team-building

name	team-building
description	Design and create AI team packages — manifest format, member structure, directory layout

Team Building

This skill teaches you how to create Markus team packages — self-contained directory-based artifacts that define a group of specialized AI agents with shared norms and coordination structure.

Core Philosophy

Every agent in a team must be a specialist. Do NOT simply pick generic templates and give them names. Design each agent with a unique identity, expertise, and detailed role documentation. Safety constraints are defined in each agent's POLICIES.md, not through tool restrictions.

Artifact Directory

CRITICAL: Team artifacts MUST be saved under this exact path — the Builder page, install system, and deliverable detection all depend on it:

~/.markus/builder-artifacts/teams/{team-name}/
├── team.json                    # Manifest (you write via file_write)
├── README.md                    # Public-facing team overview for Hub/Builder (REQUIRED)
├── ANNOUNCEMENT.md              # Team announcement (you write via file_write)
├── NORMS.md                     # Working norms (you write via file_write)
├── images/                      # Team-level images (icon, etc.)
│   └── icon.png                 # Team icon — used as avatar after install
├── workflows/                   # Workflow templates (optional)
│   └── {workflow-name}.yaml     # YAML workflow DAG definition
└── members/
    ├── {manager-slug}/
    │   ├── ROLE.md              # Identity and system prompt (REQUIRED)
    │   ├── HEARTBEAT.md         # Periodic self-check checklist (RECOMMENDED)
    │   ├── POLICIES.md          # Constraints and guardrails (optional)
    │   ├── CONTEXT.md           # Domain context and references (optional)
    │   └── images/              # Member avatar images (e.g. avatar.jpg)
    └── {worker-slug}/
        ├── ROLE.md              # Identity and system prompt (REQUIRED)
        ├── HEARTBEAT.md         # Periodic self-check checklist (RECOMMENDED)
        ├── POLICIES.md          # Constraints and guardrails (optional)
        ├── CONTEXT.md           # Domain context and references (optional)
        └── images/              # Member avatar images (e.g. avatar.jpg)

Do NOT write artifacts to ~/.markus/shared/, your agent workspace/, or any other location. Only ~/.markus/builder-artifacts/teams/ is recognized by package_list / package_install. The agents/, teams/, and skills/ subdirs are created automatically at startup — still write files yourself with file_write.

Package Slug (name) — REQUIRED

The manifest name is the package slug: directory name, Hub URL segment (/@user/{slug}), and share/publish id.

Rules (hard — invalid manifests are rejected on write / save / share):

• English kebab-case only: lowercase letters a-z, digits 0-9, hyphens -
• 2–64 characters; must start with a letter
• Pattern examples: frontend-squad, research-team, think-tank-research
• NOT allowed: Chinese (智库研究团队), spaces, underscores, UPPERCASE, emoji, or empty
• Put the human-readable title (any language) in displayName, never in name

User language	name (slug)	displayName
Chinese “智库研究团队”	think-tank-research	智库研究团队
English “Frontend Squad”	frontend-squad	Frontend Squad

If the user only gives a Chinese title, you invent an English kebab slug that captures the meaning, set displayName to their title, and use the slug for ~/.markus/builder-artifacts/teams/{name}/. Member folder slugs under members/ must also be English kebab-case.

Where files are deployed on install

Package location	Deployed to	Purpose
ANNOUNCEMENT.md	~/.markus/teams/{teamId}/ANNOUNCEMENT.md	Injected into every member's context
NORMS.md	~/.markus/teams/{teamId}/NORMS.md	Injected into every member's context
members/{name}/ROLE.md	~/.markus/agents/{agentId}/role/ROLE.md	Agent's identity and system prompt
members/{name}/HEARTBEAT.md	~/.markus/agents/{agentId}/role/HEARTBEAT.md	Periodic self-check checklist (every ~30 min)
members/{name}/POLICIES.md	~/.markus/agents/{agentId}/role/POLICIES.md	Additional agent constraints
members/{name}/CONTEXT.md	~/.markus/agents/{agentId}/role/CONTEXT.md	Domain context and references
members/{name}/images/	~/.markus/agents/{agentId}/role/images/	Member avatar images (copied on install; first image used as agent avatar)
workflows/*.yaml	~/.markus/teams/{teamId}/workflows/*.yaml	Workflow templates (runnable as task DAGs)

Creation Workflow

Write the team in up to three steps — manifest first, then content files, then optional workflow YAML. Never put file content inline in the JSON.

All modes (chat / task / A2A) — same rule

There is no chat auto-save. A JSON code block in your reply does not create files.

