Bundle Builder

Bundle Builder — Workflow Synthesis Engine

This sub-skill is loaded after the interviewer (active mode) or observer (passive mode) achieves convergence. It reads the accumulated workflow state from memory and generates an output bundle directory.

Input

All workflow-architect:state:* memory entries. Read them all at once:

Read: workflow-architect:state:entry_points
Read: workflow-architect:state:phases
Read: workflow-architect:state:branching
Read: workflow-architect:state:pain_points
Read: workflow-architect:state:exit_criteria

If any required fields are missing (entrypoints, phases, branching, exitcriteria), abort with a clear message about what's missing.

Output Structure

The bundle is written to ~/.hermes/skills/// with this layout:

/
├── SKILL.md                # *** UMBRELLA ENTRY POINT *** — makes the bundle
│                           # loadable via skill_view() and discoverable by
│                           # the agent's skill scanner on trigger keywords.
│                           # CRITICAL: without this, the bundle is invisible.
├── README.md               # Summary of this bundle
├── manifest.yaml           # Skill-to-trigger mapping
├── skills/
│   ├── entry-skill.md      # One per discovered phase
│   ├── phase-two.md
│   └── ...
├── decision-map.md         # Mermaid flowchart
├── AGENTS.md               # Agent loading instructions for this bundle
├── kanban/
│   └── board-definition.yaml  # Only if kanban is appropriate
└── references/
    └── generated-from.md   # Metadata about how this bundle was created

The SKILL.md umbrella is not optional. Without it, individual sub-skills may exist on disk but the agent's skill scanner has no entry point to match trigger keywords against. The umbrella is how the agent discovers and enters the bundle.

Bundle naming

Ask the user for a bundle name at the start of synthesis:

"Before I generate the bundle — what should I call it?
Something short, lowercase with hyphens, like 'my-triage-workflow'
or 'dev-sprint-routine'."

Fallback if user doesn't provide one: my-workflow--.

Writing the files

For each file in the output bundle, use the shared templates in ../../templates/ as starting points. Render them by substituting the state values.

Step-by-step file creation order:

1. Umbrella SKILL.md — MANDATORY FIRST STEP. This is the entry point

that makes the bundle discoverable. Write it directly to the bundle directory as SKILL.md, then register it via skill_manage(action='create').

The umbrella must include:

• name: matching the bundle name
• description with broad trigger keywords covering all common ways the

user enters this workflow (e.g., "I want to write about X", "I read something interesting", "can you research this", "draft it", "ship it")

• compatibility: Hermes Agent
• metadata.tags including workflow, bundle, and domain-relevant tags

Body content:

```markdown #

A -phase workflow covering .

## Pipeline

→ → → ...

(Include a Mermaid flowchart graph LR showing the phase sequence.)

## Sub-Skills

| Phase | Skill | Trigger | |-------|-------|---------| | | / | | | ... | ... | ... |

## Navigation

When you load this umbrella, identify which phase the user is in, load the corresponding sub-skill via skill_view(), and follow its instructions. Use the transition signals in each sub-skill to know when to move to the next phase.

## Pipeline Heuristics

• Can the user enter at any phase, or must they start at Phase 1?
• Are any phases automatic (e.g., refine always follows draft)?
• What's the relationship between phases (sequential, branching, optional)?

```

Category choice: Place the bundle in a category that matches where its sub-skills live (e.g., content for blogging pipelines, devops for deployment workflows). Ask the user if unsure.

1. manifest.yaml — Use ../../templates/manifest.yaml.tmpl. Substitute:

• {{BUNDLE_NAME}} — the bundle name
• {{PHASES}} — each phase with its trigger keywords, entry signals,

typical tools, and exit signals

• {{HAS_KANBAN}} — true/false based on kanban decision

1. README.md — Write from scratch (no template needed, it's prose).

Structure:

```markdown #

Generated by workflow-architect on .

This bundle covers a -style workflow with phases.

## Skills

| Skill | Trigger | When it fires | |-------|---------|---------------| | | | |

## Loading

Skills in this bundle are loaded automatically by trigger conditions. To load a specific skill: skill_view(name='/')

## Kanban

(Only if kanban exists) This workflow maps to a kanban board with lanes. ```

1. Sub-skills — For each phase in workflow-architect:state:phases,

generate a .md file in skills/ using ../../templates/skill-skeleton.md.

Naming convention: kebab-case-phase-name.md (e.g., morning-triage.md).

Each sub-skill file is a valid Agent Skills SKILL.md with:

• name matching the filename (without .md)
• description that includes trigger keywords from the phase's typical

openers and tools

• compatibility: Compatible with any agent supporting the Agent Skills format
• Body sections:
• When to use — the trigger condition in natural language
• What to do — step-by-step instructions for the agent in this phase
• Transition signals — what the user typically says or does that

transitions out of this phase

• What to tell the user — guidance on how the agent should communicate

during this phase

1. decision-map.md — Use ../../templates/decision-map.md.tmpl. Substitute:

• {{WORKFLOW_NAME}} — bundle name
• {{PHASE_NODES}} — phase names
• {{BRANCHING}} — decision diamonds
• {{ENTRY}} — how sessions start
• {{EXITS}} — how sessions end

1. AGENTS.md — Standard agent loading instructions for this bundle.

Short — just says which skills exist and when to load them.

1. kanban/ directory — Only if the kanban-decision-criteria.md reference

indicates kanban is appropriate. Generates three files:

a) kanban/board-setup.sh — Use ../../templates/kanban-board-setup.sh.tmpl. Substitutes:

• {{BOARD_SLUG}} — bundle name (kebab-case)
• {{BOARD_NAME}} — title-case version or user-provided name
• {{FIRST_PHASE_SKILL}} — skill file for the first phase
• {{FIRST_PHASE_PRIORITY}} — priority for first-phase tasks
• {{GENERATION_DATE}} — current date

The setup script creates the board via hermes kanban boards create and prints instructions for adding work.

b) kanban/task-blueprints.yaml — Use ../../templates/kanban-task-blueprints.yaml.tmpl. Substitutes:

• {{BLUEPRINT_ENTRIES}} — one blueprint entry per phase, each with:
• phase: — phase name (kebab-case)
• title_template: — e.g. "Build: {{feature}}"
• skill: — path to the sub-skill file (e.g. my-workflow/build)
• default_priority: — descending from first phase (highest) to last
• initial_status: — first phase = todo, rest = ready
• body: — instructions for the worker: what skill to load,

definition of done, and transition to next phase

c) kanban/README.md — Brief usage guide explaining how to set up and use the board. Structure:

