bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Autonomous multi-agent task orchestration with dependency analysis, parallel tmux/Codex execution, and self-healing heartbeat monitoring. Use for large projects with multiple issues/tasks that need coordinated parallel execution.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install henrino3/ec-task-orchestratorInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Autonomous orchestration of multi-agent builds using tmux + Codex with self-healing monitoring.
Load the senior-engineering skill alongside this one for engineering principles.
A JSON file defining all tasks, their dependencies, files touched, and status.
{
"project": "project-name",
"repo": "owner/repo",
"workdir": "/path/to/worktrees",
"created": "2026-01-17T00:00:00Z",
"model": "gpt-5.2-codex",
"modelTier": "high",
"phases": [
{
"name": "Phase 1: Critical",
"tasks": [
{
"id": "t1",
"issue": 1,
"title": "Fix X",
"files": ["src/foo.js"],
"dependsOn": [],
"status": "pending",
"worktree": null,
"tmuxSession": null,
"startedAt": null,
"lastProgress": null,
"completedAt": null,
"prNumber": null
}
]
}
]
}
dependsOn array enforces ordering# 1. Create working directory
WORKDIR="${TMPDIR:-/tmp}/orchestrator-$(date +%s)"
mkdir -p "$WORKDIR"
# 2. Clone repo for worktrees
git clone https://github.com/OWNER/REPO.git "$WORKDIR/repo"
cd "$WORKDIR/repo"
# 3. Create tmux socket
SOCKET="$WORKDIR/orchestrator.sock"
# 4. Initialize manifest
cat > "$WORKDIR/manifest.json" << 'EOF'
{
"project": "PROJECT_NAME",
"repo": "OWNER/REPO",
"workdir": "WORKDIR_PAT...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# Task Orchestrator
Autonomous orchestration of multi-agent builds using tmux + Codex with self-healing monitoring.
**Load the senior-engineering skill alongside this one for engineering principles.**
## Core Concepts
### 1. Task Manifest
A JSON file defining all tasks, their dependencies, files touched, and status.
```json
{
"project": "project-name",
"repo": "owner/repo",
"workdir": "/path/to/worktrees",
"created": "2026-01-17T00:00:00Z",
"model": "gpt-5.2-codex",
"modelTier": "high",
"phases": [
{
"name": "Phase 1: Critical",
"tasks": [
{
"id": "t1",
"issue": 1,
"title": "Fix X",
"files": ["src/foo.js"],
"dependsOn": [],
"status": "pending",
"worktree": null,
"tmuxSession": null,
"startedAt": null,
"lastProgress": null,
"completedAt": null,
"prNumber": null
}
]
}
]
}
```
### 2. Dependency Rules
- **Same file = sequential** — Tasks touching the same file must run in order or merge
- **Different files = parallel** — Independent tasks can run simultaneously
- **Explicit depends = wait** — `dependsOn` array enforces ordering
- **Phase gates** — Next phase waits for current phase completion
### 3. Execution Model
- Each task gets its own **git worktree** (isolated branch)
- Each task runs in its own **tmux session**
- Use **Codex with --yolo** for autonomous execution
- Model: **GPT-5.2-codex high** (configurable)
---
## Setup Commands
### Initialize Orchestration
```bash
# 1. Create working directory
WORKDIR="${TMPDIR:-/tmp}/orchestrator-$(date +%s)"
mkdir -p "$WORKDIR"
# 2. Clone repo for worktrees
git clone https://github.com/OWNER/REPO.git "$WORKDIR/repo"
cd "$WORKDIR/repo"
# 3. Create tmux socket
SOCKET="$WORKDIR/orchestrator.sock"
# 4. Initialize manifest
cat > "$WORKDIR/manifest.json" << 'EOF'
{
"project": "PROJECT_NAME",
"repo": "OWNER/REPO",
"workdir": "WORKDIR_PAT...Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...
Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
Send and receive P2P messages using disposable numbers and PINs. No servers, no accounts. Use for human notifications, approval flows, and agent-to-agent communication.