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SkillsMP hat 73 Skills aus Abd0r/porcupineai gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
Es werden 40 von 73 gesammelten Skills angezeigt.
Write code that does not look like AI output. Reject low-evidence and low-signal TypeScript patterns (chained assertions, unknown/object widening, Reflect, runtime typeof, module mocks) in favor of typed, boundary-checked code.
Quellsprache: Englisch
Control a Home Assistant smart home through its MCP server. Query sensor and entity states read-only, then act on devices (lights, switches, climate) via call_service with explicit user approval. Use for "turn off the living room lights", "what is the…
Quellsprache: Englisch
Produce clear, accessible diagrams and charts (architecture, flow, sequence, ER, state, org, Gantt, timeline) as Mermaid or polished self-contained SVG. Covers picking the right diagram type, a consistent visual system, and accessibility. Use whenever you…
Quellsprache: Englisch
Operate with autonomous initiative when Auto Mode is enabled.
Quellsprache: Englisch
Run and understand LLM evals honestly, choose a model by cost/latency/quality tradeoffs, read model cards, and budget tokens. Use when measuring a model, comparing options, or planning an eval run for an AI agent.
Quellsprache: Englisch
Explore, fetch, and create Hugging Face datasets. Use the Dataset Viewer API (splits, rows, search, filter, parquet, size, statistics) to inspect data without downloading, and create or upload datasets to the Hub. Use for building or inspecting training data.
Quellsprache: Englisch
Operate the Hugging Face Hub with the `hf` CLI: auth, browse/search models, datasets, spaces and papers, download and upload files, query datasets, run training jobs, and deploy inference endpoints. Use when the user mentions hf, huggingface, or wants to use,…
Quellsprache: Englisch
Build and deploy ML demo apps on Hugging Face Spaces: Gradio, Docker, or Static SDKs, ZeroGPU vs paid hardware, and debugging a Space that won't build or run. Use to host a public demo or app for a model.
Quellsprache: Englisch
Fine-tune models on Hugging Face: set up a training run with transformers or TRL (SFT, DPO), run it locally or as an HF Job on cloud GPU, and push the checkpoint to the Hub. Use for fine-tuning, LoRA, or PEFT training of LLMs or vision models.
Quellsprache: Englisch
Read, search, and publish Hugging Face papers. Fetch a paper page as markdown, query the papers API for structured metadata (authors, linked models/datasets/spaces, GitHub repo), and submit or claim papers on the Daily Papers feed. Use for HF paper URLs,…
Quellsprache: Englisch
Free internet search via SearXNG→Websurfx→DDGS→Brave→DDG cascade.
Quellsprache: Englisch
Research a topic on the live web by searching first, extracting only concrete URLs, favoring primary sources, and reporting claims you can cite. Use when answering questions about current events, versions, docs, packages, or anything not in the repo.
Quellsprache: Englisch
Decide what belongs in USER.md vs MEMORY.md, when to write, and how to keep both files clean. Load this before any memory mutation, or when unsure whether a fact deserves to persist.
Quellsprache: Englisch
Smoke-test a live web page end-to-end with the native browser tools — navigate, capture console/network/runtime errors, inspect accessibility and semantics, and screenshot across viewports. Use to answer "is this page healthy and does it work?"
Quellsprache: Englisch
Evolve production databases safely with immutable versioned migrations, expand-and-contract changes, transactional backfills, and verified rollback or forward-recovery plans. Use when changing schemas, constraints, indexes, or persistent data.
Quellsprache: Englisch
Build and fix frontend UI with correct semantic HTML and modern CSS (Flexbox/Grid) — document landmarks, heading hierarchy, lang/charset/viewport, responsive-by-default layout primitives, and framework-neutral structure. Use when writing, editing, or…
Quellsprache: Englisch
Design a coherent HTTP/REST API surface — method semantics, correct status-code classes, explicit versioning, idempotency, and an OpenAPI contract. Use when designing or reviewing any HTTP API's routes, status codes, or request/response shape.
