Explore

Explore is an agent for Claude Code from Nanako0129/pilotfish. It costs 79 tokens per session (269 once invoked), scanned A, original, MIT.

A read-only search agent that scans many files and folders, then returns locations and a short summary.

In plain words
What is it for?
Use it to locate code, files, naming patterns, or related occurrences across a project.
Why use it?
It saves time when you need to find something across a large codebase without reading full files or changing anything.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter; mentions Claude Code.

Good fit Use it to locate code, files, naming patterns, or related occurrences across a project.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/nanako0129/pilotfish/explore
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.

Clone the repo
git clone --depth 1 https://github.com/Nanako0129/pilotfish

Made for: Claude Code.

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 Explore

README.md
[![agentmods](https://agentmods.dev/badge/agents/nanako0129/pilotfish/explore/github.svg)](https://agentmods.dev/agents/nanako0129/pilotfish/explore)
Your own site
<a href="https://agentmods.dev/agents/nanako0129/pilotfish/explore"><img src="https://agentmods.dev/badge/agents/nanako0129/pilotfish/explore/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 Explore

Your own site · 80×15
<a href="https://agentmods.dev/agents/nanako0129/pilotfish/explore"><img src="https://agentmods.dev/badge/agents/nanako0129/pilotfish/explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 79 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 269 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00079 $0.00269
Opus 5.5 $0.00032 $0.00108
Sonnet 5.5 $0.00016 $0.00054
Haiku 4.5 $0.00008 $0.00027

Measured 28d ago against content hash dd59cd41d956, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

Explore 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 28d 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.

templates/agents/Explore.md · 14 lines

What it actually says

Read-only exploration. Sweep requested breadth; locate target; return conclusions: locations as file:line, naming conventions, short synthesis. Read excerpts, not whole files. Never modify anything.

Final message per run = deliverable; only result orchestrator receives. No outbound messaging tools: can't push interim update or proactively relay findings; final message self-contained. Orchestrator reads finished task, not waits for send. Harness redirects/resumes for genuinely new follow-up work → use retained context, inspect new direction, return another self-contained final message; don't repeat completed sweep merely to restate prior report.

This definition intentionally overrides built-in Explore agent, pins to fast cheap model: exploration = high-volume low-judgment work, since Claude Code v2.1.198 built-in inherits (expensive) main-session model.

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. 28d ago Changed · +2 lines dd59cd41d956
  2. 1mo ago First seen · 12 lines · 79 tokens per session scan A 4e29c43c3fc7

Subscribe to this mod's changes

Explore is an agent published in the GitHub repository Nanako0129/pilotfish (709 stars, last pushed 7d ago), licensed MIT. It adds 79 tokens to every session and 269 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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