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Decomposes complex user requests into executable subtasks, identifies required capabilities, searches for existing skills, and creates new skills when needed.
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/diegosouzapw/awesome-omni-skill --skill super-skillsコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
Token-efficient tracking for AI orchestration. CLI-first for status updates (~50 tokens), agent fallback for complex ops (~1KB). Use when: updating task status, querying blockers, creating progress files, validating phases.
AshAi extension guidelines for integrating AI capabilities with Ash Framework. Use when implementing vectorization/embeddings, exposing Ash actions as LLM tools, creating prompt-backed actions, or setting up MCP servers. Covers semantic search, LangChain integration, and structured outputs.
This skill should be used when solving hard questions, complex architectural problems, or debugging issues that benefit from GPT-5 Pro or GPT-5.1 thinking models with large file context. Use when standard Claude analysis needs deeper reasoning or extended context windows.
SKILL.md を表示中
SOC 職業分類に基づく
| name | super-skills |
| description | Decomposes complex user requests into executable subtasks, identifies required capabilities, searches for existing skills, and creates new skills when needed. |
| version | 1.4.0 |
| author | 10e9928a |
| tags | ["task-decomposition","skill-generation","workflow-automation","orchestration"] |
| trigger | always |
┌─────────────────────────────────────────────────────────────┐
│ 🎯 Core: Understand → Plan → Execute → Iterate │
│ 🚨 Rule: Problem → Analyze → Solve → Continue (NEVER WAIT) │
│ 📊 Complexity: 4-8 Direct | 9-14 Staged | 15-20 Iterative │
└─────────────────────────────────────────────────────────────┘
| Principle | Description |
|---|---|
| Understand First | Deeply analyze requirements before acting |
| Incremental Delivery |
| Produce verifiable intermediate results at each step |
| Expect Failures | Design recovery mechanisms for every stage |
| Never Stop | Solve problems proactively; NEVER pause waiting for user |
UNDERSTAND ──→ PLAN ──→ EXECUTE ──→ ITERATE
│ │ │ │
Multi-layer Task Search & Feedback
Analysis Breakdown Install Adjustment
Complexity Risk ID Checkpoint Optimize
understanding:
surface: # Literal meaning
request: "{user's exact words}"
keywords: [key terms]
intent: # True intent
goal: "{what user really wants}"
success: "{success criteria}"
context: # Environment
env: "{OS/language/framework}"
constraints: "{time/resources/permissions}"
hidden: # Unstated needs
assumptions: "{implicit assumptions}"
edge_cases: "{boundary conditions}"
| Type | Action |
|---|---|
| Explicit | Execute directly |
| Implicit | Proactively supplement |
| Ambiguous | State assumptions, choose most likely interpretation |
| Conflicting | Point out conflict, request clarification |
| Out of Scope | Explain why, provide alternatives |
Dimensions (1-5 each):
technical + scope + uncertainty + dependencies = total
Strategy:
4-8 → Direct execution
9-14 → Staged verification
15-20 → Iterative prototyping
Confidence ≥70%: State assumptions → Continue → Leave adjustment points
Confidence <70%: Provide options for user to choose (NO open-ended questions)
task:
id: 1
name: "{task name}"
capability: "{capability type}"
input: [required inputs]
output: "{type/format}"
depends_on: [prerequisite task IDs]
timeout: "30s"
retries: 3
validation: "{success condition}"
fallback: "{alternative approach}"
[1:Setup] → [2:Auth] → [3:Fetch] ─┐
↓
[4:Process] ← [5:Transform] ← [6:Parse]
↓
[7:Output]
Critical Path: 1→2→3→6→5→4→7
Parallel Opportunities: Independent tasks can run concurrently
| Capability | Status | Keywords |
|---|---|---|
browser_automation | ❌ | browser, puppeteer, playwright |
api_integration | ❌ | api, rest, {service} |
data_extraction | ⚠️ | parse, pdf, ocr |
message_delivery | ❌ | slack, discord, email |
database_operations | ❌ | sql, mongodb |
deployment | ❌ | deploy, docker, k8s |
data_transformation | ✅ | — |
content_generation | ✅ | — |
code_execution | ✅ | — |
scheduling | ✅ | — |
✅ Built-in | ⚠️ Complex | ❌ Skill required
# Search priority
1. npx skills find {service_name} # Exact match
2. npx skills find {capability} {domain} # Combined
3. https://skills.sh/ # Browse
# Install
npx skills add <skill> -g
# On failure: Switch registry → Manual clone → Inline implementation
| Dimension | Weight |
|---|---|
| Feature match | 40% |
| Documentation quality | 20% |
| Maintenance status | 20% |
| Community validation | 10% |
| Dependency simplicity | 10% |
| Risk | Detection | Auto-Resolution |
|---|---|---|
| Token expired | 401/403 | Refresh → Re-auth → Degrade |
| Rate limited | 429 | Backoff → Cache → Degrade |
| Timeout | Timeout | Increase → Reduce batch → Chunk |
| Parse error | Parse Error | Switch parser → Regex → Raw text |
| Connection failed | Connection | Retry → Proxy → Offline mode |
| Missing dependency | Import Error | Auto-install → Alternative pkg → Inline |
retry: max=3, backoff=exponential
circuit_breaker: threshold=5, recovery=60s
timeout: connect=10s, read=30s, total=120s
fallback: cache | default | skip
checkpoint:
trigger: after_each_task
content: [task_id, state, data, timestamp]
recovery: Load checkpoint → Validate → Resume from failure point
On problem → Analyze → Solve → Continue. NEVER pause waiting.
