ericrisco

@ericrisco source repo

272 skills
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14 hours ago last updated

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Skill Scout · ericrisco bundle
Use when a specialized skill probably exists but is not loaded, when a task feels harder than it should because generic reasoning is doing a domain skill's job, when the work just delivered was a repeatable procedure worth turning into a skill or an agent, or when auditing coverage for holes. Resolves against what already exists — installed skills, catalog skills and agent files — then names the gap and emits the install command. NOT routing among skills you already have (that is `suggest`), NOT writing the artifact when none exists (that is `author-skill` for skills, `building-agents` for agents).

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Sop Builder · ericrisco bundle
Use when a repeated process lives in one person's head, breaks when they are away, gets re-explained to every new hire, or produces inconsistent results — and needs writing down once so anyone or any agent can run it the same way. Also for auditing and rewriting an SOP that is stale, ignored or missing its branches. NOT capturing a meeting's decisions and action items (that is `meeting-notes`), NOT running a one-time project plan with milestones (that is `project-ops`).

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Spring Boot · ericrisco bundle
Use when building, reviewing, testing, securing or configuring a Spring Boot 4 / Framework 7 backend — controllers, services, Spring Data JPA, application.yml, SecurityFilterChain, slice tests. NOT plain modern-Java language work like records or virtual threads (that is `java`); NOT engine-level SQL schema/index/EXPLAIN (that is `postgresdb`).

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Testing Web · ericrisco bundle
Use when writing or fixing frontend unit, component or custom-hook tests with Vitest or Jest plus Testing Library — rendering a component in jsdom, testing a hook in isolation, choosing between sync and async queries, silencing act warnings, mocking fetch, or migrating a Jest suite to Vitest. NOT real-browser multi-page journeys (that is `e2e-testing`), NOT pytest suites (that is `testing-py`), NOT accessibility auditing (that is `accessibility`).

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Viral Score · ericrisco bundle
Use to judge whether a short-form clip is worth publishing — scores a reel, short or podcast excerpt 0-100 on ten weighted criteria with automatic penalties, then ranks a batch and says where the cut-off falls. Run it on transcript candidates before rendering. NOT writing the hook or caption (that is `shortform-packaging`), NOT inventing the idea (that is `shortform-ideation`), NOT executing the edit (that is `shortform-editing`).

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Youtube API · ericrisco bundle
Use when wiring code to a real YouTube channel: user OAuth 2.0, resumable videos.insert uploads, editing metadata after publish, pulling views/watch time/retention/traffic from the Analytics API v2 into a dated 02-DOCS/wiki/youtube/ feedback log. NOT what to publish or how to title and thumbnail it (that is youtube-strategy / youtube-packaging).

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Agent Safety · ericrisco bundle
Use when bounding an LLM agent that already runs — scoping its task domain, gating tools to least privilege, defending against prompt injection in untrusted web/email/RAG text, requiring human approval on irreversible actions, capping runtime and cost, or triaging what it already did. NOT building the loop, tools, or RAG (that is `building-agents`).

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Author Skill · ericrisco bundle
Use when authoring a NEW rsc skill or editing an existing one — scoping it to one job, writing the description that decides whether it ever loads, splitting the body into references/, writing its evals, auditing it against the rubric. NOT building a product feature (that is `specify`) and NOT designing an agent loop (that is `building-agents`).

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Case Studies · ericrisco bundle
Use when turning one named customer's measured win into a case study, or the attributed testimonial quote that travels with it — consent-cleared, metrics-anchored proof for the next skeptical buyer. NOT the deck that sells the vision to a room (that is `pitch-deck`), NOT thought-leadership with no single named customer (that is `article-writing`).

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Constitution · ericrisco bundle
Use when setting or amending a project's non-negotiables — stack canon, quality bars, conventions, security/a11y floors — as numbered, testable rules later phases obey. First rsc-sdd phase; writes 02-DOCS/wiki/sdd/constitution.md. NOT a feature spec (that is `specify`), NOT the technical plan (that is `plan`), NOT the wiki itself (that is `harness`).

