Claude Automation Recommender
anthropics/claude-plugins-official
Scans a codebase and suggests which Claude Code hooks, subagents, skills, plugins and MCP servers fit its stack, without changing any files.
How to extend Wizard via /evolve. An agent skill from teddytennant/wizard.
Install Evolve
$ npx skills add teddytennant/wizard --skill evolve -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install teddytennant/wizard evolve --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/teddytennant/wizard.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/evolve .claude/skills/evolve && 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 "evolve" agent skill from https://github.com/teddytennant/wizard/tree/main/skills/evolve into .claude/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", 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/teddytennant/wizard/tree/main/skills/evolveType 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 teddytennant/wizard --skill evolve -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install teddytennant/wizard evolve --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/teddytennant/wizard.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/evolve .agents/skills/evolve && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "evolve" agent skill from https://github.com/teddytennant/wizard/tree/main/skills/evolve into .agents/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", 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 teddytennant/wizard --skill evolve -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install teddytennant/wizard evolve --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/teddytennant/wizard.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/evolve .cursor/skills/evolve && 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 "evolve" agent skill from https://github.com/teddytennant/wizard/tree/main/skills/evolve into .cursor/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", 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/teddytennant/wizard.git --path skills/evolve--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 teddytennant/wizard --skill evolve -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install teddytennant/wizard evolve --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/teddytennant/wizard.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/evolve .gemini/skills/evolve && 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 "evolve" agent skill from https://github.com/teddytennant/wizard/tree/main/skills/evolve into .gemini/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", 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 teddytennant/wizard evolveInstalls 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 teddytennant/wizard --skill evolve -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/teddytennant/wizard.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/evolve .github/skills/evolve && 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 "evolve" agent skill from https://github.com/teddytennant/wizard/tree/main/skills/evolve into .github/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", 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 teddytennant/wizard --skill evolve -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install teddytennant/wizard evolve --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/teddytennant/wizard.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/evolve .opencode/skills/evolve && 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 "evolve" agent skill from https://github.com/teddytennant/wizard/tree/main/skills/evolve into .opencode/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", 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
evolve- GitHub stars
- 103
- Token cost
- ~835 tokens
- SKILL.md length
- 308 words
- Files
- 1
- Skills in repo
- 6
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
How to extend Wizard via /evolve. An agent skill from teddytennant/wizard.
- Tasks that involve Subagents
- SKILL.md covers Picking a tier, Tier 1 channels, Tier 2 — deep evolve and Always
- Calls cargo
- Tasks that involve MCP servers
What it does
Evolve is an agent skill from teddytennant/wizard. How to extend Wizard via /evolve. Cheapest tier first — skills, MCP, scripted tools, subagents; deep recompile only when the binary must change.
Its SKILL.md is about 840 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 Subagents and MCP servers. It works with Model Context Protocol and Lua. The repository describes itself as: The fastest agent in your terminal: one Rust binary, any model. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Subagents
- Tasks that involve MCP servers
Example prompts
- “/evolve”
What it can do on your machine
Read from SKILL.md and the folder at commit 9d123be. 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:
cargo
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
Evolve loads about 835 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from teddytennant/wizard at commit 9d123be, republished under its Apache-2.0 licence (© teddytennant). 308 words, ~835 tokens.
Download SKILL.mdSave it as
.claude/skills/evolve/SKILL.md (or your agent's skills folder).- name
- evolve
- description
- How to extend Wizard via /evolve. Cheapest tier first — skills, MCP, scripted tools, subagents; deep recompile only when the binary must change.
Self-extension (/evolve)
Add capabilities through the cheapest tier that works. Tier 1 = files under
~/.wizard/, live on /reload, reverted by deleting the file. Tier 2
(deep=true) recompiles Wizard and should be uncommon.
Picking a tier
| Capability is… | Channel | Recompile? |
|---|---|---|
| Knowledge, workflow, domain guidelines | Skill | No |
| External (browser, computer use, DB, search) | MCP server | No |
| Small glue / project automation | Scripted tool | No |
| Specialized sub-worker (own prompt/budget) | Subagent | No |
| Change to built-in behavior or UI | Deep (deep=true) | Yes |
If an MCP server or script can do it, stay Tier 1.
Tier 1 channels
Skills
~/.wizard/skills/<name>/SKILL.md — optional name/description frontmatter,
then an imperative markdown body. The prompt lists name and description; the
body is read from disk when the skill matches. Set always: true to inline
the body. Set when_env: VAR1, VAR2 to omit the skill unless one of those
variables is set. User skills shadow bundled names.
MCP servers
Append to ~/.wizard/mcp.toml:
[[server]]
name = "computer-use"
transport = "stdio" # or "http" with url = "..."
command = "uvx"
args = ["mcp-computer-use"]/reload merges tools (server__tool on collision). Verify command/url
exists before registering.
