Agent skill

Inno Prepare Resources

by OpenLAIR in OpenLAIR/dr-claw

Loads the evaluation instance, searches GitHub for related repositories, builds a dataset description, queries the Prepare Agent for reference codebases, and downloads arXiv paper sources.

Custom licenceAuto-check passedAgent Workflows

Install Inno Prepare Resources

skills CLI
$ npx skills add OpenLAIR/dr-claw --skill inno-prepare-resources -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install OpenLAIR/dr-claw inno-prepare-resources --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/OpenLAIR/dr-claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/inno-prepare-resources .claude/skills/inno-prepare-resources && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
inno-prepare-resources
GitHub stars
1.2k
Token cost
~2.9k tokens
SKILL.md length
953 words
Files
1
Skills in repo
36
Repo updated
First seen
Licence
Custom licence

At a glance

Loads the evaluation instance, searches GitHub for related repositories, builds a dataset description, queries the Prepare Agent for reference codebases, and downloads arXiv paper sources.

  • Works in 6 steps: Load the evaluation instance → Search GitHub for related repositories → Build the dataset description → …
  • Tasks that involve Planning
  • SKILL.md covers Inputs, Outputs, Cache file outputs and Step-by-step Instructions, plus 1 more section
  • Reaches api.github.com and github.com

What it does

Inno Prepare Resources is an agent skill from OpenLAIR/dr-claw. Loads the evaluation instance, searches GitHub for related repositories, builds a dataset description, queries the Prepare Agent for reference codebases, and downloads arXiv paper sources. Covers both Idea mode and Plan mode (the only difference is whether innovative ideas are included in the Prepare Agent query).

Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows, covering Planning and Academic paper search. It works with GitHub and arXiv. The repository describes itself as: A Super AI Lab with massive AI Doctors as Assistants. Best IDE for Research via AI Power.

When your agent uses it

  • Tasks that involve Planning
  • Tasks that involve Academic paper search

Example prompts

  • “Use the inno-prepare-resources skill to load the evaluation instance, searches GitHub for related repositories, builds a dataset description…”
  • “/inno-prepare-resources”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Load the evaluation instance
  2. Search GitHub for related repositories
  3. Build the dataset description
  4. Query the Prepare Agent
  5. Extract reference paper list
  6. Download arXiv paper sources

What it can do on your machine

Read from SKILL.md and the folder at commit d51b64e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • api.github.com
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Inno Prepare Resources loads about 2.9k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 953 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~85
When it runs · the whole SKILL.md, loaded when a task matches
~2.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 953 words (~2,883 tokens).

“Read from instance.json. Path values are absolute when the project is created by Dr. Claw; use as-is. If relative (e.g. hand-edited), resolve with path.join(project_path, value).”

— opening of SKILL.md by OpenLAIR, Custom licence
name
inno-prepare-resources

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/inno-prepare-resources of OpenLAIR/dr-claw.

Open the folder on GitHubat commit d51b64e

Compare with similar skills

Inno Prepare Resources next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Inno Prepare Resources compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Inno Prepare Resources this skillOpenLAIR/dr-claw1.2k—~2.9kAutomated safety check: PassCustom licence
TicketEmertonData/glide119—~1.8kAutomated safety check: PassCustom licence
News Aggregator Skillcclank/news-aggregator-skill1.3k—~2.1kAutomated safety check: PassNone
Outline AgentAr9av/PaperOrchestra6791 repos~1.6kAutomated safety check: PassCustom licence
Setting Up Papergraphlotchuazzz-crypto/papergraph-mcp282—~3.3kAutomated safety check: PassMIT
Ideer Daily PaperAI45Lab/iDeer416—~2.3kAutomated safety check: NotesAGPL-3.0

Similar skills

  • Ticket

    EmertonData/glide

    Writes a developer-ready GitHub ticket for the GLIDE dev team, from any input: research paper (arXiv, PDF, screenshots, reference implementation), refactoring request, documentation task, or…

    119 GitHub stars~1.8k tokensUpdated 2 days ago
    Research & ScienceAuto-check passed
  • News Aggregator Skill

    cclank/news-aggregator-skill

    Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 44+ sources including Hacker News, Lobsters, Dev.to, GitHub, arXiv, Hugging Face Papers, AIHOT, TLDR…

    1.3k GitHub stars~2.1k tokensUpdated 4 mo ago
    Writing & ContentAuto-check passed
  • Outline Agent

    Ar9av/PaperOrchestra

    Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.

    679 GitHub starsUsed in 1 repo~1.6k tokens
    Research & ScienceAuto-check passed
  • Setting Up Papergraph

    lotchuazzz-crypto/papergraph-mcp

    A skill your agent uses when a user has cloned PaperGraph MCP and asks to install, initialize, configure, set up, or start using it with an agent or MCP client.

