discover

discover is a skill for Claude Code from Aicoo-Team/AICOO-Skills. It costs 125 tokens per session (2,158 once invoked), scanned A, original, MIT.

A people-search workflow for finding relevant builders and other interesting people on Aicoo Square, a community space. It can infer what you care about from your project and context or use a search description you provide.

In plain words
What is it for?
Use it to discover people related to your project, technology stack, interests, goals, or a specific description, with a requested number of results.
Why use it?
It reduces the effort of finding useful people to follow or contact. The workflow searches from several angles and presents usernames with reasons they may be relevant.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions CLAUDE.md; mentions Claude Code.

Part of the Aicoo Agent Skills plugin — 21 skills shipped together

Good fit Use it to discover people related to your project, technology stack, interests, goals, or a specific description, with a requested number of results.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aicoo-team/aicoo-skills/discover
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 Aicoo-Team/AICOO-Skills --skill discover
Clone the repo
git clone --depth 1 https://github.com/Aicoo-Team/AICOO-Skills

Made for: Claude Code.

Or install Aicoo Agent Skills, the plugin that ships this one along with the rest of its 21 skills.

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 discover

README.md
[![agentmods](https://agentmods.dev/badge/skills/aicoo-team/aicoo-skills/discover/github.svg)](https://agentmods.dev/skills/aicoo-team/aicoo-skills/discover)
Your own site
<a href="https://agentmods.dev/skills/aicoo-team/aicoo-skills/discover"><img src="https://agentmods.dev/badge/skills/aicoo-team/aicoo-skills/discover/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 discover

Your own site · 80×15
<a href="https://agentmods.dev/skills/aicoo-team/aicoo-skills/discover"><img src="https://agentmods.dev/badge/skills/aicoo-team/aicoo-skills/discover.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 125 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,158 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 4 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 54
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
  • medium Data Exfiltration · line 140
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 152
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 163
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
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 $0.00125 $0.02158
Opus 5.5 $0.00050 $0.00863
Sonnet 5.5 $0.00025 $0.00432
Haiku 4.5 $0.00013 $0.00216

Measured 2mo ago against content hash af2d8f07fb91, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

discover scanned grade A 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 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -s "https://www.aicoo.io/api/square?q=<TERMS>&limit=10&sort=most_asked" | jq .
skills/discover/SKILL.md · 252 lines

How it starts

The opening of the file, as written. The whole thing — 252 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Discover — Find Interesting People on Square

Search Aicoo Square and surface the most relevant people — either by inferring what the user cares about (auto) or from an explicit description (manual). Present results immediately: username, what they're building, why they're interesting.

Design goal: Minimize time-to-first-aha. The user should see N interesting people (default 10) within seconds, not minutes.


Parameters

Param Default Meaning
N 10 Number of people to return. Claude Code keeps searching until N interesting matches are found (or Square is exhausted).

User can override: "discover 5 people", "find me 20 builders", etc.


Modes

Auto Mode (default when no explicit query)

Claude Code infers search intent from available context:

  • User's current project / tech stack
  • Memory (skills, interests, goals)
  • Recent conversation topics
  • CLAUDE.md / package.json / repo signals

Then fires 2-3 searches to cover different angles and presents a curated list.

Example triggers:

  • "discover people"
  • "who should I connect with?"
  • "who's interesting on square?"
  • "find me people" (no further specification)

Manual Mode (user states intent)

User provides a description. Claude Code extracts 2-3 key terms and searches.

Example triggers:

  • "find someone who knows Rust + WebRTC"
  • "discover people building dev tools"
  • "who's doing ML infra?"

Execution

Regardless of mode, Claude Code does the work and presents results. Never ask the user to refine a query before showing results.

Step 1: Search Square

# Primary search
curl -s "https://www.aicoo.io/api/square?q=<TERMS>&limit=10&sort=most_asked" | jq .

# Broaden if sparse (try different angle)
curl -s "https://www.aicoo.io/api/square?subsquare=builders&sort=most_asked&limit=10" | jq .

Query params:

Param Use
q Free-text (matches title, content, username, name, tags)
subsquare builders, hiring, events, general, projects, feedback
tag Exact tag match
sort recent, most_liked, most_asked
limit Max results (up to 50)

Read the full file on GitHub · 252 lines

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. 2mo ago First seen · 252 lines · 125 tokens per session scan A af2d8f07fb91

Subscribe to this mod's changes

discover is a skill published in the GitHub repository Aicoo-Team/AICOO-Skills (35 stars, last pushed 3mo ago), licensed MIT. It adds 125 tokens to every session and 2,158 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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