xd-liu/AutoResearch-Idea

99Stars on the repository
11Mods indexed here, across every type
2mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

idea-brainstormer

01

xd-liu/AutoResearch-Idea

Agent Claude Code

Step 1 of the research-idea pipeline. Expands a seed meta-idea into 10 distinct idea variants and a set of literature-search queries. Spawned by the research-ideas orchestrator.

not rated 99 2mo ago A 47 tokens

idea-critic

02

xd-liu/AutoResearch-Idea

Agent Claude Code

Step 6 of the research-idea pipeline. Adversarially reviews each generated paper idea — strengths/novelty/impact, defects, and overlap with the retrieved literature — and assigns credit/blame to the pipeline step that produced each. Spawned (often in parallel) by the research-ideas orchestrator.

not rated 99 2mo ago A 69 tokens

idea-hybridizer

03

xd-liu/AutoResearch-Idea

Agent Claude Code

A helper agent that combines insights from research papers and brainstorming variations to create new candidate paper ideas.

not rated 99 2mo ago A 64 tokens

idea-prioritizer

04

xd-liu/AutoResearch-Idea

Agent Claude Code

Step 5 of the research-idea pipeline. Scores all candidate ideas on novelty/feasibility/impact, dedupes near-duplicates, and ranks them by priority. Spawned by the research-ideas orchestrator.

not rated 99 2mo ago A 52 tokens

paper-digester

05

xd-liu/AutoResearch-Idea

Agent Claude Code

Step 3 of the research-idea pipeline. Reads the retrieved papers and digests each into a reusable structured "gene". Runs in-context on Sonnet (your Claude Code subscription) — no API key needed. Spawned by the research-ideas orchestrator.

not rated 99 2mo ago A 58 tokens

paper-retriever

06

xd-liu/AutoResearch-Idea

Agent Claude Code

Step 2 of the research-idea pipeline. Runs the search tool to retrieve, dedupe, and rank 100 related papers from the brainstorm queries. Spawned by the research-ideas orchestrator. Cheap model — it just drives a tool.

not rated 99 2mo ago A 55 tokens

self-improvement

07

xd-liu/AutoResearch-Idea

Agent Claude Code

Meta/development logging agent — NOT part of the research-idea pipeline. Appends a concise entry to IMPROVEMENTLOG.md capturing the session's user prompts, key insights, and issues+fixes, so the system can be improved later. Invoke manually after notable work (e.g. "use the self-improvement agent to log this session").

not rated 99 2mo ago A 76 tokens

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