yc-reader

yc-reader is a skill for Claude Code from himself65/finance-skills. It costs 194 tokens per session (1,944 once invoked), scanned B, original, MIT.

A read-only guide for researching Y Combinator companies, startup batches, and related ecosystem data. Y Combinator is a startup accelerator that groups companies into batches and supports their growth.

In plain words
What is it for?
Use it to find companies by batch or industry, check hiring status, explore company profiles, and study startup trends.
Why use it?
It makes public company information easier to fetch, filter, and analyze without requiring an account or changing the source data.

Skill for Claude Code

Written for Claude Code: dynamic context !`command`.

Part of the finance-social-readers plugin — 6 skills shipped together

About the project

Finance Skills is a collection of agent skills for financial analysis and trading, covering activities such as company valuation, earnings research, market analysis, and options calculations. It is for users who want coding agents to perform structured finance workflows, and the catalogue contains its skills, plugins, instructions, and MCP integration.

himself65/finance-skills · 3,284 stars · on GitHub · skills.himself65.com

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/himself65/finance-skills/yc-reader
Any agent
npx skills add himself65/finance-skills --skill yc-reader
Clone the repo
git clone --depth 1 https://github.com/himself65/finance-skills

Made for: Claude Code.

Or install finance-social-readers, the plugin that ships this one along with the rest of its 6 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 yc-reader

README.md
[![agentmods](https://agentmods.dev/badge/skills/himself65/finance-skills/yc-reader.svg)](https://agentmods.dev/skills/himself65/finance-skills/yc-reader)
Your own site
<a href="https://agentmods.dev/skills/himself65/finance-skills/yc-reader"><img src="https://agentmods.dev/badge/skills/himself65/finance-skills/yc-reader.svg" alt="Measured on agentmods" height="20"></a>
Per session 194 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,944 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. Scan, not verified.
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 $0.00194 $0.01944
Opus 5 $0.00097 $0.00972
Sonnet 5 $0.00039 $0.00389
Haiku 4.5 $0.00019 $0.00194

Measured 6d ago against content hash 4616326fae08, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade B, and why

yc-reader scanned grade B with 2 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 6d 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.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

sudo apt-get install jq

Makes network callslowCapability

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

**No authentication required.** The API is public and free. Just use `curl` to fetch JSON endpoints.
plugins/social-readers/skills/yc-reader/SKILL.md · 172 lines

How it starts

The opening of the file, as written. The whole thing — 172 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Y Combinator Reader (Read-Only)

Fetches Y Combinator company data from the yc-oss/api, an unofficial open-source API that indexes all publicly launched YC companies. The data is sourced from YC's Algolia search index and updated daily via GitHub Actions.

This is a read-only data source. It provides company profiles, batch listings, industry/tag breakdowns, hiring status, and diversity data. No write operations exist — the API serves static JSON files.

No authentication required. The API is public and free. Just use curl to fetch JSON endpoints.


Step 1: Verify Prerequisites

This skill only needs curl (to fetch data) and jq (to parse/filter JSON). Both are pre-installed on most systems.

!`(command -v curl > /dev/null && echo "CURL_OK" || echo "CURL_MISSING") && (command -v jq > /dev/null && echo "JQ_OK" || echo "JQ_MISSING")`

If JQ_MISSING, install it:

# macOS
brew install jq

# Linux (Debian/Ubuntu)
sudo apt-get install jq

If jq is unavailable, you can still fetch raw JSON with curl and parse it inline with Python or other tools — but jq makes filtering much easier.


Step 2: Identify What the User Needs

Match the user's request to the appropriate endpoint. See references/api_reference.md for full details.

User Request Endpoint Notes
Overall YC stats meta.json Company count, batch list, industry/tag lists
All companies companies/all.json Full dataset (~5,700 companies) — large response
Top companies companies/top.json ~91 top-performing YC companies
Companies hiring companies/hiring.json ~1,400 currently hiring
Non-profit companies companies/nonprofit.json YC-backed non-profits
Diversity data companies/black-founded.json, hispanic-latino-founded.json, women-founded.json Founder diversity
Specific batch batches/{batch-name}.json e.g., winter-2026.json, spring-2026.json, fall-2025.json
Single company profile batches/{batch-name}/{slug}.json e.g., batches/summer-2009/stripe.json, batches/winter-2009/airbnb.json
By industry industries/{industry}.json e.g., fintech.json, healthcare.json
By tag tags/{tag}.json e.g., ai.json, developer-tools.json

Read the full file on GitHub · 172 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 6d ago First seen · 172 lines · 194 tokens per session scan B 4616326fae08

Subscribe to this mod's changes

yc-reader is a skill published in the GitHub repository himself65/finance-skills (3,284 stars, last pushed 9d ago), licensed MIT. It adds 194 tokens to every session and 1,944 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it B with 2 findings (asks for root, 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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