1. file_write("~/.markus/builder-artifacts/teams/{name}/team.json", ...) for the manifest
2. file_write for each content file (README, ANNOUNCEMENT, NORMS, member ROLE.md, …)
3. In task mode, set deliverable references to the artifact directory path

You may show the user a preview JSON in chat in addition to writing files — never instead of file_write.

Step 1: Write Manifest JSON via file_write

This JSON contains ONLY metadata and structure — no file content.

{
  "type": "team",
  "name": "team-name-kebab-case",
  "displayName": "Team Display Name",
  "version": "1.0.0",
  "description": "Team purpose and goals",
  "author": "",
  "icon": "images/icon.png",
  "category": "development | devops | management | productivity | general",
  "tags": ["tag1", "tag2"],
  "team": {
    "members": [
      {
        "name": "Manager Name",
        "role": "manager",
        "count" 
         
      
      
         
         
         
          
      
    
     
          
       
       
       
    
     
  

⚠️ CRITICAL — manifest field rules:

• members MUST be nested under team, NOT at the root level.
• role MUST be exactly "manager" or "worker" — no descriptions, no other values. The UI uses this to color-code tabs and determine sidebar counts.
• count is REQUIRED for every member (typically 1).
• category MUST be one of: development, devops, management, productivity, general.
• The root level should NOT contain members or skills directly — put skills under dependencies.skills.

After team.json is written, proceed to write the remaining files with file_write.

Step 2: Write Files with file_write

After the JSON is saved, write each file individually using file_write. The base path is ~/.markus/builder-artifacts/teams/{team-name}/ (use the name from your JSON).

Write files in this order:

1. README.md (REQUIRED) — The public-facing overview displayed on Markus Hub and the Builder detail page. This is what users see first when browsing the team. Write 2-4 paragraphs covering:

   • What this team does and what problem it solves
   • Team composition overview (who the key members are)
   • Key capabilities and workflow highlights
   • Example use cases or when to deploy this team

2. ANNOUNCEMENT.md — Team mission, member introduction, how the team works, key capabilities. At least 3 paragraphs.

3. NORMS.md — Phase-based workflow documentation aligned with team.workflow.phases. This is critical for team effectiveness. Structure it as:

   • A section for each workflow phase (e.g., "### 1. Plan", "### 2. Implement", "### 3. Review & Merge")
   • Each phase explains what happens, who is responsible, and which platform capabilities to use
   • Include file/module ownership rules if the team does parallel development
   • Include communication protocols (when to use agent_send_message, agent_broadcast_status)
   • Reference platform capabilities: spawn_subagent, background_exec, shell_execute (git/gh), worktree isolation, deliverable_create, etc.

4. Each member's ROLE.md — Write one at a time. Before writing, read the existing base role template via file_read to understand the expected depth and conventions. Each ROLE.md should be at least 5 paragraphs, covering:

   • Who this agent is (identity, personality)
   • Core expertise and responsibilities
   • Workflow with platform capabilities — when to use spawn_subagent, background_exec, shell_execute, etc.
   • Output standards and quality criteria
   • Collaboration expectations within the team
   • For developers: worktree isolation, TDD, submit-for-review flow
   • For reviewers: review-then-merge workflow (git merge or gh pr)
   • For managers: file ownership planning, dependency graphs, spawn_subagent for analysis

5. Each member's HEARTBEAT.md (RECOMMENDED) — Defines what the agent proactively checks every ~30 minutes. Without this file, the agent is purely reactive and will only respond to direct messages. Write a role-specific checklist covering:

Image Assets

Teams use two kinds of images, stored in separate locations:

Image	Location	Style	Purpose
Team icon	images/icon.png	Abstract logo / icon	Team card in UI, published to Hub as icon
Member avatar	members/{slug}/images/avatar.jpg	Realistic digital portrait	Agent card in UI (same as agent-building)

Team Icon

A team icon should represent the team's identity as a whole — like a department logo or squad badge. Use abstract, geometric, or emblematic styles. Do NOT use portraits for the team icon (portraits belong on individual member agents).

