explore SKILL.md skillA

explore from deepaksinghcs14/deadeye-cc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add deepaksinghcs14/deadeye-cc/explore@git:20260805.4cc8225

Pins git:20260805.4cc8225 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
deepaksinghcs14/deadeye-cc
Path
skills/explore/SKILL.md
Versions recorded
3
Latest version
git:20260805.4cc8225, committed Aug 5, 2026
First version recorded
Aug 2, 2026
Size
2,042 bytes
Repository stars
6
License
MIT

Progressive codebase exploration: index, then signatures, then targeted reads only.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file 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.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add deepaksinghcs14/deadeye-cc/explore@sha256:648b7ebef4b3f278

The line at the top of this page pins the label git:20260805.4cc8225, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_z3hhjvdd6fln5t4s.svg)](https://markdownregistry.com/a/art_z3hhjvdd6fln5t4s)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Aug 2, 2026 and Aug 5, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20260805.4cc8225 latest2026-08-05 4cc8225 2,042 BA view · diff
git:20260803.6156d9d2026-08-03 6156d9d 1,554 BA view · diff
git:20260802.58e79e92026-08-02 58e79e9 1,913 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2042 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

deepaksinghcs14/deadeye-cc · 6 stars · license MIT · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_z3hhjvdd6fln5t4s
GET https://markdownregistry.com/api/v1/resolve?ref=deepaksinghcs14/deadeye-cc/explore
GET https://markdownregistry.com/api/v1/blob/648b7ebef4b3f278229508d3d11247a9552cd26c81c660cacdc9387f8e7d43dd

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in deepaksinghcs14/deadeye-cc

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