Route server-owned AI workflow work into one Genkit implementation brief. Use when the main job is deciding whether a web/backend/fullstack feature needs reusable flows, tools, retrieval, prompt files, typed contracts, evals, observability, or deployment…
Skills in this repository
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SkillsMP has collected 117 skills from akillness/oh-my-skills. Open a skill to review its source and details.
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Routing-first Fabric operator skill for reusable named AI transforms over stdin, files, transcripts, notes, logs, and cleaned web text. Use when the user wants Fabric patterns, custom pattern packs, shell-pipe composition, or `fabric --serve` workflows — not…
Run Karpathy-style autonomous ML search on a real training repository. Use when the user needs to set up or operate `karpathy/autoresearch`, choose the right run mode (setup, `program.md`, bounded loop, result interpretation, or constrained-hardware…
Route observability work from the current packet into one monitoring brief. Use when the main job is deciding service-health signals, telemetry rollout, dashboard/alert coverage, pipeline freshness/schema monitoring, or game live-ops visibility; choosing…
Write and maintain release-history artifacts for shipped changes: `CHANGELOG.md` updates, release notes, migration/deprecation updates, and lightweight game patch notes. Use when the main job is turning shipped evidence into the smallest truthful…
Decide when Git submodules are the right external-repo boundary, then choose one safe operator flow: add and pin, bootstrap recursively, sync to the recorded commit, advance a tracked branch, edit inside the submodule without detached-HEAD surprises, remove…
Route Unity and Unreal frame-time complaints into one bottleneck-first profiling brief. Use when the main job is interpreting profiler screenshots, `stat unit` / `stat gpu` output, benchmark-route complaints, or Steam Deck / target-device review packets;…
Run Vercel-specific deployment operations for linked web/fullstack projects: preview deploys, direct production deploys, staged deploy + promote flows, aliases/domains, environment-variable sync, and rollback response. Use when the request is specifically…
Facilitate sprint retrospectives, milestone postmortems, or iteration reviews that turn completed work into a few owned process improvements instead of another stale template ritual. Use when the user needs a retrospective mode, remote or hybrid facilitation…
Turn a PR, diff, merge request, or patch stack into one evidence-first review brief. Use when the main job is deciding approve vs request-changes vs block, naming the highest-risk findings, calling out missing proof for risky paths, and routing Git cleanup,…
Route performance work from the artifact people already have into one measurement-led tuning brief. Use when the main job is locating the tightest latency, throughput, memory, bundle-size, or frame-budget bottleneck; choosing the right trace, query plan,…
Run a reproduce → isolate → verify debugging workflow for concrete bugs, regressions, flaky failures, and environment-specific behavior. Use when the user already has a failing command, test, request, UI flow, or narrowed symptom and needs root-cause…
Write user-facing documentation for onboarding, tutorials, task how-to guides, FAQs, help-center updates, and release-facing help refreshes. Use when the main job is helping end users or admins complete a product workflow, recover from a blocker, or…
Write internal technical documentation for engineers and operators: technical specs, architecture docs, ADRs, runbooks, migration plans, and developer-facing implementation guides. Use when the main job is capturing a technical decision, system boundary,…
Publish or refresh developer-facing API documentation for REST, GraphQL, webhook, SDK, and developer-portal surfaces: reference docs, quickstarts, task guides, auth/setup notes for API consumers, truthful example requests, error/retry/limit guidance, and…
Design or refactor product authentication setup for web apps and APIs. Use when the user needs to choose hosted, framework-native, platform-native, enterprise- add-on, or self-hosted auth; define sessions vs JWTs; wire OAuth/social login, passkeys, org/member…
Plan and review release execution for web, backend, and fullstack systems: preview releases, staging-to-production promotion, rollout strategy, post-deploy verification, rollback response, and release-hardening checklists. Use when the system can already…
Operate Firebase from the terminal with `firebase-tools`: install/auth the CLI, bootstrap `firebase.json` / `.firebaserc`, run the Emulator Suite, deploy Hosting / Functions / rules / App Hosting, manage preview channels, and handle Firebase admin tasks like…
Define or refactor a shared frontend UI system before polishing one screen at a time. Use when the user needs token governance, visual-language rules, primitive naming, page-system direction, cross-product consistency, or a design handoff that should stay…
Compatibility alias for `design-system`. Use when an existing workflow, setup script, or user explicitly asks for `frontend-design-system`; route ordinary UI system, design-token, landing-page, dashboard, and component-library work to `design-system` instead.…
Compatibility alias for `react-best-practices`. Use when an existing workflow, setup script, or user explicitly asks for `vercel-react-best-practices`; route general React and Next.js performance work to `react-best-practices` instead. Triggers on: legacy…
Draft and revise ML, CV, NLP, and systems research papers with strong claim-evidence flow, reviewer-aware structure, and submission-ready section planning. Use when the user needs help with an abstract, introduction, related work, method, experiments,…
Operate LM Studio's `lms` CLI and local/remote LM Studio servers for model discovery, server status checks, model loading, endpoint smoke tests, and downstream OpenAI-compatible wiring. Use when the user mentions LM Studio, `lms`, a local model server,…
Decide when repeating a full prompt is a useful accuracy hack for non-reasoning or lightweight LLM tasks, and when the real fix is better prompt structure, retrieval, or a stronger model. Use when the user has long-context retrieval, options-first multiple…
Triage Unity and Unreal Engine editor, build, package, cook, compile, and CI logs into the first actionable failure, likely subsystem, and next debugging steps. Use when a game project fails to build, cook, package, import assets, compile scripts/code, or…
Triage mixed game demo and playtest feedback into a prioritized fix brief, weighted evidence summary, and next artifact recommendation. Use when a team has playtest notes, Steam Playtest responses, creator or streamer demo reactions, survey comments,…
Integrate Firebase AI Logic as the direct Firebase app/client SDK lane for Gemini-powered features. Use when the user needs in-app text/chat/multimodal generation, structured output, streaming, or App Check-aware Firebase app integration without a separate…
Turn raw ideas into one clear pre-planning concept artifact by choosing the right creative framing mode: problem framing, audience and value framing, concept shaping, game concept pillars, or story packaging. Use when the user has an early-stage product, GTM,…
Run a broad web UI review for pages, flows, or component surfaces using audit categories such as layout hierarchy, content clarity, CTA emphasis, visual consistency, interaction states, responsiveness basics, performance signals, and accessibility basics. Use…
Analyze datasets with a decision-first workflow. Use when the user needs to inspect CSV/JSON/Parquet/SQL extracts, validate data quality, explain trends, compare segments, summarize experiment or telemetry results, or turn raw tables into evidence-backed…
Plan and route programmable or automated video production across code-first, template-first, and hybrid content pipelines. Use when the user needs repeatable video generation, branded short-form content, personalized videos, social clip batches,…
Design or refactor API contracts for REST and GraphQL systems. Use when the user needs resource modeling, endpoint/schema shape, naming, versioning, pagination, filtering, auth/error semantics, backward-compatibility review, or an OpenAPI / GraphQL SDL…
Organize application environment configuration: `.env` files, env precedence, typed env validation, secret handoff, framework-specific env rules, and config drift between local, staging, CI, and production. Use when the user needs help structuring environment…
Build reproducible developer environments for real projects: local toolchains, runtime versions, Docker Compose or dev containers, onboarding flows, local service parity, bootstrap scripts, and environment troubleshooting. Use when the user needs a repo to…
Orchestrate AI-assisted indie game development across concepting, GDD shaping, milestone planning, playtest synthesis, build triage, and launch-readiness decisions. Use when a solo developer or small game team needs one coordinating skill to turn a mixed…
Build and maintain a persistent markdown wiki that an LLM updates on the user's behalf, usually inside an Obsidian vault or git-tracked notes repo. Use when raw sources such as web articles, papers, meeting notes, transcripts, screenshots, or past analyses…
Install, configure, and operate Strix for AI-driven application security testing. Use when you need to run authorized vulnerability scans against local codebases, GitHub repositories, staging URLs, domains, or CI pipelines; configure Docker and LLM providers;…