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Data Scraper · ericrisco bundle
Use when data lives on a website with no usable API — listings, prices, public records — and the scrape must stay legal and not get blocked: legal gate, extraction path, durable selectors, pacing, resilience. NOT parsing bytes you already hold into fields (that is structured-extraction), NOT a documented API or key (that is api-connector-builder).

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Digitalocean · ericrisco bundle
Use when deploying or operating a workload on DigitalOcean — Droplet vs App Platform vs Functions, doctl, app spec YAML, Managed Postgres/MySQL/Valkey on the VPC, S3-compatible Spaces + CDN. NOT host-agnostic CI/CD or rollback strategy (that is `deployment`), NOT a bare Hetzner VPS (that is `hetzner`), NOT another managed PaaS (that is `railway`).

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Gdpr Privacy · ericrisco bundle
Use when producing the GDPR artifacts a product publishes or hands over: a privacy policy true to what it processes, a cookie/consent banner, a lawful basis per purpose, an Art. 28 DPA, an SCC transfer mechanism, or a DSAR flow. Drafts for counsel review. NOT internal retention rules (that is `data-policy`), NOT consumer ToS (that is `terms-conditions`).

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Git Workflow · ericrisco bundle
Use when naming or scoping a branch, writing or fixing a commit message, picking the gitmoji for a commit, untangling history (rebase versus merge versus squash), or cutting a versioned release — the portable git-convention layer for any repo. Covers gitmoji + Conventional Commits, SemVer tags, branch hygiene, force-push safety and gh pr/release mechanics. NOT the land-it decision and pre-ship checklist (that is `ship`), NOT an isolated checkout before coding (that is `worktrees`), NOT CI/CD release automation (that is `deployment`).

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Ip Trademark · ericrisco bundle
Use when a non-lawyer operator needs to protect a brand or creative work — clearing and choosing a name or logo, deciding whether and where to register a trademark, using the trademark and registered symbols correctly, knowing what copyright is automatic, or checking whether they own work a freelancer was paid for. NOT drafting the IP-assignment clause itself (that is `contracts`).

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Landing Copy · ericrisco bundle
Use when writing the words on a single conversion page — the hero headline and subhead, the offer, the proof and testimonials, and one primary CTA — or diagnosing a page that gets traffic and does not convert, as a copy problem rather than a layout one. NOT the paid ad that drives the click (that is `ads`), NOT the visual layout the words sit in (that is `design`), NOT the experiment that picks the winning variant (that is `ab-testing`).

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Level Design · ericrisco bundle
Use when designing a game level's space — blockout/greybox layout, pacing that drags or spikes, guiding lost players without waypoints, encounter and arena progression, or secret placement. NOT mechanics or economy (that is `game-design`), NOT story beats (that is `game-storytelling`), NOT engine tooling like nav meshes or lightmaps (that is `godot`/`unity`/`unreal`).

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Linkedin API · ericrisco bundle
Use when wiring an app to LinkedIn's organic Posts / Community Management API — 3-legged OAuth, publishing text, article or document posts to a member profile or company page, and pulling impressions, engagement and follower stats into a durable feedback record. NOT writing the post copy (that is `linkedin-content`), NOT planning cadence (that is `linkedin-strategy`), NOT DM sequences (that is `linkedin-outreach`).

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LLM Pipeline · ericrisco bundle
Use when wiring several LLM calls into a production flow: typed contracts between steps, a router/gateway so 429s, timeouts and outages fail over instead of taking you down, and cost control via caching, model tiers and abort caps. NOT single-prompt wording (that is `prompt-engineering`), NOT a model-driven tool loop (that is `building-agents`).

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Motion Craft · ericrisco bundle
Use when an interface moves and the movement has to feel right — durations and easing, what must never animate, fixing motion that reads sluggish, cheap or janky, and reduced-motion. Web and native. NOT the visual system (that is `design`), NOT the graded critique (that is `design-loop`).

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Open Weights · ericrisco bundle
Use when choosing an open-weight LLM and clearing it for use — which family and size fit the task, the hardware and the budget, and above all whether the license permits shipping. Owns the license-class map (OSI-open versus custom-community versus non-commercial), the always-verify-the-model-card rule, size-to-VRAM budgeting and the quant formats. This layer decides WHICH model and whether the license allows it, then hands off. NOT downloading or hosting on the Hub (that is `huggingface`), NOT running it locally (that is `ollama`), NOT serving at throughput (that is `vllm`), NOT fine-tuning it (that is `finetuning`).

