Research & Search

thoreinstein Skill

Use when the user asks a question about their vault, wants to explore a topic across notes, or says "research", "find out", "what do I know about", or "summarize my notes on". Chains semantic search, note reading, and link traversal for deep vault research.

agoradynamics Skill

Summarize long content — document, paper, thread, or conversation — into a faithful TL;DR with key claims, action items, and flagged omissions. Use on long articles, meeting notes, papers, or prior-conversation compression.

agoradynamics Skill

Extract structured fields from a source — paper, web page, API doc, or UI screenshot — and save a queryable record to memory/catalog/. Domain-agnostic. Use to build a personal index of things you'll want to find again, compare side-by-side, or reference in later decisions. Complements wick-research (which finds) and wick-tldr (which summarizes) by adding a structured-index layer.

agoradynamics Skill

Structured research on a topic — applies CRAAP test, source hierarchy (Tier 1-4), steel manning, and base-rate reasoning. Tags findings with confidence level. Use when closing memory/curiosity.md entries or before major decisions depending on external data.

aleksander-dytko Skill

Produce a sourced competitive matrix for a focused research question

andreworia Skill

Extracts the financially material content from 10-K, 10-Q, and 8-K filings and earnings call transcripts into a structured one page brief with a source location on every number. Triggers when someone asks to tear down a filing or earnings release, summarize a 10-K or 10-Q, pull KPIs guidance and risks from a transcript, or brief the CFO on what a company reported.

jwcodewrote Bundle

Use this skill when a task needs AI-assisted web research via a real browser. Uses Chrome CDP (Chrome DevTools Protocol) as the primary automation method, with browser-use as fallback. Supports Gemini + Qwen queries with consolidated answers and citations.

jasoncodemaker Bundle

Use when a governed research-state query, Package mutation, Research Plan update, knowledge registration, Run reconciliation, or self-evolve transition is required.

jasoncodemaker Bundle

Use when the user invokes /research-run or asks to execute, continue, monitor, verify, or finish an existing research package.

jasoncodemaker Bundle

Use when installing, attaching, initializing, repairing, or validating ARC in a research workspace.

jasoncodemaker Bundle

Use when turning a setup-ready workspace into one ratified Project through a single natural-language review.

jasoncodemaker Bundle

Use when converting a Brainstorm, maintaining user-owned Package working state, restructuring an Experiment plan, or recording its terminal outcome.

jasoncodemaker Bundle

Use when initializing, adding, updating, deleting, or linting a package's state-backed Analysis view, or when distilling an evidence-backed insight into a package Rule.

jasoncodemaker Bundle

Use when launching, monitoring, resuming, or stopping a long-running research Experiment with structured run evidence and scheduled live checks.

jasoncodemaker Bundle

Use when registering predefined compute resources, probing short-term availability, choosing placement, allocating capacity, or releasing an allocation.

jasoncodemaker Bundle

Use when building, serving, repairing, or validating the read-only .research/interface projection.

jasoncodemaker Bundle

Use when the user wants to create, refine, merge, archive, or review one standalone Brainstorm before Package conversion.

symbaiex Bundle

Memory-aware GPT engineering for codebase research, implementation, verification, and release. Use when a task should reuse Claude Mem or Codex session history without trusting stale recollections, flooding context, changing memory settings, or weakening the GPT-5.6 Sol/Terra/Luna engineering workflow.

tubeliu Bundle

多源客户调研——对客户问题、产品主题或账户相关查询进行系统性多源调研， 带来源归属和置信度评分。 触发：「调研客户 / 查一下 XX 公司背景 / 做一个客户调研 / research customer / 客户背景调查 / 行业调研 / 竞品调研 / 摸排客户需求」。 适用场景：方案撰写前的客户画像准备、竞品分析、技术可行性验证、历史沟通回顾。 不直接写方案（solution-master 接管）、不直接画图（drawio 接管）。

walterkken Bundle

Run a design thinking workflow: empathize, define, ideate, prototype, and test. Use when Codex is asked to solve user-centered product, service, interface, education, or experience problems through research, framing, ideation, prototyping, and user feedback.

