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Veles

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Use when searching a codebase by meaning or exact text — fast hybrid (BM25 + static-embedding semantic) local code search for agents and humans, plus tree-sitter symbol navigation. Use for conceptual queries ("where is auth handled", "retry logic"), finding the right repo/file from a description, find-related code, exact symbol lookup (defs/refs/outline), and a single-binary stdio MCP / gRPC server. Pure-Rust single binary (ships anywhere, incl. musl/aarch64), CPU-only, offline. Replaces ck and semble for local search. Triggers include "search the code for", "find where X happens", "which file does Y", "semantic code search", "find similar code", "find definition/references of". The fork build adds `--watch` (live incremental index) and a `--dashboard` web UI. For PDF/prose document search use semtools.
Security BStatic scan: minor findingsHow grading works ›

From the source SKILL.md

veles is a fast hybrid (BM25 + semantic) local code search engine for AI agents and humans. It runs entirely on CPU with static embeddings via model2vec-rs (no GPU, no transformer forward pass, no native embedding lib), keeps a persistent on-disk index under <repo>/.veles/, and ships as a single self-contained Rust binary — usable as a CLI, an MCP stdio server, and a gRPC service. It supersedes ck (too slow) and semble (Python, not shippable) for local search, and adds tree-sitter symbol navigation.

What this skill does

Veles is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/veles/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when searching a codebase by meaning or exact text — fast hybrid (BM25 + static-embedding semantic) local code search for agents and humans, plus tree-sitter symbol navigation. Use for conceptual queries ("where is auth handled", "retry logic"), finding the right repo/file from a description, find-related code, exact symbol lookup (defs/refs/outline), and a single-binary stdio MCP / gRPC server.

Who uses this skill

The Veles Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/veles
curl -L https://claudskills.com/skills/veles/SKILL.md \
  -o ~/.claude/skills/veles/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/veles/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/veles/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\veles\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Veles Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/veles/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Veles skill do?
Use when searching a codebase by meaning or exact text — fast hybrid (BM25 + static-embedding semantic) local code search for agents and humans, plus tree-sitter symbol navigation. Use for conceptual queries ("where is auth handled", "retry logic"), finding the right repo/file from a description, find-related code, exact symbol lookup (defs/refs/outline), and a single-binary stdio MCP / gRPC server. Pure-Rust single binary (ships anywhere, incl. musl/aarch64), CPU-only, offline. Replaces ck and semble for local search. Triggers include "search the code for", "find where X happens", "which file does Y", "semantic code search", "find similar code", "find definition/references of". The fork build adds `--watch` (live incremental index) and a `--dashboard` web UI. For PDF/prose document search use semtools.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Veles skill?
Use Veles when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Veles" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Veles skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Veles is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
bayeslearner. (2026). Veles [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/veles/
BibTeX
@misc{veles-2026,
  author    = {bayeslearner},
  title     = {Veles [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/veles/}
}

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Security scan

Grade B · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 2 of 10 categories (network, supply-chain), including a high-severity pattern. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

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[![Security: B](https://img.shields.io/badge/Security-B-558b2f)](https://claudskills.com/skills/veles/#security)

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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