Agent skill

Innoclaw CLI

by SpectrAI-Initiative in SpectrAI-Initiative/InnoClaw

Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal.

Apache-2.0Auto-check passedResearch & Science

Install Innoclaw CLI

skills CLI

$ npx skills add SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a claude-code

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

GitHub CLI

$ gh skill install SpectrAI-Initiative/InnoClaw innoclaw-cli --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/SpectrAI-Initiative/InnoClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/innoclaw-cli/skills/innoclaw-cli .claude/skills/innoclaw-cli && 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/

Paste into Claude Code

Install the "innoclaw-cli" agent skill from https://github.com/SpectrAI-Initiative/InnoClaw/tree/main/plugins/innoclaw-cli/skills/innoclaw-cli into .claude/skills/innoclaw-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "innoclaw-cli", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/SpectrAI-Initiative/InnoClaw/tree/main/plugins/innoclaw-cli/skills/innoclaw-cli

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install SpectrAI-Initiative/InnoClaw innoclaw-cli --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/SpectrAI-Initiative/InnoClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/innoclaw-cli/skills/innoclaw-cli .agents/skills/innoclaw-cli && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "innoclaw-cli" agent skill from https://github.com/SpectrAI-Initiative/InnoClaw/tree/main/plugins/innoclaw-cli/skills/innoclaw-cli into .agents/skills/innoclaw-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "innoclaw-cli", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install SpectrAI-Initiative/InnoClaw innoclaw-cli --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/SpectrAI-Initiative/InnoClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/innoclaw-cli/skills/innoclaw-cli .cursor/skills/innoclaw-cli && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "innoclaw-cli" agent skill from https://github.com/SpectrAI-Initiative/InnoClaw/tree/main/plugins/innoclaw-cli/skills/innoclaw-cli into .cursor/skills/innoclaw-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "innoclaw-cli", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/SpectrAI-Initiative/InnoClaw.git --path plugins/innoclaw-cli/skills/innoclaw-cli

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install SpectrAI-Initiative/InnoClaw innoclaw-cli --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/SpectrAI-Initiative/InnoClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/innoclaw-cli/skills/innoclaw-cli .gemini/skills/innoclaw-cli && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "innoclaw-cli" agent skill from https://github.com/SpectrAI-Initiative/InnoClaw/tree/main/plugins/innoclaw-cli/skills/innoclaw-cli into .gemini/skills/innoclaw-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "innoclaw-cli", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install SpectrAI-Initiative/InnoClaw innoclaw-cli

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/SpectrAI-Initiative/InnoClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/innoclaw-cli/skills/innoclaw-cli .github/skills/innoclaw-cli && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "innoclaw-cli" agent skill from https://github.com/SpectrAI-Initiative/InnoClaw/tree/main/plugins/innoclaw-cli/skills/innoclaw-cli into .github/skills/innoclaw-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "innoclaw-cli", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install SpectrAI-Initiative/InnoClaw innoclaw-cli --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/SpectrAI-Initiative/InnoClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/innoclaw-cli/skills/innoclaw-cli .opencode/skills/innoclaw-cli && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "innoclaw-cli" agent skill from https://github.com/SpectrAI-Initiative/InnoClaw/tree/main/plugins/innoclaw-cli/skills/innoclaw-cli into .opencode/skills/innoclaw-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "innoclaw-cli", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: innoclaw-cli
GitHub stars: 396
Token cost: ~548 tokens
SKILL.md length: 158 words
Files: 1
Skills in repo: 2
Repo updated: Aug 10, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal.

The user wants command-line control over this repository instead of only using the web UI
SKILL.md covers Interactive and auth, Non-interactive agent runs, Command groups and Base URL, plus 1 more section
Calls npm
Tasks that involve Deep research

What it does

Innoclaw CLI is an agent skill from SpectrAI-Initiative/InnoClaw. Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal. Trigger when the user wants command-line control over this repository instead of only using the web UI.

Its SKILL.md is about 550 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 Research & Science, covering Deep research and Frontend development. The repository describes itself as: An AI research Agent for scientific innovation. The licence is Apache-2.0.

