Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

aod-external-positioning

Use when writing or reviewing anything that positions Area Occupancy Detection (AOD) against the rest of the Home Assistant ecosystem — README claims, release notes, "how is this different from X" answers, comparisons to HA core's bayesian platform or Bermuda/ESPresense, or any statement that a feature is "novel", "state of the art", or "proven". Also load before approving a PR description or doc page that cites accuracy/precision numbers, or before answering "is adjacency validated on real homes yet".

309 repo starsObserved in 1 repos
Research
GitHub

aod-research-frontier

Use when scoping new research, a thesis/blog post, a grant-style pitch, or a "what should we work on next" planning session for Area Occupancy Detection — maps open, unproven "beyond state-of-the-art" problems (reliability vs raw sensors, per-home transition learning, predictive pre-heat/pre-light, Home-Assistant-core-grade quality) to concrete first steps in this repo. Do not use for day-to-day bugfixing, the active prior/likelihood accuracy campaign, or exact formula lookup — see "When NOT to use this" below.

309 repo starsObserved in 1 repos
Research
GitHub

aod-research-methodology

Use when turning a hunch, user report, or measurement into an accepted change to AOD's Bayesian/learning math — deciding whether a root-cause theory is proven, designing the discriminating experiment (DB query, simulator run, or predicted-numbers test), shipping an experimental capability behind a config flag, or adversarially refuting a claimed bug/fix. Also load this before trusting any "verified" claim from a single home's data or a single refutation pass. NOT for routine bugfixes with an obvious, already-known mechanism (use aod-debugging-playbook) or for the state of specific frontier research questions (use aod-research-frontier).

309 repo starsObserved in 1 repos
Research
GitHub

web-content-extractor

Clean and extract the main body content from a webpage URL. Use this skill whenever the user asks to extract, scrape, or read the main article, text, or content from a webpage, especially if they mention wanting clean Markdown or text without ads and navigation.

308 repo starsObserved in 2 repos
Research
GitHub

appstoreprice-hub

查询 App Store 全球各地区应用价格的技能，通过 appstoreprice.org 获取数据。 使用 Minis 内置浏览器（minis-browser-use CLI）在页面上下文中直接调用网站原生签名函数， 无需 API Key、无需自行实现签名算法。支持：按名称搜索应用、查询单个 App 所有地区价格、 获取最便宜地区排行、分页浏览应用列表。 当用户提到"App Store 价格"、"哪个区最便宜"、"土耳其区价格"、"appstoreprice"、 "app 比价"、"App Store 低价区"、"订阅哪个区划算"，或任何需要查询 iOS/macOS App 跨地区价格对比的场景，必须触发本技能。

308 repo starsObserved in 1 repos
Research
GitHub

fucai3d-latest

查询最近一次中国福利彩票3D开奖结果时使用。适用于用户要查福彩3D最新开奖、最近一期号码、百度搜索“3d/福彩3d”第一个结果、或快速返回期号日期号码的场景。也适用于在查询后记录历史结果，并基于历史记录给出娱乐性质的下一次建议号码、冷热号分析与多策略号码推荐。

308 repo starsObserved in 1 repos
Research
GitHub

korea-stock

查询韩国股市行情，包括 KOSPI / KOSDAQ 指数及成分股行情。 使用 Naver 财经（finance.naver.com）手机版页面，无需登录。 当用户说"韩股"、"韩国股市"、"KOSPI"、"KOSDAQ"、"三星电子"、"SK 海力士"时触发。

308 repo starsObserved in 1 repos
Research
GitHub

research-workflows

Manage project-centric research workflows, claims, evidence, notes, and experiments. Use when the task should be persisted into ResearchClaw's structured research graph instead of remaining a transient chat reply.

308 repo starsObserved in 1 repos
Research
GitHub

interceptor-research

Deep web-research methodology for the interceptor browser surface — investigate a topic the way researchers, intelligence analysts, investigative journalists, private investigators, and OSINT operators do, not 'read 3 links and summarize.' Use when the task is research, deep research, investigate, go deeper, be thorough/exhaustive, OSINT, due diligence, competitive analysis, literature review, background check, dig in, or 'find everything about X.' Drives interceptor-browser verbs (open/read/inspect/net/eval/tab) with a planner loop, query-craft filters, a per-page escalation chain, pivot-chaining, an on-disk source ledger, and adversarial verification. Do every fetch and search through interceptor — never WebFetch/WebSearch. Pull the playbook any time with `interceptor research`.

307 repo starsObserved in 1 repos
Research
GitHub

academic-pipeline

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow.

306 repo starsObserved in 2 repos
Research
GitHub