Research a topic from scratch using web search, page fetches, and academic sources (arXiv). Produces a structured markdown report with a clear title, introduction, findings…
Build and refine staff-level engineering resumes through interactive coaching, research-backed best practices, and per-job tailoring.
One repeatable pass that turns "look at " into scoped, witnessed, license-clean, FILED backlog.
Use this skill when the user wants to evaluate academic writing style (without source comparison) — KI-frei.
Free, KEYLESS web search — no API key, no setup, no config. Encyclopedic full-text via Wikipedia + instant answers via DuckDuckGo.
Free, KEYLESS web search — no API key, no setup, no config. Encyclopedic full-text via Wikipedia + instant answers via DuckDuckGo.
Generates a research-grounded execution plan for a coding task. MUST BE USED whenever the user asks for a plan, design, architecture, or spec — including in plan/approval mode,…
Deep research with cross-verification and source tiering. Use when investigating technologies, comparing tools, fact-checking claims, evaluating architectures, or any tas — from…
Track and analyze trends, breaking news, and market shifts. Measures velocity across web, social, news, GitHub, and academic signals.
Apply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification, adaptive planning, problem decomposition — from…
Apply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification, adaptive planning, problem decomposition — from…
EXPERIMENTAL v2: Enhanced parallel veracity audit with 12 gap fixes. Launches 20 agents per run in 5 waves (decomposition + quality gate + 3 verification waves).
Fill in the per-paper TODO sections (Problem/Method/Key Results/Limitations/Reusable Ingredients/...) of research-wiki/papers/.md pages that /research-lit, /arxiv,…
Extract patent text, claims, and citations from Google Patents, Espacenet, USPTO into raw/. Use for IP and prior art research.
Skill for assisting with academic and scientific writing
Parallel-research-then-converge design workflow between two agents. Use this skill when the user wants two agents to independently think through a design problem before aligning…
Automated audit workpaper preparation skill with PBC list management
Scaffold and run Karpathy-style autoresearch loops in any git repo. This skill should be used when setting up autonomous code improvement, generating adversarial eval har — from…
This skill should be used when the user asks to "run autoresearch", "optimize X in a loop", "set up autonomous experiments", "start autoresearch", "optimize X overnight", or…
Autonomous experiment loop: edit code, commit, run benchmark, extract metrics, keep improvements or revert, repeat forever.
Scaffold and run Karpathy-style autoresearch loops in any git repo. This skill should be used when setting up autonomous code improvement, generating adversarial eval har — from…
Detailed procedures for finding, creating, and resuming collab sessions
The core orchestration loop that processes work items one at a time
Deep, iterative, multi-source research that explores a topic from multiple perspectives, detects contradictions, and produces a comprehensive vault note with fact-level citations…
Draft sections of the sewage-house-prices academic paper. Handles section drafting for the Overleaf LaTeX manuscript, notation protocol, anti-hedging, and humanizer pass.
Trigger with "evaluate autoresearch fit", "score this skill for karpathy loop", "is this a good autoresearch candidate", "assess autoresearch viability for", "which skills are…
Lab Results agent for healthcare workflows.
English LaTeX academic paper assistant for existing `.tex` projects. Use this skill whenever the user wants to compile, lint, audit, or improve an English LaTeX conference or…
Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this skill whenever a user works on a Chinese master's or doctoral thesis…
Use this skill for academic writing revision, referee response drafting, contribution framing, paragraph tightening, and improving the logic of manuscripts or proposals
Look up MATLAB / MathWorks docs by function name, mathworks.com URL, or local help-HTML path. Use in preference to WebFetch for any mathworks.com URL — WebFetch gets HTTP 403 from…
Investigate MATLAB performance problems: time hotspots, memory consumption, parallelism, call patterns.
Bootstraps a skill evaluation lab repo for an autoresearch improvement run. Trigger with "set up an eval lab", "bootstrap the eval repo", "prepare the test repo for skill…
Comprehensive multi-dimensional review of the sewage-house-prices project. Runs econometrics audit, code review, manuscript proofread, and bibliography validation in parallel.
Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation.
Create visually rich PowerPoint (.pptx) presentations from academic papers, research notes, or any content the user wants in slide format.
Research Literature agent for healthcare workflows.
Structured research with sources, findings, and decisions.
Research a topic and create a new note in the vault. Use this skill whenever the user wants to learn about a topic they don't know yet, investigate a question, explore an idea, or…
This skill covers academic journal submission, referee responses, and revision management. Use when the user is preparing a manuscript for submission, formatting for a specific…
Ambiguity-exhaustive, research-grounded planning. BEFORE proposing any plan it (1) enumerates EVERY ambiguity as a structured clarifying question and (2) grounds every option in…
Research topics, users, and gather context from X (Twitter)
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets.
Universal planning for technical and non-technical projects. Domains: software implementation, business, personal, creative, academic, events.
Structured reflective problem-solving methodology. Process: decompose, analyze, hypothesize, verify, revise.
Run this repo’s Units+Checkpoints research pipelines end-to-end (survey/综述/review/调研/教程/系统综述/审稿), with workspaces + checkpoints.
Designs graphics for thumbnails, social media, banners, and presentations. Applies design principles (CRAP, Gestalt, visual hierarchy) with research-backed techniques.
Designs graphics for thumbnails, social media, banners, and presentations. Applies design principles (CRAP, Gestalt, visual hierarchy) with research-backed techniques.
Executive coaching skill that helps you plan your 2026 using research-backed process goals. Guides you through discovery questions, creates outcome goals, converts them to daily…
Expert legal research agent for finding and scraping expungement data state by state. Knows authoritative sources, URL patterns, Firecrawl configuration, and 2026 legal l — from…
[21] UNDERSTAND. Deep research workflow for this project using 150% scope (100% core + 50% boundary), evidence-based reasoning, and structured investigation notes.
Read and summarize 3D Gaussian Splatting research papers. Extracts method architecture, core innovations, experimental results, and key findings from arXiv papers or local PDFs.
Use when validating whether a finding is real, designing a shuffled null, checking for label leakage, reviewing causal feature definitions, interpreting agent-reported z-scores,…
A股研报摘要/卖方观点汇总/券商研报速览。当用户说"研报"、"券商研报"、"分析师怎么看"、"卖方观点"、"research digest"、"XX最新研报"、"目标价"、"评级"、"研究报告"、"机构怎么说"、"研报摘要"、"分析师观点"、"研报汇总"时触发。MUST USE when user asks about research report…
Use when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
Integrate Red Hat Ansible Automation Platform (AAP) with HashiCorp Vault Enterprise for dynamic SSH credential management.
Hypothesis-Test Loops via REPL for Exploratory Abductive Inference with Gay.jl colors
Add abstracts to .bib file entries by searching academic databases (arXiv, Semantic Scholar, CrossRef) with browser fallback.
Refines long medical academic texts into SCI-style unstructured Chinese and English abstracts; use when you need to condense drafts/reports/summaries into bilingual abstracts and…
12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit).