Agent Squad Python Guide
2FastLabs/agent-squad
Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid.
Semantic file discovery via vexor. An agent skill from scarletkc/vexor.
$ npx skills add scarletkc/vexor --skill vexor-cli -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install scarletkc/vexor vexor-cli --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/scarletkc/vexor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/vexor/skills/vexor-cli .claude/skills/vexor-cli && 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 "vexor-cli" agent skill from https://github.com/scarletkc/vexor/tree/main/plugins/vexor/skills/vexor-cli into .claude/skills/vexor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vexor-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 install https://github.com/scarletkc/vexor/tree/main/plugins/vexor/skills/vexor-cliType 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 scarletkc/vexor --skill vexor-cli -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install scarletkc/vexor vexor-cli --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scarletkc/vexor.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/vexor/skills/vexor-cli .agents/skills/vexor-cli && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "vexor-cli" agent skill from https://github.com/scarletkc/vexor/tree/main/plugins/vexor/skills/vexor-cli into .agents/skills/vexor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vexor-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.
$ npx skills add scarletkc/vexor --skill vexor-cli -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install scarletkc/vexor vexor-cli --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scarletkc/vexor.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/vexor/skills/vexor-cli .cursor/skills/vexor-cli && 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 "vexor-cli" agent skill from https://github.com/scarletkc/vexor/tree/main/plugins/vexor/skills/vexor-cli into .cursor/skills/vexor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vexor-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 https://github.com/scarletkc/vexor.git --path plugins/vexor/skills/vexor-cli--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 scarletkc/vexor --skill vexor-cli -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install scarletkc/vexor vexor-cli --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scarletkc/vexor.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/vexor/skills/vexor-cli .gemini/skills/vexor-cli && 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 "vexor-cli" agent skill from https://github.com/scarletkc/vexor/tree/main/plugins/vexor/skills/vexor-cli into .gemini/skills/vexor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vexor-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.
$ gh skill install scarletkc/vexor vexor-cliInstalls 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 scarletkc/vexor --skill vexor-cli -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/scarletkc/vexor.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/vexor/skills/vexor-cli .github/skills/vexor-cli && 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 "vexor-cli" agent skill from https://github.com/scarletkc/vexor/tree/main/plugins/vexor/skills/vexor-cli into .github/skills/vexor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vexor-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.
$ npx skills add scarletkc/vexor --skill vexor-cli -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install scarletkc/vexor vexor-cli --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scarletkc/vexor.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/vexor/skills/vexor-cli .opencode/skills/vexor-cli && 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 "vexor-cli" agent skill from https://github.com/scarletkc/vexor/tree/main/plugins/vexor/skills/vexor-cli into .opencode/skills/vexor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vexor-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.
vexor-cliSemantic file discovery via vexor. An agent skill from scarletkc/vexor.
Vexor CLI is an agent skill from scarletkc/vexor. Semantic file discovery via vexor. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location is unclear. Prefer this over manual browsing.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/install-vexor.md`).
It sits in AI & LLM Engineering. It works with Model Context Protocol and Python. The repository describes itself as: A semantic search engine for files and code. The licence is MIT.
Read from SKILL.md and the folder at commit 1d44ca4. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Vexor CLI loads about 1.2k tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 53 tokens; SKILL.md has 467 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.
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.
The full file from scarletkc/vexor at commit 1d44ca4, republished under its MIT licence (© scarletkc). 467 words, ~1,203 tokens.
.claude/skills/vexor-cli/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Find files by intent (what they do), not exact text.