Quellsprache: Englisch
Build and verify responsive/adaptive interfaces that work across device widths — fluid grids, relative-unit media queries, correct viewport meta, mobile-first breakpoints — and confirm no horizontal scroll, overflow, or unreadable scaling at target sizes. Use…
Quellsprache: Englisch
Audit a web page's SEO metadata, indexing surface, and deployment hygiene — title/meta/OG/canonical/structured data, robots.txt and sitemap.xml, security response headers, and observability/rollback readiness — without publishing anything. Use when asked to…
Quellsprache: Englisch
Establish and enforce a coherent UI design system — design tokens → CSS custom properties → reusable components — so appearance stays consistent and themeable without hard-coded magic values. Use when building a component library, theming (light/dark), or…
Quellsprache: Englisch
Build and audit toward WCAG 2.2 A/AA with semantic HTML, keyboard and focus behavior, ARIA only when needed, semantic browser snapshots, and automated axe checks. Use for accessible pages, forms, and dynamic widgets.
Quellsprache: Englisch
Secure authentication, sessions, and cookies — session-ID hygiene, correct cookie attributes, JWT integrity, lifecycle/timeouts, and object-level authorization (BOLA). Use when implementing or reviewing login, session, cookie, or token handling in a web app.
Quellsprache: Englisch
Build production web observability with correlated traces, metrics, structured logs, safe error contracts, resource limits, and cache visibility. Use when instrumenting services, diagnosing production gaps, or defining operational readiness.
Quellsprache: Englisch
Measure and triage web performance with Lighthouse, field Core Web Vitals, browser resource timing, and explicit budgets. Use when asked to make a page faster, compare builds, or prevent performance regressions in CI.
Quellsprache: Englisch
Validate all untrusted HTTP request input at the API boundary — allow-list validation, strict JSON Schema and content-type checks, and mass-assignment protection. Use when parsing or accepting any external request body, query, header, or parameter.
Quellsprache: Englisch
Search arXiv with structured results (id, title, authors, date, categories, abstract), grade relevance, and record kept papers in the literature store.
Quellsprache: Englisch
Read a subreddit's pulse via the public RSS feed (no key), extract real-world reports vs hype, and fall back to web_search site:reddit.com when Reddit rate-limits.
Quellsprache: Englisch
Build a discoverable, reusable capability from a document (/extract-stack) or from deep web research (/craft-stack). Covers when to produce a Skill (agent procedure) versus a Tool (callable shell command), the SKILL.md format, and the write path under the…
Quellsprache: Englisch
Create a durable, evidence-backed project workspace.
Quellsprache: Englisch
Deep internet research - orchestrate parallel sub-agents across partitioned questions, verify every claim against real sources, grade evidence, and synthesize one ranked, citable report. Use for competitive analysis, capability maps, frontier surveys,…
Quellsprache: Englisch
The change contract for updating Porcupine's own code. Use whenever the agent (or a contributor) modifies the Porcupine codebase itself — not for ordinary user work. Covers docs, checks, tests, packaging, releases, and the self-improvement loop.
Quellsprache: Englisch
Example skill loaded from resources_discover
Quellsprache: Englisch
Run a project's real build, typecheck, lint, and test commands, interpret their file:line output, fix root causes, and keep generated files out of commits. Use before claiming a change is done or when CI fails.
Quellsprache: Englisch
Build, typecheck, and test until green.
Quellsprache: Englisch
Review local changes for correctness, risk, and maintainability.
Quellsprache: Englisch
Build multi-file changes as small verified vertical slices.
Quellsprache: Englisch
Turn multi-file changes into verified implementation slices.
Quellsprache: Englisch
Threat-model untrusted inputs, secrets, and privileged actions.
Quellsprache: Englisch
Verify framework APIs against official sources first.
Quellsprache: Englisch
Prove behavior changes with red-green-refactor tests.
Quellsprache: Englisch