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Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-27 14:34:20 +00:00

4.9 KiB

Complex Workflow Patterns

Patterns for workflows whose SKILL.md got too big and had to carve out to references/. The default for any new skill is inline — a multi-stage coaching workflow lives in a single SKILL.md. Reach for these patterns only when SKILL.md genuinely won't fit.

Carve-Out Conventions

When carving out to references/:

  • Descriptive filenames (press-release.md, customer-faq.md, verdict.md). Never numbered prefixes — the carve-out is a section, not a "step." SKILL.md decides the order by routing.
  • Each file works standalone (context compaction can drop SKILL.md). No "as described in the overview."
  • SKILL.md keeps Overview, Activation, the Conventions block (see references/skill-quality-principles.md), and the routing logic. Everything else moves out.
  • assets/ is for templates and other static content the workflow loads, not for stages.

Workflow Persona

BMad workflows treat the human operator as the expert. The agent facilitates — asks clarifying questions, presents options with trade-offs, validates before irreversible actions. The operator knows their domain; the workflow knows the process.

Config Reading and Integration

Workflows read config from {project-root}/_bmad/config.yaml and config.user.yaml.

Module-based skills load with fallback and setup-skill awareness:

Load config from {project-root}/_bmad/config.yaml ({module-code} section) and config.user.yaml.
If missing: inform user that {module-setup-skill} is available, continue with sensible defaults.

Standalone skills load best-effort:

Load config from {project-root}/_bmad/config.yaml and config.user.yaml if available.
If missing: continue with defaults — no mention of a setup skill.

Config variables resolved already contain {project-root} — never double-prefix.

Decision-Log Workspace Pattern (canonical compaction survival)

For workflows that produce revisable artifacts, the Decision-Log Workspace pattern is the default. See references/skill-quality-principles.md for the full treatment.

The pattern in one paragraph. The workspace folder (artifact + .decision-log.md + optional addendum.md + optional distillate.md) exists from the moment intent is confirmed. Decision-log captures every meaningful decision and rationale; addendum captures rejected alternatives. Resume on activation, conflict-detect on update, audit at finalize. The decision log is the load-bearing artifact — the document is what the user takes; the log is what carries identity across sessions.

For Complex Workflows that route to carved-out files, each carved file must work standalone (compaction can drop SKILL.md mid-flow). Carved files reference the workspace by config-resolved path ({workflow.output_dir}/{workflow.output_folder_name}/) — never assume in-context state.

YAML frontmatter on the primary artifact (status + inputs survives compaction):

---
title: 'Analysis: Research Topic'
status: 'discovery'
inputs:
  - '{project-root}/docs/brief.md'
created: '2025-03-02T10:00:00Z'
updated: '2025-03-02T11:30:00Z'
---

When NOT to apply: purely conversational workflows, one-shot single-turn outputs, multi-artifact workflows where each artifact gets its own folder.

Routing from SKILL.md

When SKILL.md routes to a carved-out file, the route is by descriptive name. Use a Stages table near the bottom of SKILL.md:

## Stages

| # | Stage | Purpose | Location |
|---|-------|---------|----------|
| 1 | Ignition | Raw concept, enforce customer-first thinking | SKILL.md (above) |
| 2 | Press Release | Iterative drafting with hard coaching | `references/press-release.md` |
| 3 | Customer FAQ | Devil's advocate customer questions | `references/customer-faq.md` |

The # is a reading aid for the table, not a filename prefix.

Module Metadata Reference

BMad module workflows require extended frontmatter metadata. See references/metadata-reference.md for the metadata template and field explanations.

Architecture Checklist

Before finalizing a complex BMad workflow:

  • Default reconsidered — would this fit inline as named sections in a single SKILL.md?
  • Facilitator persona — treats the operator as expert?
  • Config integration — language, output locations read and used?
  • Conventions block stamped at top of SKILL.md (when multiple internal files are referenced)
  • Carve-outs in references/ use descriptive names, no numbered prefixes
  • Each carved file works standalone (compaction survival)
  • Decision-Log Workspace pattern applied (or explicit reason for skipping — Simple Utility, one-shot, purely conversational)
  • Resume protocol — Activation checks for existing workspace and offers to resume
  • Update mode reads .decision-log.md first; surfaces conflicts before applying changes
  • Final polish — subagent polish step at the end?
  • Finalize step includes decision-log audit (every entry → primary, addendum, or explicit process noise)