Master backend architectures, REST API design, microservices, and server-side development across multiple languages. Use this as a central index to access specialized sub-skills.
日本語の概要は準備中です。原文の説明を表示しています。
[01] META. Сканирует доступные skills, создает план выполнения и идет шаг за шагом с подтверждением каждого этапа. Triggers on complex tasks, multi-step work, or when structured execution is needed.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Core Principle: Найди skills → создай план → выполняй по шагам → подтверждай каждый шаг.
🔍 SCANNING SYSTEM...
Looking for skills in:
- ./.codex/skills/ (project skills, canonical)
- ./skills/ (legacy project skills)
- ./.claude/skills/ (legacy project-specific)
- ~/.claude/skills/ (personal skills)
Found skills: N total
Available for chaining:
- [skill-1] — [purpose]
- [skill-2] — [purpose]
- [skill-3] — [purpose]
...
📋 BUILDING PLAN...
Query: [user query]
Goal: [identified goal]
Plan created:
1. [skill-name] — [purpose]
2. [skill-name] — [purpose]
3. [skill-name] — [purpose]
...
Total steps: N
✅ Start execution? (Yes / Modify / Cancel)
Each stage follows this format:
⚡ EXECUTING — Step N of X
Current skill: [skill-name]
Purpose: [what this stage achieves]
[... skill execution output ...]
───────────────────────────────────────────────────────────────
📊 EXECUTION STATUS
✅ Completed: Step 1, Step 2, ...
⚡ Current: Step N — [skill-name]
⏳ Remaining: Step N+1, Step N+2, ...
📍 Progress: ████████░░░░░░░░ N/X steps (XX%)
🎯 Next: Step N+1 — [next-skill-name]
Purpose: [what next stage will do]
Continue to next step? (Yes / Pause / Reroute / Stop)
───────────────────────────────────────────────────────────────
Find all available skills:
# Check standard locations
ls -la ./.codex/skills/ 2>/dev/null || echo "No project skills"
ls -la ./skills/ 2>/dev/null || echo "No legacy project skills"
ls -la ./.claude/skills/ 2>/dev/null || echo "No legacy project-specific skills"
ls -la ~/.claude/skills/ 2>/dev/null || echo "No personal skills"
Understand the task:
Create execution plan:
Present the plan to user:
For each step:
When all steps done:
| Command | Action |
|---|---|
| Yes / Continue / Next | Proceed to next step |
| Pause | Stop here, save progress |
| Reroute | Rebuild plan from current position |
| Skip | Skip current step, go to next |
| Back | Return to previous step |
| Stop | End execution, show summary |
The chain can include any of these skills:
| Skill | Use When |
|---|---|
goal-clarity-150 | Need to clarify requirements |
research-150 | Need internal investigation |
research-deep-150 | Need internal + external research |
impact-map-150 | Need to map dependencies |
deep-think-150 | Need quality reasoning |
proof-grade-150 | Need to verify critical claims |
action-plan-150 | Need to create detailed plan |
gated-exec-150 | Need controlled execution |
max-quality-150 | Need high-quality output |
refactor-150 | Need code restructuring |
coverage-70-tests | Need test coverage |
integrity-check-150 | Need final quality check |
tidy-up-150 | Need quick cleanup |
task-track-150 | Need status management |
lessons-learn | Need to capture learnings |
74-mid-session-save-150 | Need a mid-session checkpoint |
ask-ai-150 | Need external AI consultation |
1. goal-clarity-150 → Clarify what to change
2. research-150 → Understand existing code
3. impact-map-150 → Map what's affected
4. action-plan-150 → Create implementation plan
5. gated-exec-150 → Implement with gates
6. coverage-70-tests → Add/verify tests
7. integrity-check-150 → Final quality check
1. goal-clarity-150 → Clarify symptoms
2. research-150 → Investigate code/logs
3. deep-think-150 → Identify root cause
4. action-plan-150 → Plan the fix
5. gated-exec-150 → Apply fix
6. lessons-learn → Capture learnings
1. goal-clarity-150 → Clarify document purpose
2. research-150 → Gather information
3. action-plan-150 → Create outline
4. max-quality-150 → Write document
5. integrity-check-150 → Review quality
1. goal-clarity-150 → Clarify what to find
2. research-deep-150 → Internal + external research
3. proof-grade-150 → Verify findings
4. deep-think-150 → Synthesize conclusions
Every message during execution MUST end with this summary block:
───────────────────────────────────────────────────────────────
📊 EXECUTION STATUS
✅ Completed: [list of completed steps]
⚡ Current: Step N — [skill-name] — [status]
⏳ Remaining: [list of remaining steps]
📍 Progress: [progress bar] N/X steps (XX%)
🎯 Next: [next step description]
Continue? (Yes / Pause / Reroute / Stop)
───────────────────────────────────────────────────────────────
📋 **PLAN CREATED**
**Query:** [original user query]
**Goal:** [identified goal]
**Plan:**
| Step | Skill | Purpose |
|------|-------|---------|
| 1 | [skill] | [purpose] |
| 2 | [skill] | [purpose] |
| ... | ... | ... |
**Total:** N steps
Start execution? (Yes / Modify / Cancel)
✅ **Step N Complete**
**Skill:** [skill-name]
**Result:** [brief summary of what was accomplished]
**Artifacts:** [any outputs produced]
───────────────────────────────────────────────────────────────
📊 EXECUTION STATUS
[... standard status block ...]
