MCPInstall

project-manager

Manage video production projects including character profiles, project manifests, workflow history, and asset tracking. Use when creating new projects, managing characters, or tracking production state.

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374
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/mckruz/comfyui-expert --skill project-manager
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads project-manager automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Project Manager

Manages the lifecycle of video production projects. Each project gets a manifest, character profiles, workflow records, and asset tracking.

Project Structure

projects/{project-name}/
  manifest.yaml          # Project metadata, settings, status
  characters/
    {name}/
      profile.yaml       # Character description, reference images, voice profile
      references/         # Source images for this character
      outputs/            # Generated outputs
  workflows/              # Saved ComfyUI workflow JSONs
  assets/                 # External assets (audio, video, images)
  notes.md                # Production notes, what worked/didn't

Commands

Create New Project

When user wants to start a new project:

  1. Ask for project name and brief description
  2. Create directory structure under projects/
  3. Generate manifest.yaml:
name: "{project-name}"
description: "{description}"
created: "{ISO date}"
updated: "{ISO date}"
status: active  # active | paused | completed | archived

hardware:
  gpu: "RTX 5090"
  vram: 32

defaults:
  checkpoint: ""         # Filled after first successful generation
  upscaler: ""
  cfg: null
  sampler: ""
  scheduler: ""

characters: []           # List of character names
workflows: []            # List of saved workflow files

notes: ""

Create Character Profile

When user describes a character:

  1. Create projects/{project}/characters/{name}/profile.yaml:
name: "{character-name}"
trigger_word: "{unique_trigger}"  # e.g., "sage_character"
created: "{ISO date}"

appearance:
  gender: ""
  age_range: ""
  ethnicity: ""
  hair: ""
  eyes: ""
  skin: ""
  build: ""
  distinguishing_features: []

personality:
  traits: []
  voice_description: ""

reference_images:
  source_type: ""        # 3d_render | photograph | illustration | generated
  count: 0
  path: "references/"

lora:
  trained: false
  model_file: ""
  trigger_word: ""
  best_strength: null

voice:
  cloned: false
  model: ""              # chatterbox | f5-tts | elevenlabs | rvc
  sample_file: ""
  settings: {}

generation_history:
  preferred_method: ""   # instantid | pulid | infiniteyou | kontext | lora
  best_settings:
    cfg: null
    steps: null
    sampler: ""
    ip_adapter_weight: null
    instantid_weight: null
  successful_prompts: []
  failed_approaches: []

Update Project State

After any successful generation or pipeline run:

  1. Read current manifest
  2. Update defaults with settings that worked
  3. Update character's generation_history
  4. Add workflow file to workflows/ list
  5. Update updated timestamp

List Projects

List all projects under projects/ with status and character count.

Archive Project

Set status to archived, optionally compress outputs.

Integration

  • comfyui-inventory: Check what's available before recommending approaches
  • comfyui-character-gen: Feed character profile as context for generation
  • comfyui-voice-pipeline: Feed voice profile for synthesis
  • comfyui-lora-training: Use reference images and profile for dataset prep

FAQ

What does the project-manager skill do?

Manage video production projects including character profiles, project manifests, workflow history, and asset tracking. Use when creating new projects, managing characters, or tracking production state.

How do I install project-manager?

Run npx skills add https://github.com/mckruz/comfyui-expert --skill project-manager in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/project-manager/ (personal) or .claude/skills/project-manager/ (project).

Which AI agents can use project-manager?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is project-manager safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains project-manager?

It is published by mckruz in mckruz/comfyui-expert. It has 374 recorded installs.

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