idea-discovery-robot SKILL.md skillA
idea-discovery-robot from wanshuiyin/auto-claude-code-research-in-sleep is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wanshuiyin/auto-claude-code-research-in-sleep/idea-discovery-robot@git:20260710.c3f9813Pins git:20260710.c3f9813 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wanshuiyin/auto-claude-code-research-in-sleep
- Path
skills/skills-codex-gemini-review/idea-discovery-robot/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260710.c3f9813, committed Jul 10, 2026
- First version recorded
- Mar 22, 2026
- Size
- 15,426 bytes
- Repository stars
- 18,690
- License
- MIT
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\\", \\"\u673a\u5668\u4eba\u627eidea\\", \\"embodied AI idea\\", \\"\u673a\u5668\u4eba\u65b9\u5411\u63a2\u7d22\\", \\"sim2real \u9009\u9898\\", or wants ideas for manipulation, locomotion, navigation, drones…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
> Override for Codex users who want **Gemini**, not a second Codex agent, to act as the reviewer. Install this package **after** `skills/skills-codex/*`. # Robotics Idea Discovery Pipeline > **Gemini overlay assurance:** `review_independence: cross-family` and `acceptance_status: accepted`. Orchestrate a robotics-specific idea discovery workflow for: **$ARGUMENTS** ## Overview This skill chains four sub-skills into a single automated pipeline: ``` /research-lit → /idea-creator (robotics framing) → /novelty-check → /research-review (survey) (filter + pilot plan) (verify novel) (critical feedback) ``` But every phase must be grounded in robotics-specific constraints: - **Embodiment**: arm, mobile manipulator, drone, humanoid, quadruped, autonomous car, etc. - **Task family**: grasping, insertion, locomotion, navigation, manipulation, rearrangement, multi-step planning - **Observation + action interface**: RGB/RGB-D/tactile/language; torque/velocity/waypoints/end-effector actions - **Simulator / benchmark availability**: simulation-first by default - **Real robot constraints**: hardware availability, reset cost, safety, operator time …
Read the whole file at its exact version.
How to install
mdr add wanshuiyin/auto-claude-code-research-in-sleep/idea-discovery-robot@sha256:dd0e7f33bff7b7a1The line at the top of this page pins the label git:20260710.c3f9813, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_cghwvr5gp6mqc3sh)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 22, 2026 and Jul 10, 2026, about one every 55 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260710.c3f9813 latest | 2026-07-10 | c3f9813 | 15,426 B | A | view · diff |
| git:20260413.c392ccc | 2026-04-13 | c392ccc | 15,322 B | A | view · diff |
| git:20260322.520d31d | 2026-03-22 | 520d31d | 14,857 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15426 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
wanshuiyin/auto-claude-code-research-in-sleep · 18,690 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cghwvr5gp6mqc3sh GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/idea-discovery-robot GET https://markdownregistry.com/api/v1/blob/dd0e7f33bff7b7a16fd4fca3bca1b475e3acd7ce24de68af6fdd20ad778c7e29
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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