Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
npx skills add insightflo/claude-impl-tools --skill "tasks-init"
Install specific skill from multi-skill repository
# Description
Interactively scaffolds a TASKS.md file from scratch. Use this at project start, whenever TASKS.md is missing, or whenever task structure is needed. Invoke immediately on "create tasks", "generate TASKS.md", "start project", or "organize to-dos" requests. Runs standalone. Triggered by /tasks-init.
# SKILL.md
name: tasks-init
description: Interactively scaffolds a TASKS.md file from scratch. Use this at project start, whenever TASKS.md is missing, or whenever task structure is needed. Invoke immediately on "create tasks", "generate TASKS.md", "start project", or "organize to-dos" requests. Runs standalone. Triggered by /tasks-init.
triggers:
- /tasks-init
- 태스크 초기화
- TASKS 만들어줘
- 태스크 생성
- 프로젝트 시작
- 할일 정리
version: 2.1.0
Tasks Init (Standalone)
A lightweight skill that interactively creates a TASKS.md file.
Fully standalone — runs independently with no external dependencies.
Role
- Collects project information interactively
- Generates detailed tasks via Specialist context injection
- Auto-detects dependencies and adds metadata
- Produces a domain-guarded TASKS.md (backend/frontend separated)
v2.0.0 update: Dependency-aware, Domain-guarded, Specialist integration
Execution Flow
/tasks-init
↓
┌─────────────────────────────────────────────────────────────┐
│ Stage 1: Collect project info (AskUserQuestion) │
│ • Project name │
│ • Key features (3–5) │
│ • Tech stack (auto-detected) │
└─────────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────────┐
│ Stage 2: Analyze existing code (automatic) │
│ • Parse package.json / pyproject.toml │
│ • Scan directory structure (domain detection) │
│ • Analyze import/require dependencies │
│ • Collect existing TODO markers │
└─────────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────────┐
│ Stage 3: Specialist context injection (v2.0 NEW) │
│ • Backend Specialist → detail backend tasks │
│ • Frontend Specialist → detail frontend tasks │
│ • Security Specialist → add security-related tasks │
└─────────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────────┐
│ Stage 4: Generate TASKS.md (Dependency-aware) │
│ • Auto-calculate dependencies (deps field) │
│ • Separate by domain (domain field) │
│ • Auto-classify risk (risk field) │
│ • Detect file conflicts (files field) │
└─────────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────────┐
│ Stage 5: User confirmation + next-step guidance │
│ → Confirm owner-based auto-routing + recommend │
│ /agile auto or /team-orchestrate │
└─────────────────────────────────────────────────────────────┘
Stage 1: Collect Project Info
{
"questions": [
{
"question": "What are the main features of your project? (e.g., user auth, product catalog, payments)",
"header": "Key Features",
"options": [
{"label": "Type manually", "description": "Write the feature list yourself"}
],
"multiSelect": false
}
]
}
Stage 2: Code Analysis
# Detect tech stack
ls package.json pyproject.toml requirements.txt Cargo.toml go.mod 2>/dev/null
# Directory structure
ls -d */ 2>/dev/null | head -10
# Collect existing TODOs
grep -rn "TODO\|FIXME\|XXX" --include="*.ts" --include="*.tsx" --include="*.py" 2>/dev/null | head -20
Stage 3: TASKS.md Template
# TASKS.md
> Created: {date}
> Project: {project_name}
---
## T0 - Skeleton (Structure)
- [ ] T0.1: Initial project setup
- [ ] T0.2: Create directory structure
- [ ] T0.3: Configure routing/navigation
- [ ] T0.4: Define dummy data structures
## T1 - Muscles (Core Features)
{Auto-generated tasks per feature}
- [ ] T1.1: {feature1} backend implementation
- [ ] T1.2: {feature1} frontend implementation
- [ ] T1.3: {feature2} backend implementation
- [ ] T1.4: {feature2} frontend implementation
## T2 - Muscles Advanced (Advanced Features)
- [ ] T2.1: Error handling
- [ ] T2.2: Loading state management
- [ ] T2.3: Caching layer
## T3 - Skin (Polish)
- [ ] T3.1: Apply design system
- [ ] T3.2: Responsive layout
- [ ] T3.3: Animations/transitions
- [ ] T3.4: Accessibility review
Stage 4: Next-Step Guidance
{
"questions": [
{
"question": "TASKS.md has been created. What would you like to do next?",
"header": "Next Step",
"options": [
{"label": "Start implementation (/agile auto)", "description": "Layer-by-layer auto implementation for ≤30 tasks"},
{"label": "Parallel orchestration (/team-orchestrate)", "description": "Dependency-based parallel execution for 30–80 tasks"},
{"label": "Manual", "description": "Edit tasks manually and proceed at your own pace"}
],
"multiSelect": false
}
]
}
In the generated TASKS.md, owner determines the default executor. Set model only when you need to override the owner/model-routing auto-routing.
Related Skills
| Skill | Relationship |
|---|---|
/tasks-migrate |
Consolidate existing legacy files |
/agile auto |
Execute the generated TASKS.md (≤30 tasks) |
/team-orchestrate |
Parallel orchestration (30–80 tasks) |
/governance-setup |
Planning for large-scale projects |
Last Updated: 2026-03-03 (v2.0.0)
File Structure
skills/tasks-init/
├── SKILL.md # Skill definition
├── scripts/
│ ├── analyze.js # Code analysis (tech stack, dependencies, TODOs)
│ ├── generate.js # Task generation (Specialist context injection)
│ └── tasks-init.sh # Main entry point
└── templates/
├── task-metadata.yaml # Metadata format description
└── TASKS.md # Template for the generated TASKS.md
Usage
Run directly via CLI
# Default usage (creates TASKS.md in the current directory)
cd skills/tasks-init/scripts
./tasks-init.sh
# Specify output file
./tasks-init.sh --output ../TASKS.md
# Specify feature list
./tasks-init.sh --features "user-auth,product-catalog,payment"
Run as a skill
/tasks-init
Claude will interactively collect project information and then generate TASKS.md.
# Supported AI Coding Agents
This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.