explore

explore is a skill for Claude Code, Codex from deepaksinghcs14/deadeye-cc. It costs 19 tokens per session (498 once invoked), scanned A, original, MIT.

A staged method for exploring an unfamiliar codebase. It starts with the file layout, then checks relevant symbols and call sites, and reads only the code needed to answer the question.

In plain words
What is it for?
Use it to map directories, find functions and references, identify which files a change may touch, and inspect targeted implementation sections.
Why use it?
It limits unnecessary reading while still building enough context to locate the relevant code. Each stage is a stopping point if it already answers the task.

Skill for Claude CodeCodex

Part of the deadeye plugin — 8 skills, 3 commands, 7 hooks 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 skills/deepaksinghcs14/deadeye-cc/explore
Any agent
npx skills add deepaksinghcs14/deadeye-cc --skill explore
Clone the repo
git clone --depth 1 https://github.com/deepaksinghcs14/deadeye-cc

Made for: Claude Code, Codex.

Or install deadeye, the plugin that ships this one along with the rest of its 8 skills, 3 commands, 7 hooks.

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/deepaksinghcs14/deadeye-cc/explore.svg)](https://agentmods.dev/skills/deepaksinghcs14/deadeye-cc/explore)
Your own site
<a href="https://agentmods.dev/skills/deepaksinghcs14/deadeye-cc/explore"><img src="https://agentmods.dev/badge/skills/deepaksinghcs14/deadeye-cc/explore.svg" alt="Measured on agentmods" height="20"></a>
Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 498 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 $0.00019 $0.00498
Opus 5 $0.00010 $0.00249
Sonnet 5 $0.00004 $0.00100
Haiku 4.5 $0.00002 $0.00050

Measured 4d ago against content hash 648b7ebef4b3, 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 4d 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 · 51 lines

What it actually says

Explore the codebase in three layers, stopping at the first one that answers the question. Do not skip ahead to reading full files "to be safe" -- each layer is a decision point, not a formality.

Layer 1 -- file index. Glob/find only, zero file reads. Get the shape: directory layout, naming conventions, where the relevant area likely lives. Stop here if the task is now obvious (e.g. "add a field to this one struct" and you can see exactly which file that is).

Layer 2 -- entry points and signatures. Grep for the symbols, exports, and call sites that matter to the task. You're building a map of what calls what, not reading implementations yet. Stop here if you now know which functions/files the change touches and roughly how they fit together.

Layer 3 -- targeted reads. Read with offset/limit only for the files directly relevant to the upcoming change -- never a full-repo read sweep. If a file is large, read the section around the relevant symbol, not the whole thing.

After each layer, explicitly decide: enough context to proceed, or one more layer? Don't default to Layer 3 out of caution -- most tasks resolve at Layer 1 or 2.

Return a structured summary to the caller: what you found, which files/symbols matter, and your recommendation -- not the raw contents you read along the way. The raw reads stay in this forked context; only the summary crosses back.

Before returning, cache the summary so the next session doesn't re-derive it (best-effort -- if this fails in any way, skip it silently and return your summary as normal; it is a cache, never a deliverable):

deadeye notes-append explore <<'EOF'
<the question you were asked>
- <a file or symbol that matters, and why>
- recommendation: <one line>
EOF

Ten lines maximum. If deadeye isn't on PATH, retry once with ~/.deadeye/bin/deadeye; if that also fails, move on.

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 · 51 lines · 0 tokens per session scan A 648b7ebef4b3

Subscribe to this mod's changes

explore is a skill published in the GitHub repository deepaksinghcs14/deadeye-cc (4 stars, last pushed 8d ago), licensed MIT. It adds 19 tokens to every session and 498 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 2026-08-31.

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