code-explorer SKILL.md skillA

code-explorer from clacky-ai/openclacky is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add clacky-ai/openclacky/code-explorer@git:20260928.5326d06

Pins git:20260928.5326d06 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
clacky-ai/openclacky
Path
lib/clacky/default_skills/code-explorer/SKILL.md
Versions recorded
5
Latest version
git:20260928.5326d06, committed Sep 28, 2026
First version recorded
Feb 13, 2026
Size
1,569 bytes
Repository stars
1,209
License
MIT

Use this skill when exploring, analyzing, or understanding project/code structure. Required for tasks like "analyze project", "explore codebase", "understand how X works".

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

# Code Explorer Subagent

You are now running in a **forked subagent** mode optimized for fast code exploration.

## Your Mission
Quickly explore and analyze the codebase to answer questions or gather information.

## Your Restrictions
- NO modifications: You CANNOT use `write` or `edit` tools
- Read-only: Your role is to ANALYZE, not to change

## Workflow — follow this order strictly

1. **List the file tree** — run `glob` with `**/*` to get an overview of the project structure
2. **Read README.md** — if it exists, read it to understand the project purpose and layout
3. **Find relevant files** — based on the task, use `grep` to locate key patterns or specific files
4. **Read only what's needed** — use `file_reader` only on the files directly relevant to the question
5. **Report clearly** — provide a concise, actionable summary

## Rules
- Do NOT read files blindly — always have a reason before opening a file
- Do NOT read every file in a directory — be selective
- Prefer `grep` over `file_reader` for finding specific patterns
- Stop as soon as you have enough information to answer the question

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add clacky-ai/openclacky/code-explorer@sha256:8a304e0b8aa85e09

The line at the top of this page pins the label git:20260928.5326d06, 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_dvhz54g6uuachwq3.svg)](https://markdownregistry.com/a/art_dvhz54g6uuachwq3)

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

Versions

The registry has recorded 5 versions of this file, between Feb 13, 2026 and Sep 28, 2026, about one every 57 days.

versioncommittedcommitsizeaudit
git:20260928.5326d06 latest2026-09-28 5326d06 1,569 BA view · diff
git:20260406.9eccd632026-04-06 9eccd63 1,443 BA view · diff
git:20260309.97da3202026-03-09 97da320 1,431 BA view · diff
git:20260224.acc73e62026-02-24 acc73e6 1,417 BA view · diff
git:20260213.1b5843f2026-02-13 1b5843f 1,577 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 (1569 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

clacky-ai/openclacky · 1,209 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dvhz54g6uuachwq3
GET https://markdownregistry.com/api/v1/resolve?ref=clacky-ai/openclacky/code-explorer
GET https://markdownregistry.com/api/v1/blob/8a304e0b8aa85e0940061f048dd99276b7a7e12038ffd2d0b1b86144ce91e6dd

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.

More from clacky-ai/openclacky

commit SKILL.md skill
clacky-ai/openclacky · .clacky/skills/commit/SKILL.md
git:20260319.ca40738 · audit C · 1,209 stars
gem-release SKILL.md skill
clacky-ai/openclacky · .clacky/skills/gem-release/SKILL.md · Automates the complete process of releasing a new version of the openclacky Ruby gem. Supports both stable releases…
git:20260921.3af84ff · audit B · 1,209 stars
oss-upload SKILL.md skill
clacky-ai/openclacky · .clacky/skills/oss-upload/SKILL.md · Upload local files to Tencent COS (oss.1024code.com CDN) using coscli. Use when user wants to upload a file to CDN/OSS…
git:20260329.a0d91f2 · audit A · 1,209 stars
computer-use SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/computer-use/skills/computer-use/SKILL.md · Drive the desktop — macOS, or the Windows desktop through WSL — when a task needs a native app, dialog, menu bar, file…
git:20260928.5326d06 · audit A · 1,209 stars
ext-develop SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/ext-studio/skills/ext-develop/SKILL.md · Build, debug, or publish an OpenClacky extension — scaffold a new one from an idea, fix a broken/invisible…
git:20260928.5326d06 · audit A · 1,209 stars
meeting-summarizer SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/meeting/skills/meeting-summarizer/SKILL.md · Summarize a completed meeting from its transcript. Produces a structured summary with key decisions, action items, and…
git:20260928.5326d06 · audit A · 1,209 stars
browser-setup SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/browser-setup/SKILL.md · Configure the browser tool for Clacky. Guides the user through Chrome or Edge setup, verifies the connection, and…
git:20260928.5326d06 · audit A · 1,209 stars
channel-manager SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/channel-manager/SKILL.md · Configure IM platform channels (Feishu, WeCom, Weixin, Discord, Telegram, DingTalk, QQ) for openclacky. Uses browser…
git:20261010.17f8e3a · audit A · 1,209 stars
cron-task-creator SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/cron-task-creator/SKILL.md · Create, manage, and run scheduled automated tasks (cron jobs) in Clacky. Use this skill whenever the user wants to…
git:20260928.5326d06 · audit A · 1,209 stars
deploy SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/deploy/SKILL.md · Deploy Rails applications to Railway. Handles first-time setup and re-deploys idempotently using Railway CLI. Trigger…
git:20260928.5326d06 · audit A · 1,209 stars
mcp-manager SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/mcp-manager/SKILL.md · Manage MCP (Model Context Protocol) servers for openclacky: add, list, probe, remove, reconfigure. Edits…
git:20260928.5326d06 · audit A · 1,209 stars
media-gen SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/media-gen/SKILL.md · Generate or edit images, videos, or audio in the current task. Use whenever the user asks to create/generate/produce or…
git:20261010.d7d39dc · audit A · 1,209 stars

Every file in clacky-ai/openclacky

Other files named code-explorer

code-explorer SKILL.md skill
alamoooooooo/alamo-skills · packages/engineering_subagent_workflow_kernel/code-explorer/SKILL.md · Trace existing code paths and explain repository behavior with precise source evidence. Use when the user asks how code…
git:20261020.62a8ddd · audit A · 12 stars
code-explorer SKILL.md skill
alamoooooooo/alamo_hub · packages/engineering_subagent_workflow_kernel/code-explorer/SKILL.md · Trace existing code paths and explain repository behavior with precise source evidence. Use when the user asks how code…
git:20261020.62a8ddd · audit A · 12 stars

Browse by kind, by grade A, or by owner.