TinyFish Cookbook is a collection of example applications, recipes, and automations built with TinyFish, a web service that lets AI agents search the live web, read pages, and perform browser-based tasks. Developers use it to learn how to build web agents and connect them with workflows such as research, monitoring, and data collection. The catalogue entries provide agent skills and integrations for working with these examples and TinyFish endpoints.
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.
npx skills add tinyfish-io/tinyfish-cookbook --skill oss-bounty-findergit clone --depth 1 https://github.com/tinyfish-io/tinyfish-cookbookWrote 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.
[](https://agentmods.dev/skills/tinyfish-io/tinyfish-cookbook/oss-bounty-finder)<a href="https://agentmods.dev/skills/tinyfish-io/tinyfish-cookbook/oss-bounty-finder"><img src="https://agentmods.dev/badge/skills/tinyfish-io/tinyfish-cookbook/oss-bounty-finder/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.
<a href="https://agentmods.dev/skills/tinyfish-io/tinyfish-cookbook/oss-bounty-finder"><img src="https://agentmods.dev/badge/skills/tinyfish-io/tinyfish-cookbook/oss-bounty-finder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
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 →
- high Agent Snooping · line 61 Skill reads from agent configuration directories (.claude/, .codex/, .gemini/). These directories may contain API keys, personal settings, and other credentials that the skill has no legitimate need to access.Fix: Remove all code or instructions that access agent configuration directories (.claude/, .codex/, .gemini/). If configuration values are needed, pass them explicitly as parameters or environment variabl
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 | $0.00242 | $0.05109 |
| Opus 5 | $0.00121 | $0.02554 |
| Sonnet 5 | $0.00048 | $0.01022 |
| Haiku 4.5 | $0.00024 | $0.00511 |
Grade B, and why
oss-bounty-finder 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 10d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
> **Option 5 — Claude Code settings:** Add to `~/.claude/settings.local.json`: How it starts
The opening of the file, as written. The whole thing — 401 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OSS Bounty & Grant Finder — Find Paid Open Source Work
You have access to the TinyFish CLI (tinyfish), a tool that runs browser automations from the terminal using natural language goals. This skill uses it to search bounty platforms, GitHub repos, and grant foundation pages in parallel, then synthesizes results into a structured paid opportunities report.
Pre-flight Check (REQUIRED)
Before making any TinyFish call, always run BOTH checks:
1. CLI installed?
PowerShell:
Get-Command tinyfish; tinyfish --version
bash/zsh:
which tinyfish && tinyfish --version || echo "TINYFISH_CLI_NOT_INSTALLED"
If not installed, stop and tell the user:
Install the TinyFish CLI:
npm install -g @tiny-fish/cli
2. Authenticated?
tinyfish auth status
If not authenticated, stop and tell the user:
You need a TinyFish API key. Get one at: https://agent.tinyfish.ai/api-keys
Then authenticate:
Option 1 — CLI login (interactive):
tinyfish auth loginOption 2 — PowerShell (current session only):
$env:TINYFISH_API_KEY="your_api_key_here"Option 3 — PowerShell (persist across sessions):
[System.Environment]::SetEnvironmentVariable("TINYFISH_API_KEY", "your_api_key_here", "User")Then close and reopen PowerShell for it to take effect.
Option 4 — bash/zsh (Mac/Linux):
export TINYFISH_API_KEY="your_api_key_here"Option 5 — Claude Code settings: Add to
~/.claude/settings.local.json:{ "env": { "TINYFISH_API_KEY": "your_api_key_here" } }
Do NOT proceed until both checks pass.
What This Skill Does
Given a developer's stack and optional keywords (e.g. "Rust, async"), this skill:
- Tier 1 — Scrapes Algora and IssueHunt, bounty platforms that already curate paid OSS issues
- Tier 2 — Scrapes the awesome-
<stack>GitHub list to discover top repos, then fans out to check each repo's bounty-labelled issues - Tier 3 — Scrapes NLNet, Sovereign Tech Fund, Mozilla MOSS, LFX Mentorship, GSoC, and Outreachy for open grant calls
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.
- 10d ago First seen · 401 lines · 242 tokens per session scan B 6cb8665be89b
oss-bounty-finder is a skill published in the GitHub repository tinyfish-io/tinyfish-cookbook (2,156 stars, last pushed 8d ago), licensed MIT. It adds 242 tokens to every session and 5,109 once invoked, about $0.0012 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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