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 competitor-updategit 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/competitor-update)<a href="https://agentmods.dev/skills/tinyfish-io/tinyfish-cookbook/competitor-update"><img src="https://agentmods.dev/badge/skills/tinyfish-io/tinyfish-cookbook/competitor-update/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/competitor-update"><img src="https://agentmods.dev/badge/skills/tinyfish-io/tinyfish-cookbook/competitor-update.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00083 | $0.01621 |
| Opus 5.5 | $0.00033 | $0.00648 |
| Sonnet 5.5 | $0.00017 | $0.00324 |
| Haiku 4.5 | $0.00008 | $0.00162 |
Grade A, and why
competitor-product-monitor 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 197 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Competitor Product Monitor
This skill walks the agent through a structured workflow to identify competitors, fetch their latest product release information using the TinyFish web agent, and generate a clean report for the user.
Pre-flight: TinyFish Check (REQUIRED)
Before doing anything, verify TinyFish is available:
which tinyfish && tinyfish --version || echo "TINYFISH_CLI_NOT_INSTALLED"
tinyfish auth status
If not installed, stop and tell the user:
Install the TinyFish CLI first:
npm install -g @tiny-fish/cliThen authenticate:tinyfish auth login
Do NOT proceed until both checks pass.
Workflow
Step 1 — Ask the user for their product and field
Say:
To get started, please tell me:
- Your industry or field (e.g. "project management SaaS", "electric vehicles", "cloud storage")
- Your product or company name (e.g. "Notion", "Tesla", "Dropbox")
Wait for the user's response before continuing.
Step 2 — Identify competitors
Based on the user's field and product, suggest 3–5 direct competitors. For each competitor, find or infer their primary website URL.
Present them in a clear list, like:
Here are the competitors I found for [product] in [field]:
- Asana — https://asana.com
- Monday.com — https://monday.com
- ClickUp — https://clickup.com
Does this look right? Feel free to remove any, or add others (with their website URLs if possible).
Wait for the user to confirm or modify the list before proceeding.
Tips for finding competitor URLs:
- Use the company's official homepage, not a blog or news page
- Prefer URLs like
https://companyname.comover subdomains - If the user provides a competitor name without a URL, infer the most likely homepage
Step 3 — Fetch product release information with TinyFish
For each confirmed competitor, run a separate TinyFish command. Run them in parallel for speed.
Use this command pattern for each competitor:
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.
- 1mo ago First seen · 197 lines · 83 tokens per session scan A 8bafc8027cb9
competitor-product-monitor is a skill published in the GitHub repository tinyfish-io/tinyfish-cookbook (2,267 stars, last pushed today), licensed MIT. It adds 83 tokens to every session and 1,621 once invoked, about $0.0003 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 2026-08-30.
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