academic
0
docs-search
Lightweight search utility for Toss / Apps-in-Toss llms-full.txt docs, caching sources and ranking snippets with keyword + similarity (Korean-aware) scoring.
toss
research
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
academic
0
academic-review
Multi-agent academic paper reviewer. Uses parallel agents (Style, Logic, Format checkers) to overcome LLM self-preference bias. Call after writing with academic-writing skill.
TravisCao
research
academic
0
chatgpt-parallel-research
Browser Controller拡張機能を使ってChatGPT 5.2 Thinkingで3並列以上のウェブ検索・ブレスト・情報収集を実行する。難問にはHeavy thinking（heavy/extended）を使用。指定時のみChatGPT Proで深い考察・ファクトチェック。マルチターン継続（chat）、再取得（recover）、ファイル添付、タブ管理にも対応。「ウェブ検索」「横断検索」「並列検索」「ブレスト」「情報収集」「リサーチ」「再取得」「追加質問」を依頼されたときに使用する。
matsuni-kk
research
academic
0
topic-synthesis
Synthesize claims across multiple sources to identify consensus, disagreements, and emerging narratives on AI research topics. Use when you have claims from both lab researchers and critics on the same topic and need to understand where they agree, disagree, and what the overall hype level is.
rickoslyder
research
academic
0
argument-strengthener
Specialized agent for deep argument analysis. Maps claims, identifies logical gaps, generates counterarguments, suggests evidence needs. Use when user asks to "strengthen arguments", "check logic", "improve reasoning", or explicitly invokes the argument strengthener agent.
nathan-a-king
research
scientific-computing
0
use-research
Find relevant research and guide implementation based on it. Use when implementing features, fixing bugs, or exploring techniques where existing research in docs/research/ may provide guidance. Trigger phrases include "apply research", "use research", "based on the research", "implement from paper", or "find relevant research for [task]".
takoeight0821
research
academic
0
codex-chat
Use when user wants to ask Codex a question, get a second opinion, or consult with gpt-5.2. Triggers on phrases like "ask codex", "codex opinion", "what does codex think".
kanlanc
research
academic
0
pke-query
PKE (Promethean Knowledge Engine) query patterns and memory framework integration. Use for: (1) Structured knowledge retrieval, (2) Context package assembly, (3) Course spec lookups, (4) Terminology and formatting rules, (5) Semantic anchoring. Triggers: PKE, knowledge engine, memory, context, retrieval, query, lookup, course spec, terminology.
PrometheusDevCreator
research
academic
0
second-opinion
Get second opinions from external AI agents (OpenAI, Gemini, GitHub). Use when user says "second opinion", "ask other AIs", "what would GPT say", "check with others", or wants to validate an approach.
alejandrolaborda
research
academic
0
internet-research-orchestrator
Orchestrate comprehensive TODAS research for novel/emerging domains (1-7 subagents adaptive). Specializes in unprecedented topics, post-training data, and emerging technologies. Uses adaptive depth-based methodology: straightforward queries (1 agent), standard queries (2-3 agents), complex queries (5-7 agents). Handles depth-first (multiple perspectives), breadth-first (distinct sub-topics), and straightforward investigations. Triggers include "novel", "emerging", "2025", "2026", "unprecedented", "new technology", research on topics that didn't exist during training cutoff.
ahmedibrahim085
research
academic
0
chatgpt-parallel-research
Browser Controller拡張機能を使ってChatGPT 5.2 Thinkingで3並列以上のウェブ検索・ブレスト・情報収集を実行する。難問にはHeavy thinking（heavy/extended）を使用。指定時のみChatGPT Proで深い考察・ファクトチェック。マルチターン継続（chat）、再取得（recover）、ファイル添付、タブ管理にも対応。「ウェブ検索」「横断検索」「並列検索」「ブレスト」「情報収集」「リサーチ」「再取得」「追加質問」を依頼されたときに使用する。
matsuni-kk
research
scientific-computing
0
research
Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking. Intelligent retrieval for difficult sites. Fabric pattern selection for 242+ specialized prompts. USE WHEN user says 'do research', 'extract wisdom', 'analyze content', 'find information about', or requests web/content research.
blackpwnguin
research
academic
0
search-history
Search Claude conversation history from JSONL files. Use when looking for previous discussions, past decisions, code solutions, or context from earlier conversations.
Roger-Parkinson-EHP
research
academic
0
exa-search
Deep web research, structured answers, and content retrieval using Exa. Use for heavy research, multi-step synthesis, or rich structured outputs; optionally pair with brave-search for fast scoping but not required.
anntnzrb
research
academic
0
argument-mapping
Reconstruct, visualize, and analyze argument structure. Use for: argument reconstruction, premise identification, inference evaluation, finding hidden assumptions, visualizing debates, Toulmin model analysis. Triggers: 'argument structure', 'premises', 'conclusion', 'inference', 'reconstruct', 'map the argument', 'Toulmin', 'argument diagram', 'validity', 'soundness', 'implicit premise', 'hidden assumption', 'logical structure'.
chrislemke
research
academic
0
langchain-retrieval
Document Q&A with RAG using Supabase pgvector store.
rebyteai-template
research
academic
0
research-ladder-right-sized-depth
A tiered approach to answering research questions with clear stop rules, evidence capture, and escalation to Tavily/Playwright only when needed.
mbosseme
research
academic
0
eval-frameworks
Evaluation framework patterns for RAG and LLMs, including faithfulness metrics, synthetic dataset generation, and LLM-as-a-judge patterns. Triggers: ragas, deepeval, llm-eval, faithfulness, hallucination-check, synthetic-data.
cuba6112
research
academic
0
getting-pr-review-comments
Use when needing Claude bot review recommendations from PR - automatically waits for workflows (including Claude review) to complete, then extracts recommendations and returns concise summary without loading full review into context
karlmdavis
research
academic
0
english-lesson-review
Analyze English lesson materials and add comprehensive notes including topic summaries and advanced vocabulary (英検2級以上). Use when the user asks to review lesson materials, analyze articles from the lesson, or add vocabulary notes after an English conversation class.
nishimao
research
academic
0
quantum-research
Comprehensive research combining web search, quantum analysis, and persistent memory. Use when researching topics that need current information plus deep cognitive analysis.
ExpressedAi
research
academic
0
gemini-research
Delegates research to Google Gemini. Use when user says "이거 좀 찾아봐", "Gemini한테 물어봐", "문서 검색해줘", "best practice 알려줘", "리서치해줘", "최신 정보 찾아줘", or needs web search, documentation lookup.
ziwon
research
academic
0
using-perplexity-platform
Perplexity Sonar API development with search-augmented generation, real-time web search, citations, and OpenAI-compatible Chat Completions. Use for AI-powered applications requiring up-to-date information, research assistants, and grounded responses with sources.
FortiumPartners
research