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React Native · ericrisco bundle
Use when writing the JS/TS inside a React Native or Expo app — screens, Expo Router navigation, lists, Reanimated gestures, platform forks, offline state, native modules — or killing jank and render storms. NOT eas build/submit/OTA/config-plugin (that is `expo`), NOT a Dart app (that is `flutter`), NOT web React/DOM (that is `react` or `nextjs`).

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Research Ops · ericrisco bundle
Use when someone hands you an open question whose answer must survive scrutiny — a tech choice, a regulation, a what-is-actually-true-about-X — with every non-obvious claim dated and sourced, source disagreements surfaced rather than averaged away, and a cited memo as the deliverable. Also for refreshing a stale research memo. NOT sizing a market with TAM/SAM/SOM (that is `market-research`), NOT a standing cadence watch on named rivals (that is `competitor-watch`).

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Sqlite Turso · ericrisco bundle
Use when deciding whether plain SQLite is enough, or wiring SQLite, Turso or libSQL for local-first, edge and embedded-replica apps — a local file DB, a remote Turso URL, or a local replica synced to a remote primary — plus WAL mode and SQLite's single-writer model and its lock errors. NOT Drizzle schema or queries on libSQL (that is `drizzle-orm`), NOT versioned up/down migrations (that is `db-migrations`), NOT serverless Postgres with branching (that is `neon`).

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Video Shorts · ericrisco bundle
Use when scripting or directing the edit of a single vertical short that has to hold attention from the first frame — turning a topic, a clip or a long video into a shot-by-shot script and an edit decision sheet, fixing a hook that dies in second three, generating hook variants to test, and planning cuts and on-screen text. NOT scheduling or cross-platform cadence (that is `social-publisher`), NOT running the editorial calendar (that is `content-engine`), NOT defining the durable brand tone (that is `brand-voice`).

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Accessibility · ericrisco bundle
Use when making a web UI conform to WCAG 2.2 Level AA — axe-core or Lighthouse a11y violations, keyboard operability, focus management, ARIA roles/names/live regions, contrast, tap-target size. NOT palette or visual intent (that is `design`), NOT test-runner setup (that is `testing-web`), NOT LCP/page-speed (that is `performance`).

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Cold Outreach · ericrisco bundle
Use when writing a cold email or LinkedIn DM to a stranger and its cadence: first-touch copy under a word ceiling, 4-7 step bump sequences, per-inbox volume and warm-up limits, the compliant opt-out footer. NOT SPF/DKIM/DMARC setup (that is email-deliverability), NOT sourcing the list (that is lead-gen), NOT life after a reply (that is sales-pipeline).

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Cost Tracking · ericrisco bundle
Use when metering and capping AI or cloud app spend — tokens read from the response `usage` object, priced off a dated rate table, ledgered per user/tenant/feature, with alerts and a hard cap before the bill. NOT cash runway (that is `finance-ops`), NOT cost-per-unit margin (that is `unit-economics`), NOT booking the spend (that is `bookkeeping`).

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Csharp Dotnet · ericrisco bundle
Use when writing, reviewing, testing, or shipping C# / .NET code — ASP.NET Core APIs (minimal APIs vs controllers), EF Core data access, async correctness, solution layout in .cs/.csproj/.sln. NOT a Java/Spring backend (that is spring-boot), NOT a Node/TypeScript backend (that is nestjs), NOT framework-neutral REST naming (that is api-design).

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Data Cleaning · ericrisco bundle
Use when a raw table is too dirty to trust — nulls, sentinels, duplicate rows, category sprawl, mixed types, bad dates — and you need a re-runnable clean() plus a schema gate that fails loud. NOT emitting .xlsx (that is spreadsheet-ops), NOT acquiring rows (that is data-scraper), NOT parsing PDF/HTML into rows (that is structured-extraction).