───────────────────────────────────────────────────────────────
🏁 **EXECUTION COMPLETE**
**Query:** [original query]
**Goal:** [goal] — ✅ ACHIEVED
**Summary:**
| Step | Skill | Status | Notes |
|------|-------|--------|-------|
| 1 | [skill] | ✅ | [note] |
| 2 | [skill] | ✅ | [note] |
| ... | ... | ... | ... |
**Total steps:** N
**Artifacts produced:** [list]
**What's next?** New task / Save session / End
| Failure | Detection | Recovery |
|---|---|---|
| Wrong plan | User says "this isn't right" | Rebuild: create new plan |
| Step failed | Skill didn't produce expected output | Option to retry or skip |
| Lost context | User confusion | Show full status + plan |
| Too many steps | >8 steps | Simplify plan |
User: "Add dark mode to the app"
AI: [Writes code immediately without planning]
Result: Incomplete, breaks other features, no tests
User: "Add dark mode to the app"
📋 PLAN CREATED
Query: Add dark mode to the app
Goal: Working dark mode toggle with proper styling
Plan:
| Step | Skill | Purpose |
|------|-------|---------|
| 1 | goal-clarity-150 | Clarify dark mode requirements |
| 2 | research-150 | Understand current styling system |
| 3 | impact-map-150 | Map all affected components |
| 4 | action-plan-150 | Create implementation plan |
| 5 | gated-exec-150 | Implement dark mode |
| 6 | coverage-70-tests | Add tests |
| 7 | integrity-check-150 | Final quality check |
Total: 7 steps
Start execution? (Yes / Modify / Cancel)
User: "Yes"
⚡ EXECUTING — Step 1 of 7
Current skill: goal-clarity-150
Purpose: Clarify dark mode requirements
[... skill execution ...]
───────────────────────────────────────────────────────────────
📊 EXECUTION STATUS
✅ Completed: (none yet)
⚡ Current: Step 1 — goal-clarity-150 — ✅ Complete
⏳ Remaining: Step 2-7
📍 Progress: ██░░░░░░░░░░░░░░ 1/7 steps (14%)
🎯 Next: Step 2 — research-150
Purpose: Understand current styling system
Continue? (Yes / Pause / Reroute / Stop)
───────────────────────────────────────────────────────────────
Key difference: chain-of-skills is the user-facing execution experience, while other skills are the individual actions in each step.
After completing the chain, write to .sessions/SESSION_[date]-[name].md:
### [HH:MM] Chain-of-Skills 150 Complete
**Goal:** <original goal>
**Result:** <Success/Partial>
**Steps Executed:** <N>
**Artifacts:** <key outputs>
Remember: Scan skills → build plan → execute step by step → confirm each step. Simple, controlled, user in charge.
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Master backend architectures, REST API design, microservices, and server-side development across multiple languages. Use this as a central index to access specialized sub-skills.
日本語の概要は準備中です。原文の説明を表示しています。
在每次回复中使用固定前缀并列出本次实际参考的指令/文件,便于校验是否遵循上下文与规则。
日本語の概要は準備中です。原文の説明を表示しています。
Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
日本語の概要は準備中です。原文の説明を表示しています。
Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
日本語の概要は準備中です。原文の説明を表示しています。
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
日本語の概要は準備中です。原文の説明を表示しています。
[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and executes step-by-step with user confirmation. Use for any complex task requiring multiple thinking/research/analysis steps. Triggers on "plan this", "how to approach", "what's the strategy", "build a plan", or any multi-step problem requiring skill orchestration.
日本語の概要は準備中です。原文の説明を表示しています。