semtools

A meaning-based search tool for code and text that can also parse PDF, DOCX, and PPTX files.

In plain words
What is it for?
Searching code, documents, and text by meaning rather than exact keywords.
Why use it?
It finds related content even when the exact search words are different from the words in the source.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/massgen/massgen/semtools
Any agent
npx skills add massgen/MassGen --skill semtools
Clone the repo
git clone --depth 1 https://github.com/massgen/MassGen

Made for: Claude Code, Codex.

Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,015 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00042 $0.04015
Opus 5 $0.00021 $0.02008
Sonnet 5 $0.00008 $0.00803
Haiku 4.5 $0.00004 $0.00402

Measured 3d ago against content hash c626f2ae3540, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade C, and why

semtools scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf ~/.semtools/workspaces/my-workspace
massgen/skills/semtools/SKILL.md · 607 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 607 lines · 42 tokens per session scan C c626f2ae3540

Subscribe to this mod's changes

semtools is a skill published in the GitHub repository massgen/MassGen (1,124 stars, last pushed 2mo ago), with no licence file. It adds 42 tokens to every session and 4,015 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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