Prompt style guide for generate_image:

Good prompt (do this):
  "Clean vector-style icon for a research team, geometric shapes forming a magnifying glass
   over interconnected nodes, modern flat design, blue and indigo palette, square format"
  "Minimalist tech squad badge, circuit board pattern forming a shield, clean lines,
   dark blue and cyan accents, flat vector illustration, square format"

Bad prompt (don't do this):
  "A group of people sitting around a conference table" ✗ — this is a scene, not an icon
  "Smiling project manager portrait" ✗ — portraits are for members, not the team
  "Abstract colorful blob" ✗ — too vague, no recognizable meaning

Key rules:

• Style: vector / flat design / geometric / emblematic — NOT photographic
• Subject: abstract concept (shield, gear, nodes, stars, etc.) — NOT people
• Format: square, clean background, recognizable at small sizes (64×64)
• Match team purpose: research → magnifying glass / beaker, dev → code brackets / gear, ops → shield / cog

Member Avatars

Member avatars follow the same rules as agent-building — they are digital employee portraits. Each member gets a realistic headshot that matches their role.

Prompt style guide:

Good prompt (do this):
  "Professional headshot of a friendly male research director in business casual attire,
   warm blue tones, clean background, realistic digital portrait"
  "Creative female content strategist with glasses, warm orange tones, looking thoughtful,
   realistic digital portrait, professional yet approachable"

Bad prompt (don't do this):
  "Abstract icon of a roadmap with sticky notes" ✗ — not a person
  "A laptop with writing bubbles floating above it" ✗ — not a person

Key rules (same as agent-building):

• Subject is always a person — realistic digital portrait
• Match the role's personality — manager = organized/strategic, creator = creative/warm
• Color palette aligns with the role (blue = analytical, orange = creative, green = growth)
• Background: clean, professional, non-distracting
• Style: "realistic digital portrait", "professional headshot", "digital art style"

Image Size & Compression

Same specs as agent-building:

Property	Value
Final resolution	512×512 (square)
File format	JPEG (members) / PNG (team icon — for transparency)
Max file size	≤50KB
Compression method	Python Pillow (pip3 install Pillow) resize + save

Compression procedure:

# Using Python Pillow
python3 -c "
from PIL import Image
img = Image.open('source.jpg')
img = img.resize((512, 512), Image.LANCZOS)
img.save('avatar.jpg', 'JPEG', quality=85)
"

For team icons (PNG):

python3 -c "
from PIL import Image
img = Image.open('source.png')
img = img.resize((512, 512), Image.LANCZOS)
img.save('icon.png', 'PNG', optimize=True)
"

Always place images under an images/ subdirectory — NOT at the artifact root.

Example file_write calls:

file_write("~/.markus/builder-artifacts/teams/research-team/README.md", "# Research Team\n\nA collaborative AI research team that...\n\n## Team Composition\n- Research Director (manager)...\n- Senior Researcher (worker)...\n\n## Use Cases\n- Academic literature review and synthesis...")
file_write("~/.markus/builder-artifacts/teams/research-team/ANNOUNCEMENT.md", "# Research Team — Team Announcement\n\n...")
file_write("~/.markus/builder-artifacts/teams/research-team/NORMS.md", "# Research Team — Working Norms\n\n...")
file_write("~/.markus/builder-artifacts/teams/research-team/members/research-director/ROLE.md", "# Research Director\n\nYou are **Research Director** — ...\n\n...")
file_write("~/.markus/builder-artifacts/teams/research-team/members/research-director/HEARTBEAT.md", "# Heartbeat Checklist\n\n- [ ] Check mailbox ...\n- [ ] Review team task board ...\n- [ ] Unblock members ...")
file_write("~/.markus/builder-artifacts/teams/research-team/members/senior-researcher/ROLE.md", "# Senior Researcher\n\nYou are **Senior Researcher** — ...\n\n...")
file_write("~/.markus/builder-artifacts/teams/research-team/members/senior-researcher/HEARTBEAT.md", "# Heartbeat Checklist\n\n- [ ] Check mailbox ...\n- [ ] Review assigned tasks ...\n- [ ] Check build status ...")

IMPORTANT: The member directory slug is derived from the member's name field — lowercased, spaces to hyphens, non-alphanumeric removed.

Step 3: Write Workflow YAML (optional)

If the team has repeatable multi-step processes that should run as automated DAGs, add workflow templates. Each workflow is a YAML file that defines a sequence of tasks with dependencies, role assignments, and optional scheduling.

When to include workflows:

• The team has a process that runs repeatedly (e.g., weekly content publishing, daily reports)
• Multiple members need to collaborate in a defined sequence
• You want steps to run in parallel where possible and wait on dependencies automatically

Write each workflow YAML to workflows/:

file_write("~/.markus/builder-artifacts/teams/{team-name}/workflows/content-publishing.yaml", "<YAML content>")

Make sure team.workflows in your manifest references the file:

"workflows": ["workflows/content-publishing.yaml"]

Minimal workflow example:

name: content-publishing
displayName: Content Publishing
description: Plan, write, and review content
version: "1.0.0"

params:
  - name: topic
    type: string
    required: true

steps:
  - id: plan
    name: Plan Content
    type: agent_task
    role: editor
    prompt: "Create a content plan for: {{topic}}"

  - id: write
    name: Write Draft
    type: agent_task
    role: writer
    depends_on: [plan]
    inputs: [{ from: plan, as: content_plan }]
    prompt: "Write content about {{topic}} following the plan."