    282 GitHub stars~3.3k tokensUpdated 3 days ago
    Agent WorkflowsAuto-check passed
  • Ideer Daily Paper

    AI45Lab/iDeer

    Daily paper/repo digest where YOU are the reader. An agent skill from AI45Lab/iDeer.

    416 GitHub stars~2.3k tokensUpdated 2 mo ago
    Research & ScienceAuto-check: notes
  • Rival Search MCP

    damionrashford/RivalSearchMCP

    Deterministic deep research via RivalSearchMCP. An agent skill from damionrashford/RivalSearchMCP.

    132 GitHub stars~796 tokensUpdated today
    Research & ScienceAuto-check passed

More from OpenLAIR/dr-claw

All 36 skills in this repo
  • Analyzes reviewer comments and drafts venue-specific rebuttals for AI and computer science conferences, with an issue board, task list and paper edit plan.

    1.2k GitHub stars~4.9k tokensUpdated 23 days ago
    Auto-check: notes
  • Turns a research paper into a slide deck and, optionally, a narrated demo video, through script, slide generation, text-to-speech and video assembly stages you control.

    1.2k GitHub stars~1.5k tokensUpdated 23 days ago
    Auto-check passed
  • Clusters the latest news-feed results by topic and writes a briefing of research idea seeds with citations, plus a structured seeds file, without crawling new sources.

    1.2k GitHub stars~1.3k tokensUpdated 23 days ago
    Auto-check: notes
  • ML Dataset Discovery

    OpenLAIR/dr-claw

    Searches Hugging Face Hub, OpenML, GitHub and paper references for datasets that fit a research task and returns a ranked, de-duplicated table.

    1.2k GitHub stars~741 tokensUpdated 23 days ago
    Auto-check passed
  • Gemini Deep Research

    OpenLAIR/dr-claw

    Runs multi-source web research through Google's Gemini Deep Research Agent with a bundled Python script and saves a structured, cited report as files.

    1.2k GitHub stars~996 tokensUpdated 23 days ago
    Auto-check passed
  • Six-phase workflow for writing, revising and adapting grant proposals for NSF, NIH, DOE, DARPA, NASA and China's NSFC, from profiling through simulated peer review.

    1.2k GitHub stars~9.2k tokensUpdated 23 days ago
    Auto-check passed

Works with

Questions about Inno Prepare Resources

What does Inno Prepare Resources do?

Loads the evaluation instance, searches GitHub for related repositories, builds a dataset description, queries the Prepare Agent for reference codebases, and downloads arXiv paper sources. Inno Prepare Resources is an agent skill from OpenLAIR/dr-claw. Loads the evaluation instance, searches GitHub for related repositories, builds a dataset description, queries the Prepare Agent for reference codebases, and downloads arXiv paper sources.

When should I use Inno Prepare Resources?

Inno Prepare Resources fits situations like: tasks that involve Planning; tasks that involve Academic paper search.

How do I install Inno Prepare Resources in Claude Code?

Run `npx skills add OpenLAIR/dr-claw --skill inno-prepare-resources -a claude-code`. Or copy the skill folder (skills/inno-prepare-resources in OpenLAIR/dr-claw) into .claude/skills/inno-prepare-resources in your project. Claude Code loads it when a task matches its description.

How do I install Inno Prepare Resources in Codex?

Run `npx skills add OpenLAIR/dr-claw --skill inno-prepare-resources -a codex`. Or copy the skill folder (skills/inno-prepare-resources in OpenLAIR/dr-claw) into .agents/skills/inno-prepare-resources in your project. Codex loads it when a task matches its description.

Can I use Inno Prepare Resources in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add OpenLAIR/dr-claw --skill inno-prepare-resources -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/inno-prepare-resources, .gemini/skills/inno-prepare-resources, .github/skills/inno-prepare-resources and .opencode/skills/inno-prepare-resources in your project.

What does Inno Prepare Resources need to run?

SKILL.md names no scripts, command-line tools or credentials: Inno Prepare Resources is instructions for the agent only.

Does Inno Prepare Resources access the network?

SKILL.md names 2 domains. In commands or code: api.github.com and github.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Inno Prepare Resources safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Inno Prepare Resources use?

Inno Prepare Resources has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Inno Prepare Resources use?

About 2.9k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Inno Prepare Resources?

Skills that share tags, products or a category with Inno Prepare Resources: Ticket (EmertonData/glide, 119 stars), News Aggregator Skill (cclank/news-aggregator-skill, 1.3k stars), Outline Agent (Ar9av/PaperOrchestra, 679 stars) and Setting Up Papergraph (lotchuazzz-crypto/papergraph-mcp, 282 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Inno Prepare Resources?

OpenLAIR (a GitHub organization) maintains it in OpenLAIR/dr-claw, which has 1,155 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on September 17, 2026.

Source: OpenLAIR/dr-claw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.