When your agent uses it

The user wants command-line control over this repository instead of only using the web UI
Tasks that involve Deep research
Tasks that involve Frontend development

Example prompts

“/innoclaw-cli”

What it can do on your machine

Read from SKILL.md and the folder at commit 67231f3. 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
Shell commands in SKILL.md call:
- npm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.
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

Innoclaw CLI loads about 548 tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 158 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~53
When it runs · the whole SKILL.md, loaded when a task matches: ~548

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

The full file from SpectrAI-Initiative/InnoClaw at commit 67231f3, republished under its Apache-2.0 licence (© SpectrAI-Initiative). 158 words, ~548 tokens.

Download SKILL.mdSave it as .claude/skills/innoclaw-cli/SKILL.md (or your agent's skills folder).

name: innoclaw-cli
description: Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal. Trigger when the user wants command-line control over this repository instead of only using the web UI.

InnoClaw CLI

Use the innoclaw command from the repository root for local operation.

Bare innoclaw starts the interactive CLI and treats the current shell directory as the workspace.

Interactive and auth

bash

innoclaw
innoclaw auth status
innoclaw auth login
innoclaw auth logout

The CLI auto-starts the local app on localhost:3000 when needed.
When auth is enabled, the CLI opens the browser login page and waits for a dedicated CLI session handoff.
For trusted headless and CI-style runs, start the app with npm run dev:no-auth or AUTH_MODE=disabled.

Non-interactive agent runs

bash

innoclaw run --prompt "Summarize this workspace"
printf 'Create a plan for the current repo' | innoclaw run
innoclaw batch --input jobs.json --workers 4

Command groups

App lifecycle

bash

innoclaw doctor
innoclaw app dev
innoclaw app build
innoclaw app lint
innoclaw app test
innoclaw app start

Workspace management

bash

innoclaw workspace list
innoclaw workspace add --name notebooklm --path "$PWD"

Deep Research

bash

innoclaw research list --workspace-id <workspace-id>
innoclaw research create --workspace-id <workspace-id> --title "Survey of time-series Transformer architectures" --content "Write a deep research report."
innoclaw research show --session-id <session-id>
innoclaw research run --session-id <session-id>
innoclaw research export --session-id <session-id>

Base URL

Defaults to http://localhost:3000
Override with --base-url or INNOCLAW_BASE_URL

Usage notes

research create, research run, and research export use the same local app runtime and auth flow as innoclaw.
workspace add expects a filesystem path that already exists on disk.
innoclaw, run, and batch auto-bind the current shell directory as a workspace if needed.
The CLI stays thin: it wraps the existing local app and HTTP APIs rather than bypassing them.

Files

Just SKILL.md in plugins/innoclaw-cli/skills/innoclaw-cli of SpectrAI-Initiative/InnoClaw.

Open the folder on GitHubat commit 67231f3

Compare with similar skills

Innoclaw CLI 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.

Innoclaw CLI compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Innoclaw CLI this skillSpectrAI-Initiative/InnoClaw	396	—	~548	Automated safety check: Pass	Apache-2.0	2 mo ago
GitHub Deep Researchbytedance/deer-flow	84k	4 repos	~1.3k	Automated safety check: Pass	MIT	today
Deep Research WorkflowTokenRhythm/opensquilla	7.1k	—	~1.3k	Automated safety check: Pass	Apache-2.0	yesterday
Deep Researchsanjay3290/ai-skills	432	9 repos	~683	Automated safety check: Notes	Apache-2.0	1 mo ago
Horizontal-Vertical Deep ResearchKKKKhazix/khazix-skills	21k	—	~2.1k	Automated safety check: Pass	MIT	9 days ago
Academic Research PipelineImbad0202/academic-research-skills	51k	—	~15k	Automated safety check: Pass	Custom licence	today

Similar skills

GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
84k GitHub starsUsed in 4 repos~1.3k tokens
Research & ScienceAuto-check passed
Deep Research Workflow
TokenRhythm/opensquilla
Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations.
7.1k GitHub stars~1.3k tokensUpdated yesterday
Research & ScienceAuto-check passed
Deep Research
sanjay3290/ai-skills
Execute autonomous multi-step research using Google Gemini Deep Research Agent.
432 GitHub starsUsed in 9 repos~683 tokens
Research & ScienceAuto-check: notes
Horizontal-Vertical Deep Research
KKKKhazix/khazix-skills
Runs a two-axis deep research method on a product, company, concept or person: its full history over time, compared with peers today, delivered as a typeset PDF report.
21k GitHub stars~2.1k tokensUpdated 9 days ago
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Academic Research Pipeline
Imbad0202/academic-research-skills
Orchestrates a ten-stage academic workflow from research to finished manuscript, including integrity checks, two rounds of peer review and revision.
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Questions about Innoclaw CLI

What does Innoclaw CLI do?

Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal. Innoclaw CLI is an agent skill from SpectrAI-Initiative/InnoClaw. Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal.

When should I use Innoclaw CLI?

Innoclaw CLI fits situations like: the user wants command-line control over this repository instead of only using the web UI; tasks that involve Deep research; tasks that involve Frontend development.

How do I install Innoclaw CLI in Claude Code?

Run `npx skills add SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a claude-code`. Or copy the skill folder (plugins/innoclaw-cli/skills/innoclaw-cli in SpectrAI-Initiative/InnoClaw) into .claude/skills/innoclaw-cli in your project. Claude Code loads it when a task matches its description.

How do I install Innoclaw CLI in Codex?

Run `npx skills add SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a codex`. Or copy the skill folder (plugins/innoclaw-cli/skills/innoclaw-cli in SpectrAI-Initiative/InnoClaw) into .agents/skills/innoclaw-cli in your project. Codex loads it when a task matches its description.

Can I use Innoclaw CLI 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 SpectrAI-Initiative/InnoClaw --skill innoclaw-cli -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/innoclaw-cli, .gemini/skills/innoclaw-cli, .github/skills/innoclaw-cli and .opencode/skills/innoclaw-cli in your project.

What does Innoclaw CLI need to run?

Going by SKILL.md and its folder, Innoclaw CLI needs the command-line tools its instructions call (npm).

Does Innoclaw CLI access the network?

SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Innoclaw CLI 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 Innoclaw CLI use?

Innoclaw CLI is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Innoclaw CLI use?

About 548 tokens (SKILL.md is roughly 2.2k 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 Innoclaw CLI?

Skills that share tags, products or a category with Innoclaw CLI: GitHub Deep Research (bytedance/deer-flow, 84k stars), Deep Research Workflow (TokenRhythm/opensquilla, 7.1k stars), Deep Research (sanjay3290/ai-skills, 432 stars) and Horizontal-Vertical Deep Research (KKKKhazix/khazix-skills, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Innoclaw CLI?

SpectrAI-Initiative (a GitHub organization) maintains it in SpectrAI-Initiative/InnoClaw, which has 396 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on August 10, 2026.

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

Innoclaw CLI

Install Innoclaw CLI

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

InnoClaw CLI

Interactive and auth

Non-interactive agent runs

Command groups

App lifecycle

Workspace management

Deep Research

Base URL

Usage notes

Files

Compare with similar skills

Similar skills

GitHub Deep Research

Deep Research Workflow

Deep Research

Horizontal-Vertical Deep Research

Academic Research Pipeline

Academic Research Suite for Codex

More from SpectrAI-Initiative/InnoClaw

Skill Creator

Questions about Innoclaw CLI

Install Innoclaw CLI

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

InnoClaw CLI

Interactive and auth

Non-interactive agent runs

Command groups

App lifecycle

Workspace management

Deep Research

Base URL

Usage notes

Files

Compare with similar skills

Similar skills

GitHub Deep Research

Deep Research Workflow

Deep Research

Horizontal-Vertical Deep Research

Academic Research Pipeline

Academic Research Suite for Codex

More from SpectrAI-Initiative/InnoClaw

Skill Creator

Related

Questions about Innoclaw CLI