  - id: 
       
     
     
     []
     [{  ,   }]
     

For the full YAML format reference, DAG patterns, scheduling, and more examples, activate the workflow-building skill.

Field Reference

Top-level fields

• type: Always "team"
• name: Package slug — English kebab-case only (see Package Slug). Write/save/share reject Chinese or invalid slugs.
• displayName: Human-readable name, any language (e.g., "前端开发小队")
• version: Semver (default "1.0.0")
• description: Team purpose (any language)
• category: One of development, devops, management, productivity, general
• tags: Descriptive tags

team.members[] — Member Specifications (REQUIRED)

• name: Display name — Chinese / any language is fine (e.g., "Agent 创建者")
• slug (recommended): Explicit kebab-case slug matching the members/{slug}/ directory name (e.g., "agent-creator"). CRITICAL when name contains non-ASCII characters — the auto-derived slug from kebab(name) strips Chinese/Unicode, causing directory mismatch and broken avatars.
• roleName (recommended): English version of the display name (e.g., "Agent Creator"). Used as a fallback for directory matching when slug is not set. kebab("Agent Creator") → "agent-creator" matches the directory correctly.
• role: "manager" or "worker"
• count: Number of instances (default 1)
• skills: Skill IDs from the dynamic context. Actively assign skills — don't leave empty!

⚠️ CRITICAL — Avatar Mapping: The UI maps each manifest member to its on-disk members/{slug}/ directory using slug matching. If the member name is in Chinese (e.g., "Agent 创建者"), kebab() strips all Unicode → produces "agent" which does NOT match "agent-creator". Always set slug (preferred) or roleName (fallback) for members whose display names contain non-ASCII characters. Without this, member avatars, file tabs, and role colors will be mapped to the wrong members or not shown at all.

team.workflow — Workflow Configuration (recommended)

• phases: Array of phase names defining the team's workflow (e.g., ["plan", "implement", "review", "validate"])
• parallelImplementation: true if multiple members work in parallel during implementation
• worktreeIsolation: true if developers should work in isolated git worktrees (recommended for coding teams)
• requireReviewBeforeComplete: true if tasks must pass review before completion

team.workflows — Workflow Template Files (optional)

• Array of YAML file paths relative to the package root, e.g. ["workflows/content-publishing.yaml"]
• These files are copied to ~/.markus/teams/{teamId}/workflows/ on install and become runnable via the Workflows UI or workflow_run tool
• See the workflow-building skill for the full YAML format

After Creation

CRITICAL: Creating an artifact is NOT the same as installing/deploying it. Creating writes files to builder-artifacts/; installing deploys live agents that consume resources and join the org. NEVER auto-install. Only install when the user explicitly says "install", "deploy", or "hire". This applies to ALL modes (chat, task, A2A).

Once all files are written, tell the user:

1. The team has been created and saved — summarize the team composition (name, members, their roles).
2. Ready to install — the user can install from the Builder page, or ask you to install it (you would use package_install). Do NOT install unless asked.
3. To modify or improve this team (e.g., add new members, update roles, change team norms), just continue the conversation here — describe what you want to change and I'll update the files directly.

Rules

• DO NOT invent skill IDs. Only use values from the dynamic context.
• DO NOT leave skills empty when relevant skills are available. Review the skills list!
• DO NOT put file content in the JSON. Always use file_write for files.
• DO NOT write artifacts to ~/.markus/shared/ or your working directory. Always use ~/.markus/builder-artifacts/teams/{name}/.
• The name field MUST be a valid English kebab-case slug (see Package Slug). Never use Chinese as name. Invalid name → write/save/share fails.
• All top-level fields must be the correct type: author must be a plain string (e.g. "John") — NOT an object. tags must be an array of strings. version must be semver string. description must be a string. The system validates the manifest on write and will reject malformed files.
• Every team MUST have exactly one member with "role": "manager" and at least one "worker".
• Write each ROLE.md with full attention — at least 5 substantive paragraphs per member.
• Do NOT rush through members. Each one deserves careful, tailored content.
• After outputting the JSON, write files one by one — announce what you're writing each time.