ace-step Skill

Process-oriented full-song composition workflow for ACE-Step-DAW. Guides Claude through a principled research-first composition process: research genre → analyze references → extract principles → compose → evaluate. Invoke with /compose followed by a description of the desired song.

ace-step Skill

Quick Research Skill

ace-step Skill

Process-oriented Strudel pattern generation skill for ACE-Step-DAW. Teaches Claude how to research Strudel techniques, find examples, and generate patterns through a principled workflow — not by memorizing templates.

ace-step Skill

Process-oriented music theory skill for AI-assisted composition in ACE-Step-DAW. Instead of dumping all theory upfront, this skill teaches Claude HOW to research, analyze, and apply music theory for a specific composition task. Invoke when composing, arranging, or analyzing music.

croftspan Bundle

Assembles an expert team and scaffolds a Claude Code project for any domain — software, writing, game dev, research, design, anything. Researches the best practitioners in the field, blends their philosophies into focused personas, and writes lean .claude/ project structure with rules, standards, and workflow. Use this skill when the user wants to start a new project, set up Claude Code for a project, kick off work in an unfamiliar field, or says 'gigo.' This is the initial assembly — for adding expertise or auditing an existing project, use gigo:maintain instead.

futuremls-lab Skill

Generate an e2e profiling trace of an SGLang server run. Launches a server, validates accuracy, captures a Chrome-compatible trace, and returns the profile path.

pymc-labs Skill

Structure a research based on the user request. Identify what must change in order to complete the task.

pymc-labs Skill

Create a plan based on document research through an interactive, iterative process.

stacklok Skill

Implements a GitHub user story from planning through PR creation, with research, codebase analysis, and structured commits.

homingo Skill

Summarizes documents of any type — reports, memos, articles, and research papers. Extracts key points, action items, and important details from lengthy documents.

hutzelmann Bundle

Low-level check of a thesis proposal — required sections, citation consistency, forbidden content, format guardrails, typos. Use when the user asks to check their proposal, suspects a section or citation is missing or malformed, or wants a quick gate before publishing. Not content feedback — for whether the argument holds, use proposal-review. Advisory only.

hutzelmann Bundle

Write a thesis proposal from scratch or refine an existing one, following the proposal guidelines and grounding claims in the literature. Use when the user wants a draft, wants sections improved, wants bullet points turned into prose, or asks to apply review findings.

hutzelmann Bundle

Socratic development of a thesis idea — refine a vague topic into an academically grounded starting point scoped to the study program and target research group, keep durable session notes, and seed the proposal file. Use when the user has a rough idea, does not know what to write about or their research questions yet, wants to talk a topic through or weigh whether it is worth pursuing, asks where to start, or wants to resume an earlier ideation session.

hutzelmann Bundle

High-level content review of a thesis proposal — argument structure, soundness, literature grounding, sharpness. Writes a review file opening with a three-tier verdict (ready / needs revision / no viable thesis core) followed by enumerated actionable findings. Use when the user asks for feedback or a review, doubts whether the argument holds or the thesis core is thin, or asks whether the proposal is ready for their supervisor — including before handing it to a supervisor.

hutzelmann Bundle

Find relevant academic literature for a topic or proposal — keyword search across public scholarly databases, plus citation snowballing from existing references. Writes CSL-YAML entries into the proposal. Use when the user needs sources or papers, says their bibliography or reference list is thin, wants the literature base broadened, or asks whether their idea is already published or whether anyone has worked on it before.

ilkaydemiralay Bundle

Build the film's world — locations, sets, props, period atmosphere, color and material language, and reusable visual continuity anchors for long-form AI film production. Use when the user needs world design, set documents, prop lists, period research, or AI location prompts.