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teacherpeterpan/self-correction-llm-papers

This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.

Openclaw Autoresearch

Use when user wants to optimize, improve, benchmark, or evaluate a skill's prompt. Triggers on "optimize skill", "improve skill prompt", "benchmark skill", "...

ragora

Use Ragora MCP tools and REST API to discover, search, and synthesize answers from knowledge bases. Trigger when the user asks for grounded answers from Ragora collections, cross-collection comparison, source-backed summaries, due diligence research, or verification using marketplace data.

gsd-by-glittercowboy

Get Shit Done - Full project planning and execution workflow. Handles project initialization with deep context gathering, automated research, roadmap creation, phase planning, and execution with verification.

dkyazzentwatwa/osint-ai

--- name: osint-investigator description: "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

Auto Research Pipeline

OpenClaw 原生的自动化研究 pipeline。从一个研究 topic 出发，经过 23 个 stage 产出完整论文。 每个 Phase 由独立 sub-agent 执行（context 隔离），Phase 间通过文件系统传递产出。 触发词：Research X、跑研究、文献调研、写论文、研究 pipel...

Swarm

Cut your LLM costs by 200x. Offload parallel, batch, and research work to Gemini Flash workers instead of burning your expensive primary model.

Meeting Prep Agent

Never walk into a meeting unprepared again. Your agent researches all attendees before calendar events—pulling LinkedIn profiles, recent company news, mutual connections, and conversation starters. Generates a briefing doc with talking points, icebreakers, and context so you show up informed and confident. Triggered automatically before meetings or on-demand. Configure research depth, advance timing, and output format. Walking into meetings blind is amateur hour—missed connections, generic small

You.com Web Search & Research API

Integrate You.com APIs (Research, Search, Contents) into any language using direct HTTP calls — no SDK required. - MANDATORY TRIGGERS: YDC API, You.com API i...

Cjl Autoresearch Cc

Optimize skills, prompts, articles, workflows, or systems via single-step iterative edits with testing and scoring to keep improvements and discard regressions.

Deep Research Agent

Autonomous deep research agent with multi-step web search, sub-agent delegation, and structured report generation. Triggered by requests for deep research, 深...

Obsidian Tasks

Set up and manage an Obsidian task board with Kanban + Dataview. Creates a Tasks/Board.md pipeline (Backlog/Todo/In Progress/Review/Done), per-task notes with YAML frontmatter (status/priority/category/due), and dashboards via Dataview queries. Use for task tracking, moving cards between columns, keeping board + frontmatter in sync, and linking tasks to supporting notes/research.

ClawdStocks

Client/SDK + workflow for Clawdbot bots to participate on ClawdStocks.com. Fetches /spec, validates payloads, reads thread context, and posts new threads, structured 5-pillar research (Story, Growth, Valuation, News, Upcoming Catalysts), comments, and votes using X-API-Key. Use when building a bot that debates stocks on ClawdStocks or debugging API payload validation.

bounded-researcher

Bounded evidence-first research workflow for software agents. Use when an agent should reduce uncertainty, localize issues, validate outputs, or summarize ev...

Autonomous Organization

Manages and schedules autonomous agents to perform research, projects, memory upkeep, cleanup, and security tasks around the clock.

autoresearch

Autonomous experiment loop for AI agents. Use when the user wants to run systematic experiments — optimizing hyperparameters, searching for better configurat...

academic-writing-refiner

Refine academic writing for computer science research papers targeting top-tier venues (NeurIPS, ICLR, ICML, AAAI, IJCAI, ACL, EMNLP, NAACL, CVPR, WWW, KDD, SIGIR, CIKM, and similar). Use this skill whenever a user asks to improve, polish, refine, edit, or proofread academic or research writing — including paper drafts, abstracts, introductions, related work sections, methodology descriptions, experiment write-ups, or conclusion sections. Also trigger when users paste LaTeX content and ask for w

Digital Labour

24 AI agents for business automation - sales outreach, lead gen, content creation, SEO, ad copy, bookkeeping, proposals, market research, business plans, tec...

LegalDoc AI

Automate extraction, analysis, summarization, legal research, and deadline tracking of contracts and legal documents for law firms and professionals.

抖音搜索视频全量分析工具，支持扫码登录，自动图片验证

This skill automates end-to-end Douyin topic research and report generation. Given a search keyword and a target video count, it handles QR-code login, batch...

Sopaper Evidence

Evidence-first research workflow for evidence discovery, source verification, and citation grounding. Use when the task requires searching, verifying, and or...

S.H.I.T底刊摘要

Automates extraction and AI-based analysis of research papers from shitjournal.org, capturing titles, abstracts, DOIs, and publication dates in JSON format.