Scripted tools (LuaJIT)
~/.wizard/tools/<name>.toml + .lua. Prefer LuaJIT in-process; external
interpreters only when the job needs the host shell or a native CLI.
name = "slugify"
description = "Slugify a string"
script = "slugify.lua"
runtime = "luajit"
[parameters]
type = "object"
required = ["text"]
[parameters.properties.text]
type = "string"local s = tostring(args.text or ""):lower()
s = s:gsub("[^%w]+", "-"):gsub("^%-", ""):gsub("%-$", "")
print(s)Globals: args, cwd, wizard.read_file / write_file / json_encode /
json_decode / runtime. print → stdout; non-nil return if nothing printed.
Prefix error: for soft failure. Test once before declaring done.
Subagents
~/.wizard/subagents/<name>.toml:
name = "reviewer"
description = "Audits diffs for security issues"
system_prompt = "You are a security reviewer. Report findings with file:line."
# tool_scope = ["read_file", "search_files", "git_diff"]
# max_steps = 0 # 0/omit = unlimitedKeep tool_scope narrow; subagents run auto-approved in isolated context.
Tier 2 — deep evolve
Only for new Rust in core (built-in tool kind, protocol, TUI). Pipeline: checkout
~/.wizard/src, provision toolchain if needed, diff, cargo build --release,
exec-replace. If source/toolchain cannot be provisioned, fall back to Tier 1 and
say so — do not fail silently.
Always
- Log to
~/.wizard/evolution.jsonl; tell the user what was added and where. - One file/block per capability (independently reversible).
- After write:
/reloadand confirm presence before claiming success. - MCP and scripts run with the user's privileges — prefer well-known servers and small auditable scripts; never add unrequested capabilities.
© teddytennant, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/evolve of teddytennant/wizard.
Open the folder on GitHubat commit 9d123be
Compare with similar skills
Evolve 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 |
|---|---|---|---|---|---|---|
| Evolve this skillteddytennant/wizard | 103 | — | ~835 | Automated safety check: Pass | Apache-2.0 | |
| Claude Automation Recommenderanthropics/claude-plugins-official | 38k | 3 repos | ~2.7k | Automated safety check: Notes | Apache-2.0 | |
| CC Workflow Studio AI Editorbreaking-brake/cc-wf-studio | 5.4k | — | ~561 | Automated safety check: Pass | Custom licence | |
| Agent Deckasheshgoplani/agent-deck | 1k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Bootstrapinfragate/capa | 724 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Puppetmaster Agent Orchestrationprofessorpalmer/Puppetmaster | 467 | — | ~3.2k | Automated safety check: Pass | MIT |
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- Official
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breaking-brake/cc-wf-studio
Creates and edits visual agent workflows in CC Workflow Studio through conversation, with the agent reading and writing the canvas over MCP.
Agent Deck
asheshgoplani/agent-deck
agent-deck, the terminal session manager for AI coding agents.
Bootstrap
infragate/capa
Capify an existing project. An agent skill from infragate/capa.
Puppetmaster Agent Orchestration
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Operates and supervises Puppetmaster, a multi-agent orchestrator, through its MCP tools or CLI, picking the right verb for edits, reviews, audits and long-running jobs.
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Questions about Evolve
What does Evolve do?
How to extend Wizard via /evolve. An agent skill from teddytennant/wizard. Evolve is an agent skill from teddytennant/wizard. How to extend Wizard via /evolve.
When should I use Evolve?
Evolve fits situations like: tasks that involve Subagents; tasks that involve MCP servers.
How do I install Evolve in Claude Code?
Run `npx skills add teddytennant/wizard --skill evolve -a claude-code`. Or copy the skill folder (skills/evolve in teddytennant/wizard) into .claude/skills/evolve in your project. Claude Code loads it when a task matches its description.
How do I install Evolve in Codex?
Run `npx skills add teddytennant/wizard --skill evolve -a codex`. Or copy the skill folder (skills/evolve in teddytennant/wizard) into .agents/skills/evolve in your project. Codex loads it when a task matches its description.
Can I use Evolve 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 teddytennant/wizard --skill evolve -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/evolve, .gemini/skills/evolve, .github/skills/evolve and .opencode/skills/evolve in your project.
What does Evolve need to run?
Going by SKILL.md and its folder, Evolve needs the command-line tools its instructions call (cargo).
Does Evolve 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 Evolve 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 Evolve use?
Evolve 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 Evolve use?
About 835 tokens (SKILL.md is roughly 3.3k 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 Evolve?
Skills that share tags, products or a category with Evolve: Claude Automation Recommender (anthropics/claude-plugins-official, 38k stars), CC Workflow Studio AI Editor (breaking-brake/cc-wf-studio, 5.4k stars), Agent Deck (asheshgoplani/agent-deck, 1k stars) and Bootstrap (infragate/capa, 724 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Evolve?
teddytennant (a GitHub user) maintains it in teddytennant/wizard, which has 103 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 8, 2026.
Source: teddytennant/wizard on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.