sdd-explore SKILL.md skillA

sdd-explore from ahgraber/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ahgraber/skills/sdd-explore@git:20260819.209d97b

Pins git:20260819.209d97b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ahgraber/skills
Path
skills/sdd-explore/SKILL.md
Versions recorded
5
Latest version
git:20260819.209d97b, committed Aug 19, 2026
First version recorded
Mar 28, 2026
Size
4,675 bytes
Repository stars
6
License
CC0-1.0

Use when the user wants to think through ideas, investigate problems, or clarify requirements before or during any SDD path. Triggers: "explore", "think through", "help me figure out", "what should I build", "I'm not sure where to start", "let's brainstorm", "investigate this", "I want to explore".

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

# SDD Explore

Thinking partner for spec-driven development.
No fixed steps, no mandatory output.
Available before or during any SDD path.

> `SPECS_ROOT` is resolved by the `sdd` router before this skill runs.
> Replace `.specs/` with your project's actual specs root in all paths below.

## Writing Style

The conversation stays exploratory, but any artifact the user decides to keep is written in the voice of a professional technical writer.
Prefer ASD-STE100 Simplified Technical English: short sentences, one instruction per sentence, active voice, and one term per concept.
Keep identifiers, commands, paths, and RFC 2119 keywords exact.

## When to Use

- Before starting any SDD workflow — explore before speccing
- When requirements are unclear and writing a spec would be premature
- During change work when a decision blocks progress
- When you want to investigate the codebase before deciding what to spec

## When Not to Use

- You already know what to build — jump to `sdd-propose` or `sdd-derive`
- You have existing specs to convert — use `sdd-translate`

## Invocation Notice

- Tell the user when this skill is running: `sdd-explore`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ahgraber/skills/sdd-explore@sha256:9da8e8a811ffb109

The line at the top of this page pins the label git:20260819.209d97b, 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_ydqybbntfrcw6iam.svg)](https://markdownregistry.com/a/art_ydqybbntfrcw6iam)

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

Versions

The registry has recorded 5 versions of this file, between Mar 28, 2026 and Aug 19, 2026, about one every 36 days.

versioncommittedcommitsizeaudit
git:20260819.209d97b latest2026-08-19 209d97b 4,675 BA view · diff
git:20260807.1a09fb82026-08-07 1a09fb8 4,471 BA view · diff
git:20260428.73692822026-04-28 7369282 4,115 BA view · diff
git:20260409.fa281fb2026-04-09 fa281fb 3,953 BA view · diff
git:20260328.0cdfca92026-03-28 0cdfca9 3,855 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 (4675 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

ahgraber/skills · 6 stars · license CC0-1.0 · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ydqybbntfrcw6iam
GET https://markdownregistry.com/api/v1/resolve?ref=ahgraber/skills/sdd-explore
GET https://markdownregistry.com/api/v1/blob/9da8e8a811ffb109f180c9f6591b68b48f1874395bcb69c2976a178c473c4bb5

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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