Conduct thorough, multi-source research with structured reports, source triangulation, and credibility scoring. Use for multi-angle analysis, market/industry surveys, due diligence, technology evaluation, and any request that demands more than a 1-2 search lookup.
Recipes for converting, merging, splitting, and compressing files across formats — documents (PDF/DOCX/MD), data (CSV/JSON/Excel/Parquet/YAML/XML), images (PNG/JPEG/WebP/SVG), audio (MP3/WAV/FLAC/M4A), and archives (ZIP/TAR).
Find battle-tested open-source libraries on GitHub instead of building from scratch. Use GitHub's search operators for precise discovery, then evaluate candidates on activity, license, and fitness.
Design infographics that visualize data, processes, comparisons, and timelines as static one-pagers. Helps choose the right visual structure (sequence / list / compare / hierarchy) and emit either AntV-DSL syntax for downstream rendering or a self-contained React component.
Design and build high-quality websites, landing pages, and web UIs. Covers layout, typography, color, component patterns, and responsive design. Use when asked to build, redesign, or improve any web interface.
Authoritative conventions for the a0p Fleet — how to start, log, observe, and terminate agent runs. Covers the agentruns / agentlogs schema, the runcontext ContextVars, the runlogger emit/flush pipeline, the SSE stream contract used by the Fleet UI, spawn caps, and the rules every new tool, orchestration mode, or…
How to pick the right LLM for the job in a0p — and how to do it well enough that a swarm of cheap models can chew through massive volumes of data while flagships are reserved for the work that actually needs them. Covers the tier ladder (nano → mini → flash/fast → pro/sonnet → opus + thinking), the task-class → tier…
Authoritative conventions for building Python route modules, TypeScript components, and hot-swap modules in the a0p codebase. Covers file annotation (N:M C:D I:O three-metric format), module role metadata, route naming (api vs plain).
PCEA four-letter-set file naming doctrine for all new files in the a0p platform. Covers the comdzetsecho naming scheme, version suffix format, directory lock status, and kudos accounting. Load this skill before creating any new file in the a0p codebase.
The core architectural pattern in a0p for building registries that grow without central edits. Each module declares its own metadata + handler in one file, a filesystem scanner discovers them at boot, and the registry is generated. Used by route modules, distill skills, a0-skills, and (now) tools. Pairs with…
Root-cause analysis and fix planning for failures in the a0p platform and its surrounding infra. Covers CI/GitHub Actions failures, Python/TypeScript stack traces, DNS/HTTPS/GitHub Pages issues, agent-run errors, PCNA/EDCM anomalies, database problems, and "it stopped working" regressions. Use this skill whenever a…
Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter.…
Use Anthropic Claude models (claude-sonnet-4.5, claude-opus-4.1, claude-haiku-4.5) via the native Messages API. Activate when the user mentions Claude, Anthropic, ANTHROPICAPIKEY, claude-sonnet, claude-opus, claude-haiku, extended thinking, prompt caching, computer use, or when wiring Claude calls into the a0p stack…
Audit websites for SEO, performance, security, technical, content, and 15 other issue cateories with 230+ rules using the squirrelscan CLI. Returns LLM-optimized reports with health scores, broken links, meta tag analysis, and actionable recommendations. Use to discover and asses website or webapp issues and health.
Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables. Use when users mention Better Auth, betterauth, auth.ts, or need to set up TypeScript authentication with email/password, OAuth, or plugin configuration.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.
Build a website that works for the people who actually use it. Use whenever the task is to author or modify a public-facing web page, landing page, app UI, or any HTML/CSS/JS interface a user will interact with.
Congruency-citation distillation for construction content — building codes (IRC, IBC, IFC, IECC, NEC), structural requirements, inspection criteria. Preserves verbatim code sections, dimensions, and load values. Use when content contains building code sections, construction specifications, or inspection requirements.
Congruency-citation distillation for engineering content — material specs, tolerances, test methods, standards (ASTM, ISO, IEEE, ASME). Preserves verbatim numerical values, units, and standard references. Use when content contains engineering specifications, datasheets, or standards documents.
Similarity distillation for general prose — articles, web pages, conversation, mixed content. Preserves meaning and key facts via paraphrase. Use as fallback when content does not match a hard-domain distiller.
Congruency-citation distillation for legal content — statutes, case law, regulations, contracts. Preserves verbatim clauses, holdings, and citations. Use when content contains statutory text, case opinions, regulatory rules, or contractual language.
Congruency-citation distillation for medical content — drug names, dosages, diagnoses, clinical guidelines. Preserves verbatim values and requires source citations. Use when content contains pharmaceutical, clinical, diagnostic, or regulatory medical material.