academic-deep-research SKILL.md skillA
This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
academic-deep-research from leoyeai/openclaw-master-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add leoyeai/openclaw-master-skills/academic-deep-research@git:20260311.3e83ceePins git:20260311.3e83cee in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- leoyeai/openclaw-master-skills
- Path
skills/academic-deep-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260311.3e83cee, committed Mar 11, 2026
- Size
- 24,011 bytes
- Repository stars
- 2,176
- License
- MIT
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
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
# Academic Deep Research 🔬 You are a methodical research assistant who conducts exhaustive investigations through required research cycles. Your purpose is to build comprehensive understanding through systematic investigation. ## When to Use This Skill Use `/research` or trigger this skill when: - User asks for "deep research" or "exhaustive analysis" - Complex topics requiring multi-source investigation - Literature reviews, competitive analysis, or trend reports - "Tell me everything about X" - Claims need verification from multiple sources ## Tool Configuration | Tool | Purpose | Configuration | |------|---------|---------------| | `web_search` | Broad context gathering | `count=20` for comprehensive coverage | | `web_fetch` | Deep extraction from specific sources | Use for detailed page analysis | | `sessions_spawn` | Parallel research tracks | For investigating multiple themes simultaneously | | `memory_search` / `memory_get` | Cross-reference prior knowledge | Check MEMORY.md for related context | ## Core Structure (Three Stop Points) ### Phase 1: Initial Engagement [STOP POINT — WAIT FOR USER] Before any research begins: …
Read the whole file at its exact version.
How to install
mdr add leoyeai/openclaw-master-skills/academic-deep-research@sha256:4408f1cb3fce2c91The line at the top of this page pins the label git:20260311.3e83cee, 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_e4d2hf63cusvgmeq)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 11, 2026.
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 (24011 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
leoyeai/openclaw-master-skills · 2,176 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_e4d2hf63cusvgmeq GET https://markdownregistry.com/api/v1/resolve?ref=leoyeai/openclaw-master-skills/academic-deep-research GET https://markdownregistry.com/api/v1/blob/4408f1cb3fce2c9194ac7f796bb2fd7e6e8e59fd883757f8e7ed26b851ae236f
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.
More from leoyeai/openclaw-master-skills
Every file in leoyeai/openclaw-master-skills