tinyfish-agent-run

tinyfish-agent-run is a skill for Claude Code, Codex from OpenCoven/coven. It costs 52 tokens per session (605 once invoked), scanned A, original, MIT.

A tool for running an autonomous TinyFish web agent against a website and showing its progress as JSON events. TinyFish is a browser-automation service that follows a written goal on a web page.

In plain words
What is it for?
Use it to run tasks such as navigating a site or collecting information from it. A TinyFish API key is required.
Why use it?
It makes long browser tasks easier to monitor by reporting when the run starts, progresses, and finishes.

Skill for Claude CodeCodex

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/opencoven/coven/tinyfish-agent-run
Any agent
npx skills add OpenCoven/coven --skill tinyfish-agent-run
Clone the repo
git clone --depth 1 https://github.com/OpenCoven/coven

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.

agentmods badge for tinyfish-agent-run

README.md
[![agentmods](https://agentmods.dev/badge/skills/opencoven/coven/tinyfish-agent-run.svg)](https://agentmods.dev/skills/opencoven/coven/tinyfish-agent-run)
Your own site
<a href="https://agentmods.dev/skills/opencoven/coven/tinyfish-agent-run"><img src="https://agentmods.dev/badge/skills/opencoven/coven/tinyfish-agent-run.svg" alt="Measured on agentmods" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 605 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 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 $0.00052 $0.00605
Opus 5 $0.00026 $0.00302
Sonnet 5 $0.00010 $0.00121
Haiku 4.5 $0.00005 $0.00060

Measured 4d ago against content hash ec6bdac259ca, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

tinyfish-agent-run 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 4d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/agent-run.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/tinyfish-agent-run/SKILL.md · 68 lines

What it actually says

TinyFish Agent Run

Execute an autonomous browsing goal against a URL and stream live events. Each SSE event is re-emitted on stdout as a single JSON line so a caller (subagent, TUI, etc.) can display progress as it arrives.

Requires: TINYFISH_API_KEY environment variable.

Pre-flight Check (REQUIRED)

[ -n "$TINYFISH_API_KEY" ] && echo "TINYFISH_API_KEY is set" || echo "TINYFISH_API_KEY is NOT set"

If the key is not set, stop and ask the user to add it. Get one at https://agent.tinyfish.ai/api-keys.

Streaming Run

scripts/agent-run.sh <url> <goal>

Example:

scripts/agent-run.sh https://scrapeme.live/shop "Extract the first 2 product names and prices. Return JSON."

Under the hood this POSTs to https://agent.tinyfish.ai/v1/automation/run-sse with:

{
  "url": "https://scrapeme.live/shop",
  "goal": "Extract the first 2 product names and prices. Return JSON."
}

and the header X-API-Key: $TINYFISH_API_KEY.

Output Format

One JSON object per line on stdout:

{"type":"STARTED","run_id":"abc123"}
{"type":"PROGRESS","run_id":"abc123","purpose":"Navigating to https://scrapeme.live/shop"}
{"type":"PROGRESS","run_id":"abc123","purpose":"Reading product list"}
{"type":"COMPLETE","run_id":"abc123","status":"COMPLETED","result":{...}}

A caller can:

  • Render each PROGRESS.purpose as a live status line.
  • Detect navigation by matching purpose against Navigating to <url> and surface the URL to an embedded browser view.
  • Parse COMPLETE.result for the final payload.

Event Types

  • STARTED{type, run_id} — emitted once when the run begins.
  • PROGRESS{type, run_id, purpose} — one per agent step. purpose is a short human-readable description.
  • COMPLETE{type, run_id, status, result} — emitted once when the run finishes. status is typically COMPLETED.
Files

What ships with it

1 file 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. 4d ago First seen · 68 lines · 52 tokens per session scan A ec6bdac259ca

Subscribe to this mod's changes

tinyfish-agent-run is a skill published in the GitHub repository OpenCoven/coven (46 stars, last pushed today), licensed MIT. It adds 52 tokens to every session and 605 once invoked, about $0.0003 per session on Opus 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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