Clawpathy Autoresearch
ClawBio/ClawBio
Eval-driven skill tuning. An agent skill from ClawBio/ClawBio.
Evolve any installed skill by generating four variations along separate theses (better inputs / sharper output / more robust / rethink), scoring them on a weighted rubric, and applying the winner.
Install Aeon Autoresearch
$ npx skills add BankrBot/skills --skill aeon-autoresearch -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install BankrBot/skills aeon-autoresearch --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/BankrBot/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/aeon-autoresearch .claude/skills/aeon-autoresearch && 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 "aeon-autoresearch" agent skill from https://github.com/BankrBot/skills/tree/main/aeon-autoresearch into .claude/skills/aeon-autoresearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeon-autoresearch", 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/BankrBot/skills/tree/main/aeon-autoresearchType 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 BankrBot/skills --skill aeon-autoresearch -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install BankrBot/skills aeon-autoresearch --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/BankrBot/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/aeon-autoresearch .agents/skills/aeon-autoresearch && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aeon-autoresearch" agent skill from https://github.com/BankrBot/skills/tree/main/aeon-autoresearch into .agents/skills/aeon-autoresearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeon-autoresearch", 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 BankrBot/skills --skill aeon-autoresearch -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install BankrBot/skills aeon-autoresearch --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/BankrBot/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/aeon-autoresearch .cursor/skills/aeon-autoresearch && 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 "aeon-autoresearch" agent skill from https://github.com/BankrBot/skills/tree/main/aeon-autoresearch into .cursor/skills/aeon-autoresearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeon-autoresearch", 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/BankrBot/skills.git --path aeon-autoresearch--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 BankrBot/skills --skill aeon-autoresearch -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install BankrBot/skills aeon-autoresearch --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/BankrBot/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/aeon-autoresearch .gemini/skills/aeon-autoresearch && 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 "aeon-autoresearch" agent skill from https://github.com/BankrBot/skills/tree/main/aeon-autoresearch into .gemini/skills/aeon-autoresearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeon-autoresearch", 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 BankrBot/skills aeon-autoresearchInstalls 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 BankrBot/skills --skill aeon-autoresearch -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/BankrBot/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/aeon-autoresearch .github/skills/aeon-autoresearch && 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 "aeon-autoresearch" agent skill from https://github.com/BankrBot/skills/tree/main/aeon-autoresearch into .github/skills/aeon-autoresearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeon-autoresearch", 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 BankrBot/skills --skill aeon-autoresearch -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install BankrBot/skills aeon-autoresearch --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/BankrBot/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/aeon-autoresearch .opencode/skills/aeon-autoresearch && 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 "aeon-autoresearch" agent skill from https://github.com/BankrBot/skills/tree/main/aeon-autoresearch into .opencode/skills/aeon-autoresearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeon-autoresearch", 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
aeon-autoresearch- GitHub stars
- 1.2k
- Token cost
- ~604 tokens
- SKILL.md length
- 231 words
- Files
- 2
- Skills in repo
- 106
- Repo updated
- First seen
- Licence
- None found
At a glance
Evolve any installed skill by generating four variations along separate theses (better inputs / sharper output / more robust / rethink), scoring them on a weighted rubric, and applying the winner.
- An installed skill is producing low-signal output
- SKILL.md covers Inputs, The four variations, Scoring and Safety guarantee, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Hitting deprecated APIs
What it does
Aeon Autoresearch is an agent skill from BankrBot/skills. Evolve any installed skill by generating four variations along separate theses (better inputs / sharper output / more robust / rethink), scoring them on a weighted rubric, and applying the winner. Never downgrades a working skill — aborts cleanly if no variation improves the original. Use when an installed skill is producing low-signal output, hitting deprecated APIs, or feels stale. Triggers: "improve this skill", "evolve $skill", "auto-research my X", "regenerate variations".
Its SKILL.md is about 600 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `catalog.json`).
It sits in Education, covering Autonomous loops and Quizzes and assessments. The repository describes itself as: Bankr Skills equip builders with plug-and-play tools to build more powerful agents.
When your agent uses it
- An installed skill is producing low-signal output
- Hitting deprecated APIs
Example prompts
- “improve this skill”
- “evolve $skill”
- “auto-research my X”
- “/aeon-autoresearch”
What it can do on your machine
Read from SKILL.md and the folder at commit dc47eed. 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.
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
Aeon Autoresearch loads about 604 tokens when it runs. Until then it costs about 125 tokens; SKILL.md has 231 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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 231 words (~604 tokens).
“Self-improvement loop. Given a target SKILL.md, generates four parallel improved variations, scores each, applies the winner.”
- name
- aeon-autoresearch
Files
SKILL.md and 1 other file in aeon-autoresearch of BankrBot/skills.
