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.
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[52] EXECUTE. Three-stage refactoring workflow: (1) iterative research of refactor/modularization options, (2) plan + risk/edge-case analysis + Scope150 validation, then implement with tests after user confirmation, and (3) apply Scout105 cleanup protocol. Use when asked to refactor, modularize, or restructure code safely.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Run in three stages:
Create or reuse the session log at .sessions/SESSION_[date]-[name].md.
Define the core question (the refactor goal).
Define scope (Scope150).
Perform observations (search/read) in ordered layers.
Record findings in the log with sources.
Generate hypotheses and refactor options.
Decide if more research is needed.
Stop before implementation.
## Investigations
### Investigation: <short topic>
#### Core question
- ...
#### Scope
- Core (100%):
- ...
- Boundary (50%):
- ...
#### Findings
- <fact> (source: file path / command)
- Subfinding
#### Hypotheses
- H1: ...
- Prediction: ...
- Test: ...
- Status: pending/confirmed/rejected
#### Refactor options
- Option A: ... (pros/cons)
- Option B: ... (pros/cons)
#### Next branches
- ...
Write a refactor plan.
List risks and edge cases.
Define a validation checklist.
Perform Scope150 validation planning.
Ask for user confirmation before editing.
Implement the refactor.
Add or update tests.
Run validation.
Apply only objective cleanup after a Key Point (phase complete). Do not add features.
✅ Key Point complete: <brief summary>
Scout105 opportunities:
- <file>: <item> (category, evidence)
- <file>: <item> (category, evidence)
Run Scout105 cleanup? [Yes / Skip / Selective]
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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.
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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。
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Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
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Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
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Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
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[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.
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