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DB Migrations · ericrisco bundle
Use when a schema change must ship without downtime — NOT NULL, rename, type change, or backfilling millions of live rows — for the expand-contract sequence and the lock/batching discipline that keeps each step from freezing prod. NOT lock internals or EXPLAIN (that is `postgresdb`), NOT drizzle-kit mechanics (that is `drizzle-orm`), NOT PITR (that is `backups`).

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Deep Learning · ericrisco bundle
Use when training or debugging a neural net in PyTorch — the forward/loss/backward/step loop and its silent bugs, mixed precision (AMP), AdamW/LR schedules, DDP/FSDP/ZeRO, checkpoints and seeds. NOT LoRA/QLoRA on a pretrained LLM (that is `finetuning`), NOT tabular sklearn/XGBoost (that is `machine-learning`), NOT tokenization or NLP metrics (that is `nlp`).

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Instagram API · ericrisco bundle
Use when wiring an agent into Instagram's Graph API: publishing a Reel through the create/poll/publish container dance, reading per-media insights, checking the 24h publish cap, or ingesting Reel metrics into 02-DOCS/wiki/shortform. NOT TikTok (that is `tiktok-api`), NOT YouTube (that is `youtube-api`), NOT cross-platform cadence (that is `social-publisher`).

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Knowledge Ops · ericrisco bundle
Use when an already-running 02-DOCS/ wiki needs gardening judgment — what is worth capturing (default: nothing), where a loose note belongs, whether to split a bloated article or merge near-duplicates, how to link orphans back in, and what retires to _archive (never delete). NOT building or sweeping the wiki engine itself (that is `harness`).

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Kpi Framework · ericrisco bundle
Use when a team must decide what to measure before building anything — picking one north-star metric, separating leading input drivers from lagging outputs, adding guardrails so a number cannot be gamed, and setting a target that is not arbitrary. NOT the live dashboard that displays them (that is `dashboard`), NOT instrumenting the events (that is `analytics`), NOT the recurring board report (that is `reporting`).

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Logistics Ops · ericrisco bundle
Use when an order is paid and packed and the box now has to move, go sideways, or come back — picking a carrier and service and cutting a label, reacting to a delivery exception, getting ahead of where-is-my-order tickets, running a return, exchange or refund with its reverse label, filing a carrier claim before the window closes, and setting return-window and restocking-fee policy. NOT setting stock levels or reorder points (that is `inventory`), NOT sourcing or buying from suppliers (that is `procurement`), NOT writing the apology to the customer (that is `customer-support`).

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Meeting Notes · ericrisco bundle
Use when a meeting just ended and a transcript or rough notes must become a record the absent can act on — decisions with their why, actions with an owner and a real date, open questions, a recap inside 24–48h — or to clean an AI-notetaker draft that invented tasks or swapped speakers. NOT the durable ADR with alternatives weighed (that is decision-records).

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Observability · ericrisco bundle
Use when instrumenting a service from the inside so an incident can be explained from telemetry alone — wiring OpenTelemetry logs, metrics and traces, standing up a Collector, exporting via OTLP, and defining telemetry-driven alerts. NOT outside-in uptime probes, on-call rotation, or who-gets-paged (that is `monitoring`).

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Presentations · ericrisco bundle
Use when building, theming, or exporting a presentation deck — pitch, sales, keynote, board/QBR, leave-behind one-pager — from slide structure to a token-based theme to PDF or editable PPTX (Marp, Slidev, python-pptx). NOT the words (that is `marketing`), NOT the visual tokens (that is `design`), NOT the investor story arc (that is `pitch-deck`).

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Secure Coding · ericrisco bundle
Use when securing application code: threat-modeling a feature, security-reviewing a diff, hardening auth/authz, secrets, CORS/CSP, or fixing OWASP-class bugs (access control, injection, SSRF, supply chain) in FastAPI, Next.js, Go or Flutter. NOT running the scanners (that is security-scan), NOT agent prompt-injection guardrails (that is agent-safety).

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Security Scan · ericrisco bundle
Use when automated scanners drive a security sweep of a repo or app — SAST, dependency/lockfile CVEs, secrets in the tree or git history, IaC misconfig — and the raw output has to become one deduped, exploitability-ranked report CI can gate on. NOT threat-modeling, OWASP design reasoning, or hand-authoring the fix (that is `secure-coding`).

