kw-engine
Distill transferable problem-solving principles from literature (L1 faithful -> L2 abstract -> L3 synthesis); /kw orchestrates fetch/read/distill/synthesize/verify across…
Plugin bundle · by peigenchan
About
kw-engine is a plugin bundle for AI coding tools published by peigenchan. Marketplaces we read that list it: 1 (Community GitHub marketplaces). We first saw it on 2026-10-15 and have recorded no change since. As of our marketplace pass on 2026-10-16.
Distill transferable problem-solving principles from literature (L1 faithful -> L2 abstract -> L3 synthesis); /kw orchestrates fetch/read/distill/synthesize/verify across sub-agents.
What it asks for
- Installs as a plugin bundle
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a Claude Code plugin
Built from what Community GitHub marketplaces declares.
/plugin marketplace add chenpg2/kw-engine
/plugin install kw-engine@kw-engine
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Community marketplace chenpg2/kw-engine (Open the source on GitHub) | Listed | 1.0.0 | Forks (GitHub): 0 Stars (GitHub): 11 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
Listed in one community marketplace
| Marketplace | Repository | Stars (GitHub) |
|---|---|---|
| kw-engine | chenpg2/kw-engine | 11 |
What the bundle contains
As published on Community GitHub marketplaces.
Skills: 4
kwkw-explorekw-initkw-question
Agents: 5
kw-distillerkw-fetcherkw-readerkw-synthesizerkw-verifier
What changed
- Became a product we track
- Community GitHub marketplaces: appeared
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Research topics via web search, synthesize detailed summaries with sources and screenshots
-
Evidence-first reading of supplied documents. Five modes (quick/deep/map/feynman/book), claim-reason-evidence decomposition, confidence labels, evidence ledger, knowledge maps…
-
Deep-reading assistant: five modes (quick, deep, knowledge-map, Feynman, full book) that extract core claims, argument structure, and key evidence from books and articles into…
-
Structured research summarization — summarize academic papers, market research, user interviews, and competitive analysis into actionable insights.
-
Structured research summarization — summarize academic papers, market research, user interviews, and competitive analysis into actionable insights.
-
run-deep-research
Skills for deep research with OpenAI, Perplexity, Edison/Falcon, Cyberian, and OpenScientist
-
Skeptical analyst toolkit for long reports — READ/SKIM/SKIP verdicts, structured extraction (arguments, findings, stats, case studies, key snippets), and an opinionated executive…
-
Synthesize findings across a large body of research papers.
-
AI Web Research & Research Brief Agent
x402 cited web research and synthesis for agents. $1.99 per completed brief.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Deep academic paper analysis with bilingual (English/Chinese) output. Analyzes research papers from PDF paths, pasted text, or arXiv links, producing structured five-section…
-
Research any topic online and create comprehensive learning guides with RAG-optimized indexes for your AI agents. `/learn react hooks` searches the web for ~20 sources, scores…
-
A powerful AI skill for learning research paper
-
Scientific content analysis for academic research. Supports the full workflow from research question to publication-ready output: codebook development, qualitative and…
-
You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…
Has a listing on Claude Code: claude-plugins-official (5)
-
You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
Web scraping and crawling powered by Firecrawl. Turn any website into clean, LLM-ready markdown or structured data. Scrape single pages, crawl entire sites, search the web, and…
-
Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
Has a listing on Claude: knowledge-work-plugins (5)
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
Search across all of your company's tools in one place. Find anything across email, chat, documents, and wikis without switching between apps.
-
Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
-
The complete web toolkit for your agent. Search the web and get answers in milliseconds. Fetch any URL and get clean markdown content back. Send a browser agent to navigate sites…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.
-
Consensus is the go-to MCP for academic research. Connect directly to 220M+ peer-reviewed papers to search, synthesize, and build structured research outputs from within your…
-
Work with Zotero from Codex: search your library, export BibTeX, insert citations, and import references through the Zotero desktop app.
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
General life-sciences research workflows with query routing, evidence synthesis, and optional parallel subagent analysis across genetics, omics, biology, chemistry, structure…
Has a listing on Community GitHub marketplaces (5)
-
Research topics via web search, synthesize detailed summaries with sources and screenshots
-
Evidence-first reading of supplied documents. Five modes (quick/deep/map/feynman/book), claim-reason-evidence decomposition, confidence labels, evidence ledger, knowledge maps…
-
Deep-reading assistant: five modes (quick, deep, knowledge-map, Feynman, full book) that extract core claims, argument structure, and key evidence from books and articles into…
-
Structured research summarization — summarize academic papers, market research, user interviews, and competitive analysis into actionable insights.
-
Structured research summarization — summarize academic papers, market research, user interviews, and competitive analysis into actionable insights.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
A runtime-portable 5-agent quality gate that adjudicates text artifacts before they ship. Five role-conditioned LLM deliberators run a 2-round async protocol with cross-read…
-
Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai
-
Self-configuring status briefing generator. Learns your communication style from examples, discovers your data sources, and produces draft updates for any audience on demand.
-
Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
-
Advanced Security plugin for GitHub Copilot.
Has a listing on Cursor: cursor/plugins (5)
-
Search highlights and Reader documents, save articles.
-
Search company knowledge and draft verified answers.
-
Track AI visibility, sentiment, and citations.
-
Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.
-
Generate presentations, documents, and webpages.
Has a listing on Docker MCP Catalog (5)
-
Real-time web search, reasoning, and research through Perplexity's API
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.
-
Production-ready RAG service to search and retrieve data from your documents.
-
tavily-mcp io.github.tavily-ai/tavily-mcp
MCP server for advanced web search using Tavily
Has a listing on Official MCP Registry (5)
-
AI Web Research & Research Brief Agent
x402 cited web research and synthesis for agents. $1.99 per completed brief.
-
Multi-source research report generator with web fetching. x402 micropayment.
-
Query a verified document collection: passages that answer a question, with their source.
-
Extract structured data points from research papers and other documents with an LLM.
-
Multi-step web research with citations via Perplexity's Agent API. Standard library only.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.