skill-search

skill-search is a cursor rule for Cursor from ssheleg/make-skill. It costs 117 tokens per session (499 once invoked), scanned B, original, MIT.

A rule for finding installed coding-agent add-ons by searching their catalogue, including add-ons that do not appear in the usual list.

In plain words
What is it for?
It helps decide whether an add-on fits a task and locate its instructions using English and Russian concepts, synonyms, and related file types.
Why use it?
It prevents an agent from missing a relevant add-on just because it is hidden, and gives it a fallback search when the normal command is unavailable.

Cursor rule for Cursor

Written for Cursor: a Cursor rule (.mdc). Also seen: reads .claude/ paths.

Good fit It helps decide whether an add-on fits a task and locate its instructions using English and Russian concepts, synonyms, and related file types.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/ssheleg/make-skill/skill-search
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.

Clone the repo
git clone --depth 1 https://github.com/ssheleg/make-skill

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for skill-search

README.md
[![agentmods](https://agentmods.dev/badge/rules/ssheleg/make-skill/skill-search/github.svg)](https://agentmods.dev/rules/ssheleg/make-skill/skill-search)
Your own site
<a href="https://agentmods.dev/rules/ssheleg/make-skill/skill-search"><img src="https://agentmods.dev/badge/rules/ssheleg/make-skill/skill-search/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for skill-search

Your own site · 80×15
<a href="https://agentmods.dev/rules/ssheleg/make-skill/skill-search"><img src="https://agentmods.dev/badge/rules/ssheleg/make-skill/skill-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 117 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 499 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 5.1 $0.00117 $0.00499
Opus 5.5 $0.00047 $0.00200
Sonnet 5.5 $0.00023 $0.00100
Haiku 4.5 $0.00012 $0.00050

Measured 5d ago against content hash 794381143528, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

skill-search scanned grade B 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 5d 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.

Enumerates other installed skillsmediumAgent snooping

Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.

`find -L ~/.agents/skills ~/.claude/skills ~/.cursor/skills -name SKILL.md -exec grep -ilE "^description:.*(<concept>|<concept>)" {} + 2>/dev/null`
cursor/rules/skill-search.mdc · 30 lines

What it actually says

skill-search — the first step of every task (Cursor)

Self-contained rule: Cursor copies this file into foreign projects, so it uses absolute URLs only. Source: https://github.com/ssheleg/make-skill.

Most installed skills are hidden from the host's skill listing on purpose, so the listing is not the catalogue. Search the catalogue.

  1. Restate the request in one line — the meaning, not the literal phrasing.
  2. Decide whether a skill could help. None for a question, an explanation or a one-line edit: say so and proceed.
  3. Turn the meaning into 3–8 concepts in English AND Russian, plus synonyms and the artifact involved (pdf, документ, extract text, извлечь текст).
  4. Search: npx --yes sshlg-skills toolkit --find "<concept>, <concept>, …" — it prints id, score, matched concepts, visibility and the SKILL.md path. Hidden matches count exactly as listed ones.
  5. No node/network, or the launcher does not know --find (older than 1.55.0): find -L ~/.agents/skills ~/.claude/skills ~/.cursor/skills -name SKILL.md -exec grep -ilE "^description:.*(<concept>|<concept>)" {} + 2>/dev/null — once; nothing found means no skill, never a loop.
  6. Open the SKILL.md of what fits, read it, follow it, and say in one line which skill you took (or that none applied).

Building, auditing or publishing a skill is the make-skill rule, not this one. A third-party skill nobody reviewed gets an install review before its scripts run.

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. 5d ago First seen · 30 lines · 117 tokens per session scan B 794381143528

Subscribe to this mod's changes

skill-search is a cursor rule published in the GitHub repository ssheleg/make-skill (4 stars, last pushed 3d ago), licensed MIT. It adds 117 tokens to every session and 499 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it B with 1 finding (enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-10.