ClaudSkills / Science & Research / research-methods

Agent Research Aggregator

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: research-methods
ai:agent
Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts insights and numeric results, and formats them as PaperOrchestra-ready inputs (idea.md + experimental_log.md). TRIGGER when the user says "aggregate my agent logs for paper writing", "extract experiments from my coding agent history", "prepare PaperOrchestra inputs from my cache", "turn my agent logs into a paper", mentions a folder or directory they want to use as the basis for a paper, or wants to run PaperOrchestra but only has scattered agent experiment histories rather than structured inputs. Run this BEFORE paper-orchestra. Also called automatically by paper-orchestra when workspace/inputs/idea.md or workspace/inputs/experimental_log.md are missing.

What this skill does

Agent Research Aggregator is a production-ready Claude Code skill (quality score 70/100) in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agent-research-aggregator/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Agent Research Aggregator skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/agent-research-aggregator
curl -L https://claudskills.com/skills/agent-research-aggregator/SKILL.md \
  -o ~/.claude/skills/agent-research-aggregator/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/agent-research-aggregator/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/agent-research-aggregator/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agent-research-aggregator\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt