Richard S Sutton
K-Dense-AI/mimeo
Reach for this skill whenever you are discussing reinforcement learning, agentic AI systems, AI alignment, continual learning, or the philosophical limits of large language models.
Your AI research and engineering brain trust. An agent skill from coco-research/coco.
Install AI Super Intelligence
$ npx skills add coco-research/coco --skill ai-super-intelligence -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install coco-research/coco ai-super-intelligence --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/coco-research/coco.git skills-src && mkdir -p .claude/skills && cp -r skills-src/systems/superintelligence/ai .claude/skills/ai-super-intelligence && rm -rf skills-srcUse ~/.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/
Install the "ai-super-intelligence" agent skill from https://github.com/coco-research/coco/tree/main/systems/superintelligence/ai into .claude/skills/ai-super-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-super-intelligence", 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 install https://github.com/coco-research/coco/tree/main/systems/superintelligence/aiType 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.
$ npx skills add coco-research/coco --skill ai-super-intelligence -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install coco-research/coco ai-super-intelligence --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coco-research/coco.git skills-src && mkdir -p .agents/skills && cp -r skills-src/systems/superintelligence/ai .agents/skills/ai-super-intelligence && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-super-intelligence" agent skill from https://github.com/coco-research/coco/tree/main/systems/superintelligence/ai into .agents/skills/ai-super-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-super-intelligence", 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.
$ npx skills add coco-research/coco --skill ai-super-intelligence -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install coco-research/coco ai-super-intelligence --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coco-research/coco.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/systems/superintelligence/ai .cursor/skills/ai-super-intelligence && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ai-super-intelligence" agent skill from https://github.com/coco-research/coco/tree/main/systems/superintelligence/ai into .cursor/skills/ai-super-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-super-intelligence", 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 https://github.com/coco-research/coco.git --path systems/superintelligence/ai--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add coco-research/coco --skill ai-super-intelligence -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install coco-research/coco ai-super-intelligence --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coco-research/coco.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/systems/superintelligence/ai .gemini/skills/ai-super-intelligence && rm -rf skills-srcUse ~/.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/
Install the "ai-super-intelligence" agent skill from https://github.com/coco-research/coco/tree/main/systems/superintelligence/ai into .gemini/skills/ai-super-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-super-intelligence", 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.
$ gh skill install coco-research/coco ai-super-intelligenceInstalls 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).
$ npx skills add coco-research/coco --skill ai-super-intelligence -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/coco-research/coco.git skills-src && mkdir -p .github/skills && cp -r skills-src/systems/superintelligence/ai .github/skills/ai-super-intelligence && rm -rf skills-srcUse ~/.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/
Install the "ai-super-intelligence" agent skill from https://github.com/coco-research/coco/tree/main/systems/superintelligence/ai into .github/skills/ai-super-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-super-intelligence", 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.
$ npx skills add coco-research/coco --skill ai-super-intelligence -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install coco-research/coco ai-super-intelligence --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coco-research/coco.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/systems/superintelligence/ai .opencode/skills/ai-super-intelligence && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ai-super-intelligence" agent skill from https://github.com/coco-research/coco/tree/main/systems/superintelligence/ai into .opencode/skills/ai-super-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-super-intelligence", 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
ai-super-intelligence- GitHub stars
- 503
- Token cost
- ~3.7k tokens
- SKILL.md length
- 1,308 words
- Files
- 556 (incl. scripts)
- Skills in repo
- 63
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Your AI research and engineering brain trust. An agent skill from coco-research/coco.
- Works in 5 steps: Registry is source of truth. Re-read… → Attribution at every line. No "the team… → Approval gate mandatory for action verbs… → …
- Tasks that involve Reinforcement learning
- SKILL.md covers What this team is for, Cells (8), Personas (59) and Files in this team, plus 4 more sections
- Calls python3
What it does
AI Super Intelligence is an agent skill from coco-research/coco. Your AI research and engineering brain trust. 59 named personas across 8 cells covering frontier labs, applied product, model architecture, reasoning/RL/agents, alignment and interpretability, theory and science of DL, multimodal and…
Its SKILL.md is about 3.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 557 other files, including scripts (for example `EXPANSION.md`, `ROSTER.md` and `VALIDATION-OFFLINE.md`).
It sits in AI & LLM Engineering, covering Reinforcement learning, AI interpretability and Hooks and plugins. The repository describes itself as: CoCo Super Intelligence is the orchestration layer that turns Claude Code, Cursor, or Codex into an engineering department: a routed advisory board, 226 skills, 386 commands…
When your agent uses it
- Tasks that involve Reinforcement learning
- Tasks that involve AI interpretability
- Tasks that involve Hooks and plugins
Example prompts
- “/ai-super-intelligence”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Registry is source of truth. Re-read every invocation; no caching.
- Attribution at every line. No "the team said" — name a persona or a cell.
- Approval gate mandatory for action verbs unless an explicit flag bypasses.
- Hard 16-32 size band on orchestrator output.
- Full English prose — no caveman compression in command output.
What it can do on your machine
Read from SKILL.md and the folder at commit d79d33a. 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
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
AI Super Intelligence loads about 3.7k tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 1,308 words of instructions outside code blocks.
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); the scripts in this folder 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 1,308 words (~3,746 tokens).
“Your AI research + engineering brain trust and decision-making partner. 59 named personas drawn from the world's frontier model labs (US, UK, China, France), top AI universities, the open-source ecosystem, the independent-evaluation and AI-governance ecosystem, and product-history archetypes. Reusable across…”
- name
- ai-super-intelligence
- team_id
- ai-super-intelligence
- team_name
- AI Super Intelligence Team
- last_updated
- 2026-05-28
- schema_version
- 1.0
Files
SKILL.md and 555 other files (scripts) in systems/superintelligence/ai of coco-research/coco.
- SKILL.md
- EXPANSION.md
- ROSTER.md
- VALIDATION-OFFLINE.md
- cells/alignment-interp-safety.md
- cells/applied-ai-leadership.md
- cells/frontier-labs-research.md
- cells/model-architects.md
- cells/multimodal-embodied.md
- cells/reasoning-rl-agents.md
- cells/systems-kernels-serving.md
- cells/theory-science.md
- personas/aditya-ramesh.md
- personas/aidan-gomez.md
- personas/albert-gu.md
- personas/aleksander-madry.md
- personas/andrej-karpathy.md
- personas/andrew-feldman.md
- personas/aravind-srinivas.md
- … and 537 more
Open the folder on GitHubat commit d79d33a
Compare with similar skills
AI Super Intelligence 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| AI Super Intelligence this skillcoco-research/coco | 503 | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Richard S SuttonK-Dense-AI/mimeo | 282 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Prompt Template Authoringnicobailon/pi-prompt-template-model | 321 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Vmas Simulator Guidewentorai/research-plugins | 298 | 1 repos | ~960 | Automated safety check: Pass | MIT | |
| Writing Rulesathola/claude-night-market | 341 | — | ~1.4k | Automated safety check: Notes | MIT | |
| Git Guardrails Claude Codefossasia/eventyay-interpretation | 1.6k | 12 repos | ~578 | Automated safety check: Pass | Apache-2.0 |
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Writing Rules
athola/claude-night-market
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Git Guardrails Claude Code
fossasia/eventyay-interpretation
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.
Cline SDK Guide
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Related
Categories
Questions about AI Super Intelligence
What does AI Super Intelligence do?
Your AI research and engineering brain trust. An agent skill from coco-research/coco. AI Super Intelligence is an agent skill from coco-research/coco. Your AI research and engineering brain trust.
When should I use AI Super Intelligence?
AI Super Intelligence fits situations like: tasks that involve Reinforcement learning; tasks that involve AI interpretability; tasks that involve Hooks and plugins.
How do I install AI Super Intelligence in Claude Code?
Run `npx skills add coco-research/coco --skill ai-super-intelligence -a claude-code`. Or copy the skill folder (systems/superintelligence/ai in coco-research/coco) into .claude/skills/ai-super-intelligence in your project. Claude Code loads it when a task matches its description.
How do I install AI Super Intelligence in Codex?
Run `npx skills add coco-research/coco --skill ai-super-intelligence -a codex`. Or copy the skill folder (systems/superintelligence/ai in coco-research/coco) into .agents/skills/ai-super-intelligence in your project. Codex loads it when a task matches its description.
Can I use AI Super Intelligence 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 coco-research/coco --skill ai-super-intelligence -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-super-intelligence, .gemini/skills/ai-super-intelligence, .github/skills/ai-super-intelligence and .opencode/skills/ai-super-intelligence in your project.
What does AI Super Intelligence need to run?
Going by SKILL.md and its folder, AI Super Intelligence needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does AI Super Intelligence access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is AI Super Intelligence 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does AI Super Intelligence use?
AI Super Intelligence 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 AI Super Intelligence use?
About 3.7k tokens (SKILL.md is roughly 15k 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 AI Super Intelligence?
Skills that share tags, products or a category with AI Super Intelligence: Richard S Sutton (K-Dense-AI/mimeo, 282 stars), Prompt Template Authoring (nicobailon/pi-prompt-template-model, 321 stars), Vmas Simulator Guide (wentorai/research-plugins, 298 stars) and Writing Rules (athola/claude-night-market, 341 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Super Intelligence?
coco-research (a GitHub user) maintains it in coco-research/coco, which has 503 GitHub stars. The repository holds 63 skills in this directory. The repository was last updated on October 9, 2026.
Source: coco-research/coco on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.