Khoj

Your AI second brain. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI. ([Demo](https://app.khoj.dev/), [Source Code](https://github.com/khoj-ai/khoj)) `AGPL-3.0` `Python/Docker`

Code Research Crafter

A complete 6-phase workflow for researching codebases, designing enhancement proposals, and publishing RFCs to GitHub. Covers code analysis, academic researc...

ARC Creator

Create and populate Annotated Research Contexts (ARCs) following the nfdi4plants ARC specification. Use when creating a new ARC, adding studies/assays/workflows/runs, annotating ISA metadata, organizing research data into ARC structure, or pushing ARCs to a DataHUB. Guides the user interactively through all required and optional metadata fields.

Lofy Career

Job search automation for the Lofy AI assistant — application tracking, resume tailoring to job descriptions, interview prep with company research, follow-up management with draft emails, and pipeline analytics. Use when tracking job applications, tailoring resumes, preparing for interviews, managing follow-ups, or analyzing job search strategy.

Agentic Browser 0.1.2

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video

Doctorbot Ci Validator

Stop failing in production. Validate your GitHub Actions, GitLab CI & Keep workflows offline with surgical precision. Born from Keep bounty research, perfected for agents.

n8n

The only agent framework that improves itself while you sleep. Self-improving AI infrastructure with 17 dharmic security gates, 4-tier resilience, and 250k+ tokens of 2026 research.

Financial Analyst

Financial analysis and research workflows for market research, equity research, comparable companies, precedent transactions, and DCF valuation. Use when ask...

Car Buying Assistant

Help Justin research, compare, and decide on new/used cars in Ontario, Canada (and nearby markets) using structured workflows, web research, and local files....

Research Idea

Launch background Clawdbot sessions to explore and analyze business ideas. Say 'Idea: [description]' to trigger. Fork of 'idea' skill rewritten to use sessions_spawn instead of claude CLI + tmux + telegram CLI. Results sent to current chat, not Saved Messages. Zero external dependencies.

Cue

AI-powered financial research assistant with "White-Box" evidence engineering. Multi-Agent architecture for automated information collection, verification, a...

Seo Keyword Pro

AI-powered SEO keyword research tool by Automaton. Find low-competition keywords, analyze search intent, track rankings, and generate content briefs.

anakin

Convert websites into clean data at scale - scrape URLs, batch scrape, AI search, and autonomous research

Product Opportunity Research

Use when conducting deep product opportunity research or feature prioritization. 6 specialized agents (User JTBD, Workflow, Tech Feasibility, System Integrat...

Two Sample Mr Research Planner

Generates tailored two-sample Mendelian randomization study plans with four workload options, detailed workflows, validation, figures, and publication strate...

ResearchClaw

Autonomous research pipeline skill for Claude Code. Given a research topic, orchestrates 23 stages end-to-end: literature review, hypothesis generation, expe...

Agent Factory

Rapidly spawn and configure specialized sub-agents. Includes templates for Research, Coding, and Analysis agents. Automates workspace setup and instruction d...

Build Pipeline

Orchestrate agent build workflow. you handle parse and research, then delegates the full build to Builder. Use for new builds and error handling.

Network Tox Docking Research Planner

Generates four-tier network toxicology and molecular docking research plans from a toxicant and disease input, detailing targets, pathways, docking, workflow...

Obsidian Tasks

Set up and manage an Obsidian task board with Kanban + Dataview. Creates a Tasks/Board.md pipeline (Backlog/Todo/In Progress/Review/Done), per-task notes with YAML frontmatter (status/priority/category/due), and dashboards via Dataview queries. Use for task tracking, moving cards between columns, keeping board + frontmatter in sync, and linking tasks to supporting notes/research.

Task Router

Automatically route tasks to the appropriate tool, agent, or workflow. Analyzes task intent and complexity to route to coding, research, trading, system, or...

Web Search Hub

Use this skill when users need to search the web for information, news, images, or videos. Triggers include: requests to "search for", "find information about", "look up", "what's the latest on", or any request requiring current web content. Also use for research tasks, fact-checking, finding visual resources, or gathering recent news. Requires OpenClawCLI installation from clawhub.ai. Do NOT use when Claude's built-in web_search tool is more appropriate for simple queries.

Content Source To Markdown

Convert URLs, social posts, and web snippets into clean markdown briefs for ecommerce content research and workflow reuse. Use when teams need structured inp...

Code Refactor For Reproducibility

Use when refactoring research code for publication, adding documentation to existing analysis scripts, creating reproducible computational workflows, or prep...

quick research for VC/Consulting/Strategy Intern

Structured desk research workflow for market, company, policy, product, and competitor questions. Use when a user asks for secondary research, landscape scan...

LaunchFast Full Research Loop

Complete Amazon FBA product research pipeline using the LaunchFast MCP. Runs product research, IP checks, supplier sourcing, and PPC keyword research in sequ...