vexor first for intent-based file discovery.vexor is missing, follow references/install-vexor.md.vexor "<QUERY>" [--path <ROOT>] [--mode <MODE>] [--ext .py,.md] [--exclude-pattern <PATTERN>] [--top 5] [--content] [--format rich|porcelain|porcelain-z|json]--path/-p: root directory (default: current dir)--mode/-m: indexing/search strategy--ext/-e: limit file extensions (e.g., .py,.md)--exclude-pattern: exclude paths by gitignore-style pattern (repeatable; .js → **/*.js)--top/-k: number of results--include-hidden: include dotfiles--no-respect-gitignore: include ignored files.vexorignore project rules always apply, even with --no-respect-gitignore.--no-recursive: only the top directory--format: rich (default), porcelain/porcelain-z for scripts, json for full output with chunk content--content: print each match's source text below the table — usually removes the need to read the files afterwards--no-cache: in-memory only, do not read/write index cachevexor index --local: create and use project-local .vexor/ cache storage.vexor/config.json applies automatically for the resolved
search or index path.rerank, auto_index, model, embedding_dimensions,
batch_size, embed_concurrency, and extract_concurrency.batch_size must be at least 0; both concurrency values must be at least
1.api_key, base_url, remote_rerank) and all
other fields are rejected.vexor config --show labels each field's origin and vexor doctor lists
active overrides; mutating vexor config commands remain global-only.auto: routes by file type (default)name: filename-only (fastest)head: first lines only (fast)brief: keyword summary (good for PRDs)code: code-aware chunking for .py/.js/.ts (best default for codebases)outline: Markdown headings/sections (best for docs)full: chunk full file contents (slowest, highest recall)vexor config --rerank hybrid once — it fuses exact lexical matching with semantic search.--include-hidden and/or --no-respect-gitignore.--format porcelain (TSV) or --format porcelain-z (NUL-delimited).vexor search --help.vexor doctor or vexor config --show reports effective values and their origins.# Find CLI entrypoints / commands
vexor search "typer app commands" --top 5# Search docs by headings/sections
vexor search "user authentication flow" --path docs --mode outline --ext .md --format porcelain# Locate config loading/validation logic
vexor search "config loader" --path . --mode code --ext .py# Exclude tests and JavaScript files
vexor search "config loader" --path . --exclude-pattern tests/** --exclude-pattern .js# Read the matching code directly, without a follow-up file read
vexor search "where JWT claims are validated" --path . --mode code --content--content (or --format json) to get the matching source text in the same call, and skip reading those files separately. The text sits at content_start_line..content_end_line, which can begin later than the result's start_line when a long symbol was indexed as several chunks. If a result shows stale_line_range, the file changed since indexing — re-run vexor index. Content is capped per response, so lower-ranked results may report budget_exhausted.--ext with --exclude-pattern to focus on a subset (exclude rules apply on top).© scarletkc, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in plugins/vexor/skills/vexor-cli of scarletkc/vexor.
Open the folder on GitHubat commit 1d44ca4
We found 12 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in scarletkc/vexor, which our catalogue first saw on October 7, 2026.
Vexor 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Vexor CLI this skillscarletkc/vexor | 243 | 3 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Agent Squad Python Guide2FastLabs/agent-squad | 7.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| ComfyUI Custom Node BuilderConstantineB6/comfy-pilot | 230 | — | ~897 | Automated safety check: Pass | MIT | |
| Setupguaardvark/guaardvark | 251 | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Homepage Generatorwanshuiyin/ARIS-in-AI-Offer | 574 | — | ~4.8k | Automated safety check: Notes | MIT | |
| Sponsio Agent Safety SetupSponsioLabs/Sponsio | 440 | — | ~12k | Automated safety check: Pass | Apache-2.0 |
2FastLabs/agent-squad
Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid.
ConstantineB6/comfy-pilot
Helps an agent write ComfyUI custom nodes in Python, including wrapping an existing script, mapping data types and handling image batches.
guaardvark/guaardvark
Connect this agent to a running Guaardvark (self-hosted AI studio) and check what it can do right now.
wanshuiyin/ARIS-in-AI-Offer
Generate a fact-checked academic personal homepage from a CV, optionally augmented by an existing manual homepage and an assets directory.
SponsioLabs/Sponsio
Installs, tunes and enforces Sponsio contracts that block unsafe tool calls in LLM agents, covering setup, auditing, observe mode and flipping to enforce.
Ayuilos/Miffan
A skill your agent uses when building applications with Gemini API hosted models, including Gemini and Gemma 4, working with multimodal content (text, images, audio, video), implementing function…
Works with
Categories
Semantic file discovery via vexor. An agent skill from scarletkc/vexor. Vexor CLI is an agent skill from scarletkc/vexor. Semantic file discovery via vexor.
Vexor CLI fits situations like: locating where something is implemented/loaded/defined in a medium; the file location is unclear.
Run `npx skills add scarletkc/vexor --skill vexor-cli -a claude-code`. Or copy the skill folder (plugins/vexor/skills/vexor-cli in scarletkc/vexor) into .claude/skills/vexor-cli in your project. Claude Code loads it when a task matches its description.
Run `npx skills add scarletkc/vexor --skill vexor-cli -a codex`. Or copy the skill folder (plugins/vexor/skills/vexor-cli in scarletkc/vexor) into .agents/skills/vexor-cli in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add scarletkc/vexor --skill vexor-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/vexor-cli, .gemini/skills/vexor-cli, .github/skills/vexor-cli and .opencode/skills/vexor-cli in your project.
SKILL.md names no scripts, command-line tools or credentials: Vexor CLI is instructions for the agent only. Our summary lists: Python 3.
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.
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.
Vexor CLI is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 312 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Vexor CLI: Agent Squad Python Guide (2FastLabs/agent-squad, 7.8k stars), ComfyUI Custom Node Builder (ConstantineB6/comfy-pilot, 230 stars), Setup (guaardvark/guaardvark, 251 stars) and Homepage Generator (wanshuiyin/ARIS-in-AI-Offer, 574 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
scarletkc (a GitHub user) maintains it in scarletkc/vexor, which has 243 GitHub stars. The repository was last updated on October 2, 2026.
Source: scarletkc/vexor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.