```markdown # Kanban Board:

This workflow maps to a Hermes Kanban board with phases in sequence.

## Setup

Run kanban/board-setup.sh to create the board: ``bash bash kanban/board-setup.sh ``

The script creates the board and switches to it. If you prefer to set it up manually: ``bash hermes kanban boards create --name "" ``

## Task Lifecycle

→ →

Each phase's task depends on the previous phase's task completing. When a task is done, the next phase's task auto-promotes to "ready" and the dispatcher picks it up.

## Adding Work

Create a task for the first phase: ``bash hermes kanban create "Build: " \\ --skill / \\ --priority 3 ``

Then create subsequent-phase tasks with --parent pointing to the first task's ID: ``bash hermes kanban create "Review: " \\ --parent \\ --skill / \\ --priority 2 ``

## Task Blueprints

See kanban/task-blueprints.yaml for template definitions of each phase's task, including default priorities, skill mappings, and worker instructions. ```

1. references/generated-from.md — Metadata about the generation process:

```markdown # Generated From

• Skill: workflow-architect
• Mode: active | passive
• Date:
• Archetype:
• Convergence Score:

```

1. Register sub-skills with Hermes skill system — For each sub-skill .md

file written in step 3, register it so it appears in skills_list() and can be loaded with skill_view(). This is the critical step that makes generated skills actually usable by the agent.

For each sub-skill file in skills/.md:

``python skill_manage(action='create', name='-', content=read_file('/skills/.md')['content'], category='generated') ``

This creates a proper skill directory with SKILL.md entry point, making the sub-skill discoverable and loadable. The sub-skill's existing valid Agent Skills frontmatter (name, description, license, tags) is used as-is.

Why separate registration is needed: The skill_manage() call also handles the skill directory structure (SKILL.md at root, not .md in a skills/ subdirectory). Without this step, the sub-skill files exist on disk but no Hermes mechanism discovers them. Only the umbrella SKILL.md (registered in step 0) would be loadable.

Verification: After registering all sub-skills, verify at least one: ``python skill_view(name='-') ``

If it errors, the registration failed — check that the sub-skill file's frontmatter name field matches and the content has valid YAML.

Kanban Decision

Before generating kanban files, consult ../../references/kanban-decision-criteria.md to decide whether a board is appropriate. The decision depends on the phases and branching structure discovered:

• If phases form a clear linear sequence (A → B → C → D), kanban adds value
• If branching is emergent (session depends on context), kanban is likely inappropriate
• If the user mentioned waiting on others, hand-offs, or status tracking, kanban is a strong fit

Present the decision to the user:

"Your workflow has a [linear/emergent] structure. A kanban board [would/wouldn't]
add much value here because [reason]. [If yes: I'll add one to the bundle.]"

1. Register sub-skills — For each generated sub-skill .md file in

skills/, register it so Hermes can discover it via skill_view() and skills_list():

`` For each sub-skill file skills/.md: Read the file content skill_manage( action='create', name='/', content=file_content ) ``

This makes each sub-skill loadable as skill_view('/'). The bundle name prefix prevents naming collisions with other skills.

If skill_manage is not available in the agent's toolset, note this for the user and suggest they run the registration manually.

Cleanup

After writing all files:

1. Verify the umbrella registered successfully:

`` skill_view(name='') ` If it returns status: available, proceed. If not found, re-run the skill_manage(action='create')` call.

1. Remove all workflow-architect:state:* memory entries

(memory(action='remove', target='memory', old_text='workflow-architect:state:'))

1. Remove all workflow-architect:state:* memory entries

(memory(action='remove', target='memory', old_text='workflow-architect:state:'))

1. Tell the user where the bundle was written and what it contains
2. Verify the umbrella loads correctly with skill_view(name='')

— if it doesn't resolve, check that skill_manage(action='create') was run and the SKILL.md has valid frontmatter

1. Verify at least one registered sub-skill loads:

skill_view(name='-')

1. Suggest they enter the workflow via any trigger phrase covered by the

umbrella's description, or by manually loading the umbrella skill

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: magnus919
• Source: magnus919/agent-skills
• License: MIT

Install and usage instructions live in the source repository linked above.