spec

Spec

Structured execution spec for: $ARGUMENTS

Objective

Transform any starting point — raw text, a brainstorm report, a GitHub issue, a conversation — into a structured execution spec. Produces 3-7 prioritized workstreams with complexity ratings, dependencies, and testable acceptance criteria. Optionally creates GitHub issues from the workstreams.

Parameters

Flags

Flag	Inverse	Behavior
-s / --save	-S / --no-save	Save spec to .claude/output/spec/{slug}/spec.md
-i / --issues	-I / --no-issues	Create GitHub issues from workstreams (implies -s)
-a / --auto	-A / --no-auto	Skip Q&A, make reasonable assumptions
-e / --economy	-E / --no-economy	No subagents, direct tools only
-f <path> / --from <path>	—	Prior context — file, GitHub issue (#N), or URL as foundational input. Non-Markdown sources (PDF, DOCX, PPTX, audio, YouTube) → pre-process with /markitdown -s and pass the saved path

Lowercase enables, uppercase disables. All flags default OFF. Flags are removed from input; remainder becomes {idea}. {slug} is kebab-case from {idea}, max 5 words.

Requirements

• gh (GitHub CLI), authenticated via gh auth login — required by -i and by -f with a GitHub issue reference (#N) or URL. Other flags work without gh.

Examples

/spec -s add user authentication with OAuth
/spec -s -f .claude/output/brainstorm/auth-strategy/brainstorm.md "OAuth authentication"  # from prior brainstorm
/spec -s -f "#42" "implement payment refunds"     # from GitHub issue
/spec -s -a redesign the billing system           # skip Q&A
/spec -s -a -i migrate from REST to GraphQL       # auto + create issues
/spec -s -e add search functionality              # no subagents

Pipeline

/brainstorm -s "topic"              → brainstorm.md
/spec -s -f brainstorm.md "..."     → spec.md  ← you are here
/apex -f spec.md implement WS-1     → code

Spec is the structural bridge. It reads context (a brainstorm, an issue, a conversation), produces workstreams with acceptance criteria, and hands off to /apex — which then implements one workstream at a time.

Output

When {save_mode} = true:

.claude/output/spec/{slug}/
└── spec.md    # The structured spec document

If {issues_mode} = true, a ## GitHub Issues section is appended to spec.md after creation, mapping each workstream to its issue number.

Subagent strategy

Discovery (step-01) uses adaptive agent launching unless {economy_mode} = true.

Available subagent types:

• Explore — find existing patterns, files, architecture (read-only, fast, context-isolated)
• general-purpose — research approaches, library docs, web search

Launch count scales with context:

Scenario	Agents	Composition
Simple idea, no codebase	0-1	Model handles directly; 1x general-purpose only if external research needed
Feature in existing codebase	2-3	1x Explore (related code) + 1x Explore (patterns)
Complex feature, multiple areas	3-5	2x Explore (different areas) + 1-2x general-purpose
Major system, many unknowns	4-6	2x Explore + 2-3x general-purpose

Why subagents matter here: exploration reports typically produce far more raw output than the final spec needs. Running exploration in subagents keeps the main context clean — the skill sees only the distilled findings, not the file contents scanned to produce them. Launch all chosen agents in a single message so they run in parallel.

Don't over-launch. If the idea is simple or the codebase is small, skip subagents entirely — direct tool use is faster.

State variables

Persist throughout all steps:

Variable	Type	Description
{idea}	string	Feature/idea description (flags removed)
{slug}	string	Kebab-case identifier, max 5 words
{auto_mode}	boolean	Skip Q&A
{save_mode}	boolean	Save spec to file
{issues_mode}	boolean	Create GitHub issues (forces save)
{economy_mode}	boolean	No subagents
{from_file}	string	Path to prior context (if -f provided)
{output_dir}	string	.claude/output/spec/{slug}/
{output_file}	string	{output_dir}spec.md

Entry point

FIRST ACTION: parse flags and proceed. Do not load step-01 until init is done.

1. Parse flags — lowercase enables, uppercase disables, -f consumes next arg as {from_file}, remainder becomes {idea}.
2. Apply implications — if {issues_mode} = true, force {save_mode} = true.
3. Generate identifiers — {slug} = kebab-case from {idea} (max 5 words); {output_dir} = .claude/output/spec/{slug}/; {output_file} = {output_dir}spec.md.
4. Create output dir — if {save_mode} = true, mkdir -p {output_dir}.
5. Show compact summary — one line + one table, then proceed immediately:

> Spec: {idea}

| Variable | Value |
|----------|-------|
| `{slug}` | {slug} |
| `{from_file}` | {path or —} |
| `{auto_mode}` | true/false |
| `{save_mode}` | true/false |
| `{issues_mode}` | true/false |
| `{economy_mode}` | true/false |

→ Discovering...

Keep output minimal: no verbose parsing logs, no separators, no explanations. Load steps/step-01-discover.md immediately after the table.

Steps

Progressive loading — load only the current step file:

Step	File	Purpose
01	steps/step-01-discover.md	Context gathering: prior docs, codebase, Q&A
02	steps/step-02-specify.md	Write the structured spec document
03	steps/step-03-issues.md	Create GitHub issues from workstreams (only with -i)

Supporting files

• templates/spec.md — the canonical spec document format used by step-02
• scripts/setup-labels.sh — idempotent GitHub label creation (used by step-03)
• scripts/validate_spec.py — schema + dependency-graph validator (used by step-02; requires Python 3.7+)

Rules

• Never implement. Spec produces a document, not code changes.
• Load one step at a time. Each step file declares its next_step.
• Persist state variables across all steps.
• ULTRA THINK before decomposing work into workstreams.
• Always include concrete acceptance criteria — every workstream, every time.
• Validate before finalizing. Run python3 ${CLAUDE_SKILL_DIR}/scripts/validate_spec.py {output_file} after writing — exit 0 required. Rewrite flagged workstreams until the schema clears (3-7 workstreams; Priority/Complexity set; deps resolve; no cycles).

Success criteria

• Spec document produced in the canonical format (see templates/spec.md)
• 3-7 workstreams with priority, complexity, tasks, and acceptance criteria
• Dependencies mapped, execution order defined
• Output saved if {save_mode} enabled
• GitHub issues created if {issues_mode} enabled
• Clear bridge commands to /apex shown at the end