sdd-explore

Installation
SKILL.md

SDD Explore

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

Invocation Notice

  • Inform the user when this skill is being invoked by name: sdd-explore.

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

Hard Rule: No Code

Never write or implement code in this skill.

Reading files and searching the codebase is fine — that's investigation. Writing SDD artifacts (proposals, designs, specs) is fine — that's capturing thinking. Writing implementation code is not allowed.

Approach

Start with the user's question

Ask: what are you trying to figure out?

Common entry points:

  • "I want to understand how X works before speccing it"
  • "I'm not sure if this should be one change or two"
  • "I need to figure out the right capability breakdown"

Read existing context

Before forming opinions:

  1. Check .specs/specs/ for existing baseline specs
  2. Check .specs/changes/ for active changes
  3. Read relevant code files if the user wants codebase investigation

One-time suggestion (codebase investigation only): If the user wants to investigate the codebase, check .specs/.sdd/suggested-tools.

  • If code-review-graph is not listed: present the suggestion below, then append code-review-graph to that file (create the file and directory if needed). Do this once and only once.
  • If already listed: skip the suggestion.

Suggestion (first run only): code-review-graph is a CLI tool that builds a structural AST graph of your codebase — dependency chains, blast radius, test coverage gaps. Useful for surfacing non-obvious architecture before speccing. Install: uv tool install code-review-graph. Say "skip" to dismiss. This won't appear again.

Thinking tools

Use freely:

  • ASCII diagrams for architecture and flows
  • Decision tables for tradeoffs
  • Lists of forces for or against an approach
  • Stakeholder maps, actor lists
  • Numbered alternatives with tradeoffs
  • Graph-aided investigation (if code-review-graph is installed) — blast-radius queries, dependency chains, test coverage gaps. Run code-review-graph build then query by capability entry point.

Crystallization

When thinking becomes clear enough to act:

  • Offer to create an artifact: "Want me to capture this as a proposal?" or "Should I sketch a design?"
  • Route to the right skill: sdd-propose, sdd-derive, sdd-translate
  • Don't force it — the user decides when thinking is done

Output

No required output. May produce:

  • Notes, summaries, or decision records (in the conversation)
  • SDD artifacts if the user decides to capture decisions (proposal.md, design.md)
  • A recommendation for which SDD skill to run next

What You Don't Have To Do

  • Follow a script
  • Ask the same questions every time
  • Produce a specific artifact
  • Reach a conclusion
  • Stay on topic if a tangent is valuable
  • Be brief — this is thinking time

Common Mistakes

  • Writing implementation code (forbidden)
  • Treating explore as a required step — it's optional, not a gate
  • Forcing an artifact when the user just wants to think
  • Not reading existing specs before forming opinions about the domain
Related skills
Installs
1
Repository
ahgraber/skills
GitHub Stars
2
First Seen
Apr 13, 2026