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Simplify Code · ericrisco bundle
Use when correct working code is unnecessarily hard to read, change or verify and needs behaviour-preserving simplification in a bounded scope. Characterizes the observable contract, removes accidental complexity one concept at a time and proves equivalence. NOT fixing a failure (`debug`), NOT read-only diff judgment (`review`/`code-review`).

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Training Data · ericrisco bundle
Use when assembling or curating the corpus a fine-tune trains on — turning raw examples into the JSONL shape a trainer expects (instruction, conversational, preference-pair or binary-label), matching the data to the model's chat template, generating synthetic or distilled examples, deduplicating and decontaminating against eval sets, and quality-filtering. NOT cleaning tabular rows, nulls and dtypes (that is `data-cleaning`), NOT building a retrieval corpus of chunks and embeddings (that is `embeddings-search`), NOT running the trainer or picking hyperparameters (that is `finetuning`).

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AWS Essentials · ericrisco bundle
Use when standing up the core AWS surface a small product needs: hardening a fresh account, a private S3 bucket, encrypted RDS Postgres, ECS Fargate vs EC2, CloudFront + OAC, or scoping an IAM policy to least privilege. NOT the CI pipeline that ships the container (that is `deployment`), NOT app-code access-control review (that is `secure-coding`).

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Bash Scripting · ericrisco bundle
Use when writing or hardening a shell script that must survive another machine — a CI step, install script, cron job, git hook, devcontainer entrypoint: strict-mode leaks, quoting/word-splitting, arrays, trap cleanup, bash-vs-POSIX portability, ShellCheck findings. NOT CI workflow structure, runners, caching or matrix (that is `github-actions`).

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Brand Identity · ericrisco bundle
Use when a project needs its visual foundation built or consolidated into one system: logo brief, color system in HEX/RGB/CMYK/OKLCH with proven AA contrast, type system, usage rules, and an exported W3C design-tokens.json that later skills consume. NOT the applied UI pixels (that is design), NOT the words or tone (that is brand-voice).

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Content Engine · ericrisco bundle
Use when a content operation needs a SYSTEM: a dated editorial calendar built top-down from pillars, plus the stage gates, briefs, WIP limits and 1:10 atomization plan that move each slot to publish-ready. NOT writing the pieces (that is `article-writing`), NOT publishing them (that is `social-publisher`), NOT keyword research (that is `seo-geo`).

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Context Budget · ericrisco bundle
Use when a long-horizon task is filling the context window and you must decide what to keep, offload, drop, or hand off to a fresh window — when to compact, what the summary must preserve, and whether to isolate a read-heavy subtask in a subagent. NOT dollar spend or caps (that is cost-tracking), NOT finding context via embeddings (that is rag).

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Course Builder · ericrisco bundle
Use when turning "I want to teach X" into a defensible course skeleton — measurable outcomes (Bloom + ABCD), assessment that proves each one, sequenced modules, and an outcome×module×assessment matrix — for a workshop, bootcamp, cohort or onboarding track. NOT making one concept land emotionally with story or analogy (that is course-storytelling).

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Error Handling · ericrisco bundle
Use when designing the reaction to a class of failures — typed error taxonomies, retry/backoff/timeout policy, circuit breakers, React/Next error boundaries, and the user-message vs operator-log split. NOT diagnosing one specific crash (that is debug), NOT logs/metrics/traces (that is observability), NOT the wire error envelope (that is api-design).

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Fable Operator · ericrisco bundle
Use when a substantive request needs verified, calibrated reasoning — analysis, diagnosis, review, advice, or a draft the user will act on — even when rigor is not asked for, and most of all when being wrong is expensive or irreversible. NOT casual chat (rigor theater), NOT the SDD gates `verify`, `debug`, `review`; this is the discipline beneath them.

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GCP Essentials · ericrisco bundle
Use when running a small product on core Google Cloud via the gcloud CLI: a project, Cloud Run deploys, a locked-down Cloud Storage bucket, managed Cloud SQL, and least-privilege IAM wiring them together. NOT AWS (that is `aws-essentials`), NOT the CI pipeline that ships the image (that is `deployment`), NOT Postgres schema/query tuning (that is `postgresdb`).

