway, burn, P&L cadence (that is `finance-ops`), NOT issuing invoices (that is `invoicing`).

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Brand Voice · ericrisco bundle
Use when defining how a brand SOUNDS as a reusable system: adjectives turned into linguistic rules, four tone dimensions as ratios, a use/avoid word bank, an AI voice-DNA block — so content stops sounding like five different writers. NOT the finished copy written against it (that is `landing-copy` / `marketing`), NOT the brand's look (`brand-identity`).

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Code Review · ericrisco bundle
Use to judge a concrete diff, branch, or GitHub PR on its own merits with no rsc-SDD spec/plan chain to key off — the spec-less giving pass behind /code-review: only findings you can defend, one verdict, read-only unless --comment or --fix. NOT the SDD gate keyed to 02-DOCS/wiki/sdd/ that also processes incoming review comments (that is `review`).

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Data Policy · ericrisco bundle
Use when building internal data-governance machinery: a retention schedule (period, lawful basis, expiry action, system where deletion runs), an Art. 6 lawful-basis register, an Art. 30 ROPA, or a consent capture/withdrawal model. NOT the public privacy notice or DSAR handling (that is `gdpr-privacy`), NOT SOC 2 posture (that is `compliance`).

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Deprecation · ericrisco bundle
Use when retiring a public API, feature, integration, service or legacy path without abandoning consumers. Inventories usage, classifies advisory vs compulsory migration, ships compatibility/tooling, assigns owners and gates removal on evidence. NOT live schema expand-contract (`db-migrations`), NOT replacement API design (`api-design`).

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Design Loop · ericrisco bundle
Use when something must be built well and there is a real reference it should beat: turn what makes the reference good into measured mechanisms, then run a builder and three fresh-context critics until all three pass. Fires on 'design loop', 'make it as good as <site>', 'it looks generic'. NOT keeping an already-won look (that is `design-dna`).

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Domains Dns · ericrisco bundle
Use when pointing a domain at a host or fixing broken HTTPS — delegating nameservers, writing A/AAAA/CNAME/ALIAS/MX/TXT/CAA rows, apex vs www, standing up auto-renewing TLS, and cutting nameservers over without downtime. NOT inbox placement or warmup (that is `email-deliverability`), NOT what runs behind the name (that is `deployment`).

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Drizzle Orm · ericrisco bundle
Use when modeling data or querying with Drizzle ORM in TypeScript — `pgTable` schema in `.ts`, type-safe select/insert/relational queries, `drizzle-kit` migrations. NOT Prisma Client or `schema.prisma` (that is `prisma-orm`), NOT ORM-agnostic migration strategy (that is `db-migrations`), NOT Postgres engine tuning or EXPLAIN (that is `postgresdb`).

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E Signature · ericrisco bundle
Use when wiring an e-signature flow with DocuSign or Dropbox Sign — picking the SES/AES/QES legal tier, sending a PDF or template for signature, embedded signing, verifying signing webhooks, retrieving the signed PDF plus audit trail. NOT drafting contract text (that is `contracts`), NOT extracting fields from PDFs (that is `document-processing`).

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E2e Testing · ericrisco bundle
Use when writing or stabilizing Playwright tests that drive a real browser through multi-step journeys — durable locators, web-first assertions, storageState auth, trace/retries, and flakes that only bite in CI. NOT in-process component tests (that is testing-web), NOT WCAG auditing (that is accessibility), NOT the pre-merge gate (that is verify).

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Finance Ops · ericrisco bundle
Use when running the money side of a small company on a cash basis: a 13-week rolling cash-flow forecast and runway, bank-vs-books reconciliation, mapping spend to tax-return expense categories, or a month-end close. NOT posting journal entries, payroll or depreciation (that is `bookkeeping`); NOT multi-year projections (that is `financial-model`).

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Forecasting · ericrisco bundle
Use when projecting history forward — sales, demand, units, revenue, signups, traffic — into a defensible number with an error band: method by data shape, rolling-origin backtest, MASE vs the naive baseline. NOT an assumption-driven P&L or runway model (that is `financial-model`), NOT sizing reorder points or safety stock (that is `inventory`).

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Fundraising · ericrisco bundle
Use when planning or running an equity round as a process: sizing the raise to a milestone, choosing post-money SAFE vs priced round, tiering investors by intro path, sequencing outreach for momentum, or reading a term sheet before signing. NOT the slide narrative (that is `pitch-deck`), NOT the cap-table or valuation math (that is `financial-model`).

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Game Design · ericrisco bundle
Use when designing or repairing what makes a game fun — verbs and mechanics, moment-to-moment/session/meta loops, progression, economy faucets and sinks, difficulty curves, dominant strategies, juice, prototyping and scope. NOT engine code (that is `godot`), NOT story (that is `game-storytelling`), NOT level layout (that is `level-design`).

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Huggingface · ericrisco bundle
Use when running open models or working on the Hugging Face platform — the Inference Providers router or InferenceClient, Hub repos via the hf CLI, a dedicated Inference Endpoint with scale-to-zero, a Gradio Space with ZeroGPU, picking an open model by task/license/size, or loading one locally with transformers. NOT serving locally on your own machine (that is `ollama`), NOT renting your own GPU box (that is `runpod`), NOT hosted creative image APIs (that is `replicate-images`), NOT fine-tuning with trl/peft (that is `finetuning`).

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No Code App · ericrisco bundle
Use when building an app on a no-code/low-code platform (Bubble, Softr, Glide over Airtable or Xano) — picking the platform, modeling the data, keeping usage-metered cost predictable, and planning the exit before lock-in. NOT a hand-written coded app (that is `nextjs`), NOT wiring SaaS tools together with no app UI (that is `automation-flows`).

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Performance · ericrisco bundle
Use when a page or interaction is slow for one user and the fix starts from a measurement — a failing Core Web Vital (LCP, INP, CLS), a heavy JS bundle, wasted re-renders, an over-broad client boundary: profile, attribute the cost to one phase, fix it, re-measure. NOT surviving concurrent load (that is `scaling`), NOT the slow query (that is `postgresdb`).

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Planetscale · ericrisco bundle
Use when operating PlanetScale (Vitess serverless MySQL) — branches and the `pscale` CLI, schema changes through deploy requests (Online DDL cutover, ~30-min revert window), tables without foreign keys, or the edge HTTP driver. NOT MySQL engine work like EXPLAIN or index choice (that is `mysql`), NOT generic migration theory (that is `db-migrations`).

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Procurement · ericrisco bundle
Use when a small operator must choose what to buy and from whom: pick a supplier, write an RFI/RFQ/RFP that returns comparable bids, score quotes on total cost of ownership, negotiate price and payment terms, or judge single-source risk. NOT redlining the purchase agreement (that is `contracts`), NOT the price you charge customers (that is `pricing`), NOT stock once it lands (that is `inventory`).

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Project Ops · ericrisco bundle
Use when an operator wants to run a small or mid-sized project from a flat file instead of standing up Jira or Asana — dated milestones each with one named owner and a binary done-test, rule-driven RAG status, a RAID log, slippage detection, and a two-minute weekly status report. NOT sequencing the engineering work inside one approved plan (that is `tasks`).

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272 published skills · page 2 of 3