Research

21-rule prose review workflow for technical and academic Markdown/LaTeX excerpts. Use when the user asks for muxing-style-review, wants a complete agent-style check combining check-human.md with agent-style audit-only evidence, wants a compact-rule check, wants a DeepSeek/Codex manuscript draft checked for clarity, evidence, citation discipline, terminology, AI-tell prose, or wants an A/B draft comparison. Prefer a dedicated review subagent when available for non-trivial reviews. Use the sibl...

Chrome-dependent academic paper fetching and BibTeX curation. Use when the user provides a planNN.md, paper list, citation list, or literature plan and wants Codex to use Google, Google Scholar, publisher pages, DBLP, arXiv, and the user's Chrome-accessible permissions to fetch the best available PDFs and create or update references.bib.

Chrome-dependent academic literature scouting and idea planning. Use when the user gives a research idea, topic, question, or draft direction and wants Codex to browse Google, Google Scholar, and academic sources through the Codex Chrome plugin, identify relevant papers, explain what can be borrowed from them, and write a planNN.md before collecting PDFs or BibTeX.

Orchestrate a full theory-first idea discovery pipeline. Use when the user wants the analysis counterpart of idea-discovery: literature context, proof-oriented idea generation, novelty checking, DeepSeek critique, and an analysis plan instead of an experiment-first workflow.

Generate and rank theory-first or proof-oriented research ideas. Use when the user wants non-experimental research ideas, theoretical methods, proof programs, theorem candidates, impossibility results, convergence/sample-complexity analyses, or "analysis" variants of idea creation.

Call a DeepSeek-backed OpenCode agent as a separate critique, writing, or revision agent from Codex. Use when Codex needs to delegate adversarial research critique, novelty skepticism, method review, manuscript prose, LaTeX section drafting, academic text revision, or paper-writing feedback loops to DeepSeek.

Protocol-level two-agent paper writing workflow. Use when the user wants Codex to plan and review from global context while DeepSeek writes or revises the manuscript through the global deepseek-agent skill, with muxing-style-review used for explicit prose style checks.

Turn a theory-first research idea into a proof-oriented research plan. Use after idea-creator-analysis, or when the user asks for theorem targets, assumptions, proof obligations, impossibility routes, analysis validation, or a non-experimental plan.

- **知識領域**：Decentralized Federated Learning / Distributed Machine Learning - **資料來源數量**：20 份文件 - **最後更新時間**：2026-04-21 - **適用 Agent 類型**：研究助手 / 技術顧問 / 領域問答機器人

Activates for ANY project involving research, design, development, or creation across all domains and all AI platforms. Routes to the appropriate domain workflow (software, physical-creative, hybrid, media, business, events, or scientific) and manages the full lifecycle from discovery through deployment and iteration. Use this skill when starting any new project, when unclear which workflow to follow, or when a project spans multiple domains. Compatible with: Manus, Claude, Claude Code, OpenA...

Semantic Static Analysis with Taint Support. Used to prove Hypotheses by finding Data Flows from Source to Sink.

Generate a weekly AI report in Markdown, including official announcements, industry news, GitHub-oriented open-source signals (via configured feeds), a capped paper ratio, and **optionally** OpenClaw top skills as **auxiliary** context.

Understand the OCSF schema. Use when working with OCSF, looking up

OSINT Investigator v2.1 — comprehensive open-source intelligence skill. Triggers on: OSINT, recon, digital footprint, dorking, social media investigation, username lookups, email tracing, domain recon, entity mapping, OPSEC, image verification, metadata analysis, threat intel, people search, background research. Slash commands: /dork, /recon, /pivot, /entity, /timeline, /analyze-metadata, /verif-photo, /sock-opsec, /report, /simple-report, /full, /track, /link, /entities, /confidence, /export...

You are the decision engine of an automated network scanning agent. You receive structured scan results and decide the next tool to call. You must return a NextAction Pydantic object only, no free text.

Narrative architect. Analyzes and structures stories using Dan Harmon's Story Circle, character arc mapping, plant/payoff tracking, and tonal diagnostics. Apply when outlining, revising, or evaluating any narrative — novels, screenplays, short stories, or episodic content.

Returns the universal governance spec for custom workflow commands. Hard rules, briefing templates, launch mechanics, and pulse setup. Invoked by user-authored shortcut commands that cannot read launch.md directly.

Use when authoring or editing pages under /knowledge/ on the lab website (paper pages, topic pages, repo pages). Covers required frontmatter fields, slug rules, the h1-must-match-title invariant, finding anchors, git commit conventions, the wiki_janitor audit, and the preservation rule for category and papers_supporting fields.

Create authoritative white papers that establish thought leadership and educate audiences

Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes.

Server-side extension that completes the full analysis pipeline for binary outcome variables after vera-stat-binary-testing has run. Adds remaining association tests (chi-square/Fisher's for additional predictors, point-biserial for continuous predictors), stratified odds ratio analysis with Breslow-Day test and forest plot, full modeling (logistic regression with OR and 95% CI, Hosmer-Lemeshow GOF, pseudo-R2, ROC curve with AUC, classification table, tree-based classification with CART/RF/GB...

End-to-end applied statistical research pipeline. Takes a research question and dataset, runs literature review, statistical analysis with parallel method tracks, and produces a complete manuscript (Markdown + LaTeX/PDF). Use when user says "application pipeline", "applied analysis", "analyze my data and write paper", "end-to-end analysis", or wants to go from raw data to manuscript. Covers all outcome types: continuous, binary, ordinal, nominal, count, survival, repeated measures, time serie...

Venue-specific LaTeX templates, formatting requirements, and submission guidelines for journals, conferences, posters, and grants—use when a target venue imposes strict layout, page limits, anonymization, or agency compliance rules.

Guides the initial analysis and impact assessment of a V8 security report, strictly excluding implementation or fixing.