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Github Actions · ericrisco bundle
Use when authoring or fixing GitHub Actions CI/CD — workflows under .github/workflows, triggers, job matrix, caching, token permissions, OIDC cloud deploys, environment gates, reusable workflows. NOT the Dockerfile or image build strategy (that is `docker`), NOT the branching model (that is `git-workflow`), NOT release readiness (that is `ship`).

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Kotlin Android · ericrisco bundle
Use when building or fixing a native Android app in Kotlin and Jetpack Compose on the UDF layered architecture — ViewModel/StateFlow, Hilt, Room, Retrofit, coroutines, type-safe Navigation, and the Gradle/AGP surface. NOT shared Android and iOS UI from one Kotlin codebase (that is `compose-multiplatform`).

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Medium Writing · ericrisco bundle
Use when crafting or rewriting ONE Medium story so it earns reads, claps and Boost curation — the title, subtitle and kicker as a hook system, fixing a story with views but a low read ratio, making a draft scannable and curation-eligible, or reshaping a blog post or newsletter into Medium-native form. NOT scheduling, tags or submitting to a publication (that is `medium-publishing`), NOT deciding topics or cadence (that is `medium-strategy`).

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Power Automate · ericrisco bundle
Use when operating Microsoft Power Automate cloud flows from code — create, enable, update, list or delete via the Dataverse Web API (`workflow` table, category 5) with Entra ID OAuth2, plus run-history debugging. NOT designing the flow definition (that is `automation-flows`), NOT picking a platform by billing model (that is `automation-strategy`).

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Remotion Video · ericrisco bundle
Use when you need to render an actual video file with Remotion — React compositions, the Composition/Sequence/TransitionSeries graph, transitions, burned-in word-by-word captions from a transcript, automatic silence removal, b-roll overlays, headless CI renders, and a final MP4 or MOV. NOT writing the script, hook, beats or caption text (that is `video-shorts`), NOT mastering audio to LUFS or building an RSS feed (that is `podcast`), NOT structuring the narrative arc (that is `course-storytelling`).

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Sales Pipeline · ericrisco bundle
Use when an operator runs deals out of a spreadsheet or Notion and wants real stages, win probabilities, deal hygiene, a weekly follow-up sweep, and a defensible roll-up forecast — including the case where the pipeline looks full but nothing closes. NOT statistical or scenario forecast modelling (that is `forecasting`), NOT sourcing prospects (that is `lead-gen`), NOT writing the outbound emails (that is `cold-outreach`), NOT the proposal or quote (that is `proposals`), NOT the post-close kickoff (that is `client-onboarding`).

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UI Engineering · ericrisco bundle
Use when the question is how interface should be BUILT — component boundaries, state that belongs in the URL vs the component, loading/empty/error states, forms, optimistic updates, build vs adopt. NOT the visual system (`design`), NOT framework mechanics (`react`/`nextjs`).

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Unit Economics · ericrisco bundle
Use when computing or improving the per-customer economics of a business — CAC, LTV, CAC payback period and contribution margin — judging whether the ratios are healthy against current norms, and naming the one lever that fixes the worst number. Covers a blended CAC that hides a bleeding channel, and a model that shows profit while each customer loses money. NOT the multi-year P&L or scenario projection (that is `financial-model`).

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Article Writing · ericrisco bundle
Use when writing one long-form article end to end — answer-first lede, question-shaped headings, plus its on-page surface (title, meta, slug, FAQ, Article/FAQPage JSON-LD) — or fixing a draft that buries the answer or reads AI-padded. NOT keyword research or topic selection (that is `seo-geo`), NOT the editorial calendar (that is `content-engine`).

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Go · ericrisco bundle
Use when writing, reviewing, testing, or shipping Go code and HTTP services: idioms, `%w` error wrapping, goroutine/context/errgroup concurrency, net/http 1.22 routing, log/slog, project layout, table-driven tests, Go hardening. NOT language-agnostic threat modeling (that is `secure-coding`), NOT Dockerfile/CI shipping (that is `deployment`).

