What is discover-capabilities?

A guide for exploring Vee3, a service with multiple capabilities and tools. It explains how to find available tools, inspect their inputs and costs, and check the account's token balance.

Use it to browse Vee3 capability groups, inspect detailed tool descriptions, list the full live catalog, and check token balance before making paid calls.

It helps you choose an appropriate Vee3 tool without guessing its name or required parameters. It also helps you understand whether a planned set of calls fits the available token balance.

discover-capabilities — Skill for Claude Code and Codex by Vee3io/vee3

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.

Any agent

npx skills add Vee3io/vee3 --skill discover-vee3

Clone the repo

git clone --depth 1 https://github.com/Vee3io/vee3

Made for: Claude Code, Codex.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/vee3io/vee3/discover-vee3/github.svg)](https://agentmods.dev/skills/vee3io/vee3/discover-vee3)

Your own site

<a href="https://agentmods.dev/skills/vee3io/vee3/discover-vee3"><img src="https://agentmods.dev/badge/skills/vee3io/vee3/discover-vee3/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/vee3io/vee3/discover-vee3"><img src="https://agentmods.dev/badge/skills/vee3io/vee3/discover-vee3.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 233 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. 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.

Model	Per session	Once invoked
Fable 5.1	$0.00040	$0.00233
Opus 5.5	$0.00016	$0.00093
Sonnet 5.5	$0.00008	$0.00047
Haiku 4.5	$0.00004	$0.00023

Measured 2mo ago against content hash 8f2ea1f2350c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

discover-capabilities scanned grade A with 0 findings 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 2mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/discover-vee3/SKILL.md · 23 lines

What it actually says

Explore Vee3 capabilities

Use this skill when you want to know about

What Vee3 capabilities are available
Which tool to use for a task
What a tool costs or which parameters it accepts

How to use

Call meta-tools.list_groups on the vee3 MCP server for a high-level overview.
Call meta-tools.list_group_tools with a relevant group_id when you know the area.
Call meta-tools.describe with capability_id for full schema, examples, and token pricing.
Call meta-tools.list_all for the complete live catalog from the hosted server.
Call meta-tools.token_balance before suggesting many paid calls in one session.

Point the user to vee3.io/capabilities for the public catalog and examples.

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.

2mo ago First seen · 23 lines · 40 tokens per session scan A 8f2ea1f2350c

Subscribe to this mod's changes

discover-capabilities is a skill published in the GitHub repository Vee3io/vee3 (1 stars, last pushed 3mo ago), licensed MIT. It adds 40 tokens to every session and 233 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Building agents

discover-capabilities next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
discover-capabilitiesVee3io/vee3	Skill	1	3mo ago	MIT	A	40	Claude Code, Codex
imagegenopenai/codex	Skill	135k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	100k	yesterday	Apache-2.0	A	19	Claude Code
browser-automationopenclaw/openclaw	Skill	394k	today	MIT	A	36	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	316k	8d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code