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Magnus Hedemark
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Each README is written for a human audience, explaining: - What the skill does (not what format it follows) - What benefit the user gets from installing it - Quick setup and usage patterns - When to load/trigger the skill - What scripts, references, and templates it ships data-scientist already had a README — left unchanged. 48 READMEs added across all skill and bundle directories.
Workflow Architect — Discover and Encode Your Actual Workflow
A meta-skill that helps you understand how you actually work, then generates a loadable skills bundle encoding your workflow as agent-triggerable skills. Turns implicit process into explicit, reusable capability.
Why Install This Skill
When your agent loads this skill, it becomes a process discovery specialist who can:
- Discover your workflow — through active interview (8-15 guided questions) or passive observation (analyzing what you actually do)
- Generate a skills bundle — loadable skills with trigger conditions that encode each phase of your workflow
- Create a decision map — Mermaid flowchart visualizing your workflow as your agent sees it
- Optionally set up a kanban board — if your workflow has a predictable linear path
- Make it permanent — generated bundle is registered in your agent's skill system for future sessions
What You Get
| Directory | Purpose |
|---|---|
SKILL.md |
Bundle umbrella — two modes: active interrogation or passive observation |
skills/ |
3 sub-skills: interviewer (active mode), observer (passive mode), bundle-builder (generation engine) |
references/ |
Workflow archetypes library, trigger condition patterns, kanban decision criteria |
templates/ |
4 templates: skill skeleton, manifest, kanban setup, decision map |
references/example-output/ |
Two worked examples: developer pipeline, developer triage |
Two Modes
- Active Interrogation — guided interview that asks structured questions and branches based on your answers.
- Passive Observation — watches what you do in a session and infers your workflow patterns without interrupting.
Both modes feed into the bundle-builder, which generates the final skills bundle.
Triggers
Load this when you want to understand your own process, formalize a workflow, share it with collaborators, or give structure to a session that feels aimless.
Requirements
Hermes Agent (uses skill_view, memory, session context scanning, write_file for bundle generation). Output bundles are standard Agent Skills format.