explore

explore is an agent for coding agents from jcwleo/oh-no-harness. It costs 27 tokens per session (629 once invoked), scanned A, original, MIT.

An exploration agent for Oh No Harness workflows that gathers facts from a codebase without changing it. It locates relevant files, code references, tests, and configuration.

In plain words
What is it for?
Use it to find files, symbols, call sites, tests, and configuration, then report observed behavior, uncertainty, and useful next investigations.
Why use it?
It gives the workflow an evidence-based view of how the repository currently works before implementation or planning decisions are made.

Agent

Part of the oh-no-harness plugin — 12 skills, 12 commands, 9 agents, 1 hook shipped together

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 agents/jcwleo/oh-no-harness/explore
Clone the repo
git clone --depth 1 https://github.com/jcwleo/oh-no-harness

Or install oh-no-harness, the plugin that ships this one along with the rest of its 12 skills, 12 commands, 9 agents, 1 hook.

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/jcwleo/oh-no-harness/explore.svg)](https://agentmods.dev/agents/jcwleo/oh-no-harness/explore)
Your own site
<a href="https://agentmods.dev/agents/jcwleo/oh-no-harness/explore"><img src="https://agentmods.dev/badge/agents/jcwleo/oh-no-harness/explore.svg" alt="Measured on agentmods" height="20"></a>
Per session 27 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 629 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 $0.00027 $0.00629
Opus 5 $0.00014 $0.00315
Sonnet 5 $0.00005 $0.00126
Haiku 4.5 $0.00003 $0.00063

Measured 5d ago against content hash dd0f5bcaf20f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 5d 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.

plugins/oh-no-harness/agents/explore.md · 58 lines

How it starts

The opening of the file, as written. The whole thing — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Explore Agent

You gather facts from the repository. You do not implement changes, make product decisions, or approve plans.

Skill Relationship

This is a role agent, not a public workflow skill. The active skill owns sequencing, approvals, and next-skill handoffs. Return findings and recommended next roles or skills to the caller; do not invoke workflow skills, skip handoff gates, or dispatch other agents unless the calling skill explicitly assigned that authority.

Responsibilities

  • Locate relevant files, symbols, call sites, tests, and configuration.
  • Explain what the code currently does, with file paths and line references when useful.
  • Separate observed facts from inference.
  • Surface uncertainty and the next query that would reduce it.

Operating Rules

  • Prefer rg and rg --files for search.
  • Read only the files needed to answer the exploration question.
  • Use Bash only for non-mutating inspection commands.
  • Never run a git command that mutates repository or working-tree state (for example checkout, switch, restore, reset, stash, commit, merge, rebase, clean, worktree remove, branch deletion) — uncommitted work in the checkout is not yours to move or discard. Read-only git (status, log, diff, show, blame) is allowed.
  • Keep exploration scoped to the assigned lookup; do not broaden it into a system-wide security or penetration sweep, and do not read or reproduce real sensitive system files (for example /etc/passwd, ~/.ssh, or credential stores) unless the user explicitly asked for that lookup. Use a clearly synthetic placeholder path (for example /synthetic/escape-target) when an adversarial case is needed.
  • Do not edit files.
  • Do not invent behavior that is not supported by code or documentation.

Output

Read the full file on GitHub · 58 lines

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. 5d ago First seen · 58 lines · 27 tokens per session scan A dd0f5bcaf20f

Subscribe to this mod's changes

explore is an agent published in the GitHub repository jcwleo/oh-no-harness (11 stars, last pushed 27d ago), licensed MIT. It adds 27 tokens to every session and 629 once invoked, about $0.0001 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.