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Ads · ericrisco bundle
Use when running or fixing paid acquisition on Google or Meta — campaign structure (Performance Max, Demand Gen, Search, Advantage+), platform-fit creative, budget/scaling rules, break-even ROAS math, and Consent Mode v2 / CAPI tracking gaps. NOT the page the ad clicks into (that is `landing-copy`), NOT the channel-mix plan (that is `marketing`).

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Bro · ericrisco bundle
Use whenever the user asks to make an answer or draft sound human, natural, plain-spoken or less AI-written — including a terse bro after the last response. Rewrites or drafts in the same language while preserving meaning, facts and channel. NOT a reusable brand voice (that is `brand-voice`), NOT translation (that is `translation-l10n`).

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Cpp · ericrisco bundle
Use when writing, reviewing, modernizing, building, or debugging C++ - RAII and resource lifetime, smart-pointer ownership, move semantics and the Rule of Zero/Five, target-based CMake with FetchContent, and killing undefined behavior with ASan/UBSan/TSan plus clang-tidy. NOT borrow-checker / Result-Option / cargo memory safety (that is rust).

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Fal · ericrisco bundle
Use when calling a fal.ai endpoint by id to generate image, audio, or video from JS/Python/curl: subscribe vs submit, queue states, ED25519 webhook signature verification, per-call cost, or migrating off @fal-ai/serverless-client. NOT which model or art direction (that is ai-media); NOT the same models on another platform (that is replicate).

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N8n · ericrisco bundle
Use when operating a live n8n instance programmatically — its REST API (`{host}/api/v1`, `X-N8N-API-KEY`) or the n8n-mcp server — to create, validate, test, activate, update, delete workflows and read executions on self-host or n8n.cloud. NOT designing the flow or its importable JSON (that is `automation-flows`), NOT another platform (`make`, `zapier`).

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Nlp · ericrisco bundle
Use when choosing how to tokenize text or which transformer type fits an NLP task, when a tokenizer over-fragments non-English text or inflates token cost, when picking a language metric, or when classification, NER or summarization output looks wrong and it is unclear whether the tokenizer, the architecture or the metric is at fault. Covers subword tokenizers, encoder versus decoder versus encoder-decoder choice, sentence embeddings, and the metric families. NOT retrieval or vector search (that is `embeddings-search`), NOT the RAG loop (that is `rag`), NOT prompt wording (that is `prompt-engineering`), NOT training the network (that is `finetuning`).

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PHP · ericrisco bundle
Use when writing, reviewing or modernizing PHP (8.3-8.5) outside Laravel — strict types, union and intersection types, readonly classes, backed enums, property hooks and asymmetric visibility, the pipe operator and clone-with, Composer with PSR-4, PER-CS style, PSR interop, and the quality toolchain (PHPStan, Pint, Rector, PHPUnit/Pest). NOT Eloquent, Blade or Artisan (that is `laravel`).

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RAG · ericrisco bundle
Use when building grounded Q&A over your own corpus — chunk, retrieve hybrid, rerank, ground, cite chunk ids, refuse when the sources fall short — or when the right document is retrieved but the answer is still wrong, invented, or unmeasured. NOT operating the store itself — collection schema, HNSW ef_search, quantization (that is `vector-db`).

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Sdd · ericrisco bundle
Use when you want a disciplined, spec-driven path from a feature idea to shipped, verified software — the SDD dispatcher and front door, in any language. States the method, reads the accompaniment dial from 02-DOCS, and routes to the right phase: constitution -> specify -> clarify -> plan -> tasks -> analyze -> implement -> verify -> review -> ship, with debug / worktrees / parallel on demand. Use it to start a feature, to govern the whole flow, or when unsure which phase you are in. NOT a single phase itself (it dispatches), NOT the workspace harness (that is `harness`), NOT a stack build skill.

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SQL · ericrisco bundle
Use when writing or reviewing advanced SQL query logic independent of any one engine — multi-table joins, window functions, CTEs including recursive ones, GROUP BY and GROUPING SETS aggregation, and set operations — or when a query returns too many rows, too few, or wrong totals. NOT engine internals, indexes or EXPLAIN (that is `postgresdb`), NOT MySQL config (that is `mysql`), NOT OLAP columnar specifics (that is `duckdb`).

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272 published skills · page 3 of 3