explore

explore is a skill for Claude Code, Codex from ronaknnathani/relay. It costs 78 tokens per session (1,305 once invoked), scanned A, original, MIT.

A read-only workflow for building a verified map of a codebase or one part of it. It records entry points, code flow, modules, dependencies, data flow, and build and test systems with file-and-line references.

In plain words
What is it for?
For understanding how a feature works, finding its boundaries and dependencies, and supplying evidence to planning, implementation, or review work.
Why use it?
It gives developers reliable context before changing unfamiliar code, while preventing the investigation from modifying files.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents.

Good fit For understanding how a feature works, finding its boundaries and dependencies, and supplying evidence to planning, implementation, or review work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ronaknnathani/relay/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.

Any agent
npx skills add ronaknnathani/relay --skill explore
Clone the repo
git clone --depth 1 https://github.com/ronaknnathani/relay

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 explore

README.md
[![agentmods](https://agentmods.dev/badge/skills/ronaknnathani/relay/explore/github.svg)](https://agentmods.dev/skills/ronaknnathani/relay/explore)
Your own site
<a href="https://agentmods.dev/skills/ronaknnathani/relay/explore"><img src="https://agentmods.dev/badge/skills/ronaknnathani/relay/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/skills/ronaknnathani/relay/explore"><img src="https://agentmods.dev/badge/skills/ronaknnathani/relay/explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,305 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 $0.00078 $0.01305
Opus 5.5 $0.00031 $0.00522
Sonnet 5.5 $0.00016 $0.00261
Haiku 4.5 $0.00008 $0.00130

Measured 1mo ago against content hash ef244dc8fca7, 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 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.

skills/explore/SKILL.md · 89 lines

How it starts

The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Explore

Build an accurate, cited map of a codebase — or one feature/area within it — so a downstream skill can act on it. The output is understanding, not change: this skill observes and reports only and must never modify a file, run a mutating command, or write anything except its report. The bar is a map a reader can trust because every claim is either backed by a file:line reference or explicitly flagged as unverified. Scope to the topic the caller named; do not map the whole repo when asked about a slice.

Shared vocabulary

Use these terms so downstream skills that act on this map share one language:

  • Interface — the surface a caller sees (signatures, exported names, public API).
  • Implementation — the code behind that surface.
  • Module depth — how much behavior an interface hides. A deep module hides a lot behind a small interface (good — complexity is concentrated); a shallow one exposes nearly as much as it hides (a thin pass-through that mostly relocates complexity).
  • Seam — a boundary where behavior can be substituted or intercepted (an interface, a port, a dependency-injection point). Name seams explicitly; they are where plan and implement will cut.

Process

  1. Detect the stack first — before asserting anything. Read the dependency/manifest files (go.mod, package.json, pyproject.toml/requirements.txt, Cargo.toml, pom.xml, Gemfile, etc.) to learn languages, frameworks, and versions, plus the build/test entry points (Makefile, CI config, scripts). Cite the file for every stack claim; if you cannot confirm a version or choice, say so rather than guessing.
  2. Stage 1 — Feature/Area Discovery. Find the entry points and the files relevant to the topic. Grep for the feature's names, routes, types, and config keys; locate where execution or a request begins. List the candidate files before diving in.
  3. Stage 2 — Code-Flow Tracing. Follow the call chain end to end from each entry point, through every abstraction layer, down to where data is persisted, returned, or leaves the process (DB, queue, network, file). Record the chain as file:line → file:line. Note each seam you cross and whether the module behind it is deep or shallow.
  4. Stage 3 — Architecture Analysis. Step back: module boundaries, ownership (who/what owns each area — CODEOWNERS, directory structure), dependencies and their direction, and the recurring patterns and existing abstractions a consumer should reuse rather than reinvent.
  5. Stage 4 — Implementation Details. Capture the specifics a consumer needs: key signatures, invariants, error/validation paths, configuration, and the build/test commands that exercise this area — each with a file:line. Identify and cite these commands; do not run them — a build or test can mutate state (codegen, dependency installs, caches, network), which this skill must not.
  6. Close with the essential-files list (see below) — the compact handoff artifact. Dispatch a sub-agent per independent entry point or area when sub-agents are available; otherwise trace each inline, one at a time.

Read the full file on GitHub · 89 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. 1mo ago First seen · 89 lines · 78 tokens per session scan A ef244dc8fca7

Subscribe to this mod's changes

explore is a skill published in the GitHub repository ronaknnathani/relay (3 stars, last pushed 3d ago), licensed MIT. It adds 78 tokens to every session and 1,305 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 2026-08-31.

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