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autoresearch

Automated research subagent.

Skill by SZabolotnii

IndexedLicense unknown★ 5
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/szabolotnii-autoresearch

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Automated research subagent. Accepts a natural-language query, gathers sources from the knowledge graph (KG + BM25 + E5 + Web + Notion), performs SGR synthesis, generates validated knowledge cards, and writes them to the graph. Explicit trigger: "autosearch" — activates the subagent without confirmation. Soft triggers (require confirmation): "research", "analyze", "compare", "deep dive", "review".

Use cases: research, productivity, agent-building

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/autoresearch

What's inside

Skill name
autoresearch
Description
Automated research subagent. Accepts a natural-language query, gathers sources from the knowledge graph (KG + BM25 + E5 + Web + Notion), performs SGR synthesis, generates validated knowledge cards, and writes them to the graph. Explicit trigger: "autosearch" — activates the subagent without confirmation. Soft triggers (require confirmation): "research", "analyze", "compare", "deep dive", "review".
License
unknown
Instructions
307 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (34)

  • SKILL.md
  • __init__.py
  • __main__.py
  • api.py
  • batch.py
  • brief.py
  • make_brief.py
  • pipeline.py
  • plan_research.py
  • planner.py
  • planner_prompt.py
  • __init__.py · providers/
  • bm25_search.py · providers/
  • e5_semantic.py · providers/
  • kg_query.py · providers/
  • notion_query.py · providers/
  • sgr_provider.py · providers/
  • web_search.py · providers/
  • DESIGN_FLOW.md · references/
  • research-planner-agent-design-2026-04-05.md · references/
  • research-planner-eval-criteria.md · references/
  • research-planner-schema.md · references/
  • run.py
  • __init__.py · stages/
  • emit.py · stages/
  • gather.py · stages/
  • integrate.py · stages/
  • plan.py · stages/
  • scoring.py · stages/
  • synthesize.py · stages/
  • validate_synthesis.py · stages/
  • verify.py · stages/
  • validate_planner_integration.py
  • validate_search_plan_execution.py

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from SZabolotnii/Ayona-OpenClaw-template

Signals

Stars
5
Forks
0
Open issues
0
Last commit (this folder)
Apr 11, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/SZabolotnii/Ayona-OpenClaw-template
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from SZabolotnii

Cite this page

autoresearch skill. Agent Mart. https://agentmart.dev/skills/szabolotnii-autoresearch (last updated 2026-10-24)