Menu
SkillsMP has collected 264 skills from ericrisco/rsc-harness. Open a skill to review its source and details.
Showing 40 of 264 collected skills.
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…
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…
Use when a high-impact plan, migration or architecture claim needs a bounded adversarial challenge before commitment. Isolates claims from persuasion, attacks assumptions, reconciles doubts with evidence and emits proceed/hold/stop. NOT a finished-diff review…
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…
Use when a rough product, service, workflow or feature idea needs divergent options and assumption pressure-testing before it becomes a spec. Produces a decision brief with alternatives, evidence gaps, Not Now and a cheap experiment. NOT requirements or…
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…
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,…
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.…
Use when implementation or review depends on current version-specific framework, SDK, protocol or platform behaviour and memory is unsafe. Detects exact local versions, verifies primary sources, tests applicability and marks unknowns. NOT a standalone cited…
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…
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…
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…
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,…
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…
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…
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…
Use when an approved, clarified spec must become a technical blueprint before any code — the SDD phase between clarify and tasks: architecture, contracts, data flow, testing strategy, sequencing and risks, at structure altitude, never framework syntax. NOT…
Use when a green diff needs adversarial judgment in the rsc SDD chain, between verify and ship — give a review keyed to the spec/plan/constitution in 02-DOCS/wiki/sdd/, or receive one and verify each comment before agreeing. NOT running lint/type/tests (that…
Use when building or restructuring an LLM agent — provider adapter, tool calling, structured output, RAG, agent loop, eval gate, cost routing, tracing, MCP server — model-agnostic across OpenAI/Anthropic/Gemini/OSS so a model swap is a config change. NOT…
Use when lesson or course content is correct but forgettable and a concept has to LAND: profiles the learner, breaks the blocking false belief, then rebuilds it as epiphany story → named model → grounded analogy → proof → so-what. NOT outcomes, assessment or…
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…
Use when a verified, review-approved branch has to land — the close of the rsc SDD chain: safety checks, then three landing options (merge, PR, park/discard), authorship always Eric and never an AI trailer. NOT running the gates (that is `verify`), NOT…
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…
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…
Use when wiring an app or agent to message customers over the WhatsApp Cloud API or a Telegram bot — order updates, OTP codes, reminders, alerts and broadcasts — or when debugging undelivered messages, 24-hour-window errors, rejected templates, webhook…
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…
Use when deciding which videos a channel should make next and tracking whether each bet beat baseline — generating, scoring and prioritising candidate ideas from the channel's own performance log plus outlier and search-trend research, then recording each…
Use when writing or fixing the text that ships with a YouTube upload — title, description, tags, hashtags and chapters — when click-through is weak and the words are the suspect, or when closing the loop on what last performed. NOT designing the thumbnail…
Use when a YouTube channel needs a system-level decision — positioning and niche, upload cadence, how videos chain into playlists and series, end-screen routing, or a what-is-working review — read from and written back to the channel's own learning wiki…
Use when designing or fixing a YouTube thumbnail, making variants for an A/B test, or working out which thumbnail style wins on a channel — including the trap where CTR looks fine but the test keeps selecting the duller image on watch-time share. NOT pairing…
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…
Use when writing, reviewing or structuring Unity game code in C# for Unity 6 LTS — GameObjects and the Transform hierarchy, the MonoBehaviour lifecycle, prefabs and variants, ScriptableObjects for data, scenes and additive loading, the Input System,…
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,…
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…
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…
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,…
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,…
Use when self-hosting an open-weight LLM for high-throughput concurrent serving with vLLM — running an OpenAI-compatible endpoint, splitting a model across GPUs with tensor or pipeline parallelism, loading quantized weights, serving one or many LoRA adapters,…
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,…
Use when drafting the one-to-many legal documents a product publishes to its users — Terms of Service, an Acceptable Use Policy, a EULA for installed software, and the standing notices a site must display — plus AI-feature terms covering output ownership and…