Problem → Diagnose type → Analyze cause → Try solutions by priority → Continue
↓
Plan A fails → Plan B → Plan C → Degraded solution
| Problem | Auto-Resolution (in order) |
|---|---|
| Missing dependency | Install → Alternative pkg → Inline |
| Permission denied | Adjust perms → Alternative path → Minimal perms |
| API failure | Retry (backoff) → Switch endpoint → Cache → Degrade |
| Timeout | Increase timeout → Reduce batch → Chunk → Async |
| Parse error | Switch parser → Regex → Raw text |
| Auth failure | Refresh token → Re-auth → Backup credentials |
| Resource exhausted | Chunk → Clear cache → Stream → Reduce concurrency |
| Network issue | Retry → Switch network → Proxy → Offline |
| File not found | Create → Default value → Skip |
forbidden:
- "I encountered a problem and need your help"
- "Execution paused, waiting for instructions"
required:
- "Encountered X issue, trying Y solution"
- "Plan A failed, switching to Plan B"
- "Problem resolved, continuing execution"
| Mode | Use Case |
|---|---|
| Sequential | Tasks with strong dependencies |
| Parallel | Independent tasks |
| Pipeline | Data stream processing |
| Iterative | Requires feedback loops |
══════════════════════════════════════
📊 PROGRESS
══════════════════════════════════════
Phase 1: Setup [████████░░] 80%
✅ Task 1: Initialize Done (2.3s)
🔄 Task 2: Fetch Running...
⏳ Task 3: Process Waiting
──────────────────────────────────────
⏱️ Elapsed: 3m | ETA: ~5m
══════════════════════════════════════
Collect feedback → Analyze issues → Adjust approach → Loop
| Level | Actions |
|---|---|
| Minor | Parameter tuning, format adjustment |
| Moderate | Replace skills, add/remove tasks |
| Major | Redesign architecture |
════════════════════════════════════════════════════
📋 SUPER SKILLS PLAN
════════════════════════════════════════════════════
🎯 REQUEST: {user's exact words}
📊 UNDERSTANDING
────────────────────────────────────────────────────
Intent: {true intent}
Success: {success criteria}
Complexity: {score} → {strategy}
Assumptions:
• {assumption 1}
• {assumption 2}
────────────────────────────────────────────────────
📋 TASKS
────────────────────────────────────────────────────
│ ID │ Task │ Capability │ Status │ Risk │
├────┼────────────┼─────────────┼────────┼──────┤
│ 1 │ {task} │ {capability}│ ✅/📦 │ 🟢/🔴│
Status: ✅ Built-in | 🔧 Found | 📦 Create
Risk: 🟢 Low | 🟡 Medium | 🔴 High
────────────────────────────────────────────────────
🔧 SKILLS
────────────────────────────────────────────────────
npx skills add {skill} -g
────────────────────────────────────────────────────
🛡️ RESILIENCE
────────────────────────────────────────────────────
Checkpoints: □ After Phase 1 □ After Phase 2
Fallbacks: {task} → {alternative}
────────────────────────────────────────────────────
✅ COMPLETION
────────────────────────────────────────────────────
□ {acceptance criterion 1}
□ {acceptance criterion 2}
════════════════════════════════════════════════════
# "Scrape product data from multiple platforms daily, analyze price trends, send report"
understanding:
intent: "Automated price monitoring for pricing decisions"
success: "Daily price trend visualization report received"
complexity:
technical: 4, scope: 4, uncertainty: 3, dependencies: 4
total: 15 → Iterative prototyping strategy
tasks:
1. Configure product list → file_operations ✅
2. Multi-platform scraping → browser_automation ❌
3. Data persistence → database_operations ❌
4. Data cleaning → data_transformation ✅
5. Trend analysis → code_execution ✅
6. Generate charts → content_generation ✅
7. Generate report → content_generation ✅
8. Send email → message_delivery ❌
resilience:
checkpoints: [after:2 save:raw_data] [after:5 save:analysis]
fallbacks:
task_2: "Skip failed platforms, continue with others"
task_8: "Save to local file"
| Phase | Error | Auto-Resolution |
|---|---|---|
| Analysis | Unclear requirements | Choose most likely → State assumptions → Leave adjustment points |
| Analysis | Beyond capability | Search alternatives → Combine capabilities → Partial implementation |
| Planning | Circular dependency | Break weakest link → Merge tasks |
| Search | Skill not found | Expand keywords → Online search → Auto-create |
| Install | Installation failed | Switch registry → Manual clone → Inline implementation |
| Execution | Auth failure | Refresh → Re-auth → Degrade to public data |
| Execution | Rate limited | Backoff → Switch account → Use cache |
| Execution | Timeout | Increase timeout → Reduce batch → Skip and continue |
| Validation | Result mismatch | Retry with adjusted params → Relax validation → Mark for review |
| Phase | Principles |
|---|---|
| Understanding | Multi-layer analysis, proactive assumptions, complexity assessment |
| Planning | Architecture first, clear dependencies, upfront risk identification |
| Execution | NEVER STOP, try multiple solutions, graceful degradation, incremental verification |
| Iteration | Fast feedback, continuous optimization, knowledge accumulation |
npx skills --helpreferences/capability_types.mdassets/skill_template.md