Skills

idea-discovery-robot

idea-discovery-robot is a skill in wanshuiyin/Auto-claude-code-research-in-sleep, last changed 18 Oct 2026. It is instructions only: no scripts, no named hosts and no pre-approved tools. Our pattern check flagged nothing at commit 18bceb3 on 27 Oct 2026.

Pattern check: nothing flagged · commit 18bceb3 · 27 Oct 2026

Install
From the author
Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.
Licence
MIT
Repo stars
18.2k
Folder last changed
18 Oct 2026 (opens in a new tab)
Publisher
wanshuiyin
Files
1 file
Checked
18bceb3 (opens in a new tab) · 27 Oct 2026

Install

Each tab says whether it installs commit 18bceb3, the one we checked, or the latest version.

No tab for your agent? Use Any agent for OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity, and Claude Code for Cline. Kiro needs the folder copied by hand.

Pinned to commit 18bceb3, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&
  git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep.git "$tmp" &&
  git -C "$tmp" fetch -q --depth 1 origin 18bceb3c71c638bef58096274e1c9a6d323dbc0a &&
  git -C "$tmp" sparse-checkout set -- skills/skills-codex/idea-discovery-robot &&
  git -C "$tmp" checkout -q 18bceb3c71c638bef58096274e1c9a6d323dbc0a &&
  mkdir -p .claude/skills &&
  mkdir .claude/skills/idea-discovery-robot &&
  cp -R "$tmp"/skills/skills-codex/idea-discovery-robot/. .claude/skills/idea-discovery-robot/ &&
  rm -rf "$tmp"

If Claude Code was already running and this created the skills folder, run /reload-skills.

Claude Code docs (opens in a new tab)

What it can touch

From the files and frontmatter at commit 18bceb3. This is how much a skill can do, not whether it is risky.

What it can touch: Instructions only

It is instructions only: no scripts, no named hosts and no pre-approved tools.

Pattern check

Pattern check: nothing flagged · commit 18bceb3 · 27 Oct 2026

We checked every text file in this skill, at commit 18bceb3 on 27 Oct 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check worksReport an incorrect finding

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

  • Agent Skills specPasses with warnings

    The open format from agentskills.io, held to what the strictest agents enforce, so one folder loads everywhere.

    • Warning

      Paths that may not work once the skill is installed: line 8: ../shared-references/reviewer-backends.md (outside the skill folder), line 370: ../../shared-references/output-versioning.md (outside the skill folder), line 371: ../../shared-references/output-manifest.md (outside the skill folder) and line 372: ../../shared-references/output-language.md (outside the skill folder). B6

      Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.

    • Note

      There is no license field, so readers can't tell whether they may reuse the skill. O2

      Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.

  • Claude CodePasses with warnings

    Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.

    • Warning

      Paths that may not work once the skill is installed: line 8: ../shared-references/reviewer-backends.md (outside the skill folder), line 370: ../../shared-references/output-versioning.md (outside the skill folder), line 371: ../../shared-references/output-manifest.md (outside the skill folder) and line 372: ../../shared-references/output-language.md (outside the skill folder). B6

      Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.

  • Claude apps & API uploadPasses with warnings

    Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.

    • Warning

      Paths that may not work once the skill is installed: line 8: ../shared-references/reviewer-backends.md (outside the skill folder), line 370: ../../shared-references/output-versioning.md (outside the skill folder), line 371: ../../shared-references/output-manifest.md (outside the skill folder) and line 372: ../../shared-references/output-language.md (outside the skill folder). B6

      Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.

    • Note

      The description is 452 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4

      Fix: If the claude.ai upload refuses it, trim the description to 200 characters.

  • OpenAI (Codex & API)Passes with warnings

    Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.

    • Warning

      Paths that may not work once the skill is installed: line 8: ../shared-references/reviewer-backends.md (outside the skill folder), line 370: ../../shared-references/output-versioning.md (outside the skill folder), line 371: ../../shared-references/output-manifest.md (outside the skill folder) and line 372: ../../shared-references/output-language.md (outside the skill folder). B6

      Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.

  • VS Code & CopilotPasses with warnings

    VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.

    • Warning

      Paths that may not work once the skill is installed: line 8: ../shared-references/reviewer-backends.md (outside the skill folder), line 370: ../../shared-references/output-versioning.md (outside the skill folder), line 371: ../../shared-references/output-manifest.md (outside the skill folder) and line 372: ../../shared-references/output-language.md (outside the skill folder). B6

      Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.

SKILL.md

Files

1 file

PathSize
SKILL.md (opens in a new tab)15.5 KB

Copies

These share its SKILL.md or its name and description but not all its files, so we list them separately.

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