- SKILL.md
- catalog.json
Open the folder on GitHubat commit dc47eed
Compare with similar skills
Aeon Autoresearch 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 |
|---|---|---|---|---|---|---|
| Aeon Autoresearch this skillBankrBot/skills | 1.2k | — | ~604 | Automated safety check: Pass | None | |
| Clawpathy AutoresearchClawBio/ClawBio | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Tournament Autoresearchgaasher/Agent-Loop-Skills | 174 | — | ~3k | Automated safety check: Pass | MIT | |
| Darwin SkillHHU3637kr/skills | 145 | 1 repos | ~2.2k | Automated safety check: Pass | None | |
| Author Skillericrisco/rsc-harness | 180 | — | ~4.3k | Automated safety check: Pass | MIT | |
| Claude Code Self-Assessment Advisorlhfer/claude-howto-zh-cn | 2.3k | — | ~1.7k | Automated safety check: Pass | MIT |
Similar skills
Tournament Autoresearch
gaasher/Agent-Loop-Skills
A skill your agent uses when the user wants an autonomous ML research loop that pressure-tests competing ideas before spending compute — several research subagents each propose one architecture…
Darwin Skill
HHU3637kr/skills
Darwin Skill (达尔文.skill): autonomous skill optimizer inspired by Karpathy's autoresearch.
Author Skill
ericrisco/rsc-harness
A skill your agent uses when authoring a NEW rsc skill or editing an existing one — scoping it to one job, writing the description that decides whether it ever loads, splitting the body into…
Claude Code Self-Assessment Advisor
lhfer/claude-howto-zh-cn
Quizzes you on Claude Code in a quick or deep mode, scores your level across 10 topics and recommends what to learn next, in Chinese.
Skill Judge
shareAI-lab/lab-skills
Evaluate Agent Skill design quality with an opinionated, practice-derived rubric informed by public specifications and examples.
More from BankrBot/skills
All 106 skills in this repoOnchainKit App Builder
BankrBot/skills
Builds onchain apps with Coinbase's OnchainKit React components and TypeScript utilities: wallet connection, identity, token swaps, transactions and checkout flows.
AgenticBets Prediction Markets
BankrBot/skills
Lists AgenticBets prediction markets on Base, shows odds, places UP or DOWN bets on token prices in USDC and claims winnings through the Bankr wallet API.
AI2Human Task Router
BankrBot/skills
Creates AI2Human tasks for steps that need a real person, such as manual QA or local checks, and returns a task URL the agent can track.
AZZLE V2 Task Marketplace
BankrBot/skills
Lets an agent inspect and operate AZZLE V2 tasks on Base through Bankr, from posting and claiming to funding, delivery, release and disputes, behind verified deployment pins.
B20 Console
BankrBot/skills
Inspect B20 token contract addresses on Base through B20 Console.
Capacitr
BankrBot/skills
Paste a URL or free text and get matched Polymarket / Hyperliquid / Deribit markets with Quotient edge scores.
Related
Categories
Questions about Aeon Autoresearch
What does Aeon Autoresearch do?
Evolve any installed skill by generating four variations along separate theses (better inputs / sharper output / more robust / rethink), scoring them on a weighted rubric, and applying the winner. Aeon Autoresearch is an agent skill from BankrBot/skills. Evolve any installed skill by generating four variations along separate theses (better inputs / sharper output / more robust / rethink), scoring them on a weighted rubric, and applying the winner.
When should I use Aeon Autoresearch?
Aeon Autoresearch fits situations like: an installed skill is producing low-signal output; hitting deprecated APIs.
How do I install Aeon Autoresearch in Claude Code?
Run `npx skills add BankrBot/skills --skill aeon-autoresearch -a claude-code`. Or copy the skill folder (aeon-autoresearch in BankrBot/skills) into .claude/skills/aeon-autoresearch in your project. Claude Code loads it when a task matches its description.
How do I install Aeon Autoresearch in Codex?
Run `npx skills add BankrBot/skills --skill aeon-autoresearch -a codex`. Or copy the skill folder (aeon-autoresearch in BankrBot/skills) into .agents/skills/aeon-autoresearch in your project. Codex loads it when a task matches its description.
Can I use Aeon Autoresearch 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 BankrBot/skills --skill aeon-autoresearch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aeon-autoresearch, .gemini/skills/aeon-autoresearch, .github/skills/aeon-autoresearch and .opencode/skills/aeon-autoresearch in your project.
What does Aeon Autoresearch need to run?
SKILL.md names no scripts, command-line tools or credentials: Aeon Autoresearch is instructions for the agent only.
Does Aeon Autoresearch 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 Aeon Autoresearch 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 Aeon Autoresearch use?
No licence was found for Aeon Autoresearch or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Aeon Autoresearch use?
About 604 tokens (SKILL.md is roughly 2.4k 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 Aeon Autoresearch?
Skills that share tags, products or a category with Aeon Autoresearch: Clawpathy Autoresearch (ClawBio/ClawBio, 1.2k stars), Tournament Autoresearch (gaasher/Agent-Loop-Skills, 174 stars), Darwin Skill (HHU3637kr/skills, 145 stars) and Author Skill (ericrisco/rsc-harness, 180 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aeon Autoresearch?
BankrBot (a GitHub organization) maintains it in BankrBot/skills, which has 1,202 GitHub stars. The repository holds 106 skills in this directory. The repository was last updated on October 10, 2026.
Source: BankrBot/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.