跳到正文
cccskills
免费在 GitHub 公开

tech-divergence

Evaluate technical options with scoring matrix, trigger Gate 4 for significant decisions

中文简介正在准备中。当前显示原文说明。

集成工具Notion
查看安装方法

包含的文件(1)

  • SKILL.md5.1 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Tech Divergence Skill

Evaluate technical implementation options using an 8-dimension scoring matrix. Low scores auto-proceed; high scores (>= 4) trigger Gate 4 for human decision.

When to Use

  • During Plan Mode Phase 2 (Technical Diverge)
  • Before committing to a specific architecture or pattern
  • When multiple valid implementation approaches exist

Scoring Matrix (8 Dimensions)

Each dimension scores 0 (auto-proceed) or 1 (adds to checkpoint score):

Dimension0 (Low Risk)1 (Checkpoint)
PatternExists in codebaseNew pattern required
ScopeSingle domainCross-domain impact
Data ModelAdd field to existingNew entity/table
DependenciesUse existing libsNew dependency
API SurfaceInternal onlyPublic/breaking change
ReversibilityEasy to undoRequires migration
SecurityNon-sensitive dataAuth/permissions
PerformanceSimple CRUDCache/queue/optimization

Phase 1: Gather Context

1.1 Query Pattern Library (Notion)

Check if similar patterns exist:

API-query-database:
  database_id: "[PATTERN_LIBRARY_DB_ID]"
  filter:
    property: "Domain"
    select:
      equals: "[current domain]"

1.2 Search Codebase

SemanticSearch: "How is [similar feature] implemented?"
Grep: "[pattern name]" in relevant directories

1.3 Query Context7 (External Libraries)

If new libraries are being considered:

Context7 MCP:
1. resolve-library-id: libraryName = "[library]"
2. get-library-docs: topic = "best practices", mode = "info"

Phase 2: Score Each Dimension

For each of the 8 dimensions, evaluate and score:

## Technical Divergence Score

| Dimension | Score | Rationale |
|-----------|-------|-----------|
| Pattern | 0/1 | [Exists/New] |
| Scope | 0/1 | [Single/Cross-domain] |
| Data Model | 0/1 | [Field/Entity] |
| Dependencies | 0/1 | [Existing/New] |
| API Surface | 0/1 | [Internal/Public] |
| Reversibility | 0/1 | [Easy/Migration] |
| Security | 0/1 | [Non-sensitive/Auth] |
| Performance | 0/1 | [CRUD/Optimization] |
| **TOTAL** | [0-8] | |

Phase 3: Determine Path

If Score < 4: Auto-Proceed

## Technical Approach: Auto-Proceed

**Score:** [N]/8 (below threshold)

**Selected Approach:** [Describe the approach]

**Rationale:** 
- Pattern exists: [reference]
- Low cross-domain impact
- Easy to reverse if needed

Proceeding to Commit Plan...

If Score >= 4: Gate 4 (Human Checkpoint)

## Gate 4: Technical Approach Selection

**Score:** [N]/8 (threshold reached)

**Why human input needed:**
- [List dimensions that scored 1]

### Option A: [Name] (Conservative)

**Approach:** [Description]
**Effort:** S
**Risk:** Low
**Trade-off:** [What you give up]

### Option B: [Name] (Balanced)

**Approach:** [Description]
**Effort:** M
**Risk:** Medium
**Trade-off:** [What you give up]

### Option C: [Name] (Bold)

**Approach:** [Description]
**Effort:** L
**Risk:** Higher
**Trade-off:** [What you give up]

---

**Which approach would you like to proceed with?** (A / B / C)

*If you reject an option, I'll invoke decision-capture to record why.*

Phase 4: Record Decision

After Gate 4 selection:

  1. If option rejected, invoke decision-capture skill
  2. Record selected approach in context for Commit Plan
  3. Update Pattern Library if new pattern established

Integration with Plan Mode

This skill is invoked during Plan Mode Phase 2:

Plan Mode Flow:
Phase 1: APPETITE → 
Phase 2: TECHNICAL DIVERGE (this skill) →
  If score < 4: Auto-proceed
  If score >= 4: Gate 4 → Human selects
Phase 3: COMMIT PLAN

MCP Tools Used

ToolPurpose
Notion MCPQuery Pattern Library database
Context7 MCPGet library best practices
SemanticSearchFind existing codebase patterns
GrepSearch for specific implementations

Example Scoring

Low Score Example (Auto-Proceed)

Feature: Add a new column to existing table

DimensionScoreRationale
Pattern0Column additions done before
Scope0Single domain (tables)
Data Model0Adding field, not entity
Dependencies0Using existing libs
API Surface0Internal only
Reversibility0Easy migration
Security0Non-sensitive data
Performance0Simple CRUD
TOTAL0Auto-proceed

High Score Example (Gate 4)

Feature: Add real-time collaboration

DimensionScoreRationale
Pattern1No WebSocket patterns yet
Scope1Affects auth, tables, workflows
Data Model1New presence entity
Dependencies1Need socket.io
API Surface1New WS endpoints
Reversibility1Would need cleanup migration
Security1User session handling
Performance1Needs connection pooling
TOTAL8Gate 4 required

Invocation

Invoked automatically by Plan Mode Phase 2, or manually with "use tech-divergence skill".

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

ar-aging

免费

Produce an accounts-receivable aging report and surface overdue invoices for a Well workspace. Use when the user asks who owes them money, an AR aging report, overdue invoices, days sales outstanding (DSO), or which customers to chase.

中文简介正在准备中。当前显示原文说明。

WellApp-ai/Well3452026年10月22日 更新

Iterate until success or limit, composing existing skills with Jidoka integration

中文简介正在准备中。当前显示原文说明。

WellApp-ai/Well3452026年10月22日 更新

Build a balance sheet (bilan) from a Well workspace. Use when the user asks for a balance sheet, bilan, assets/liabilities/equity, or financial position at a point in time.

中文简介正在准备中。当前显示原文说明。

WellApp-ai/Well3452026年10月22日 更新

Generate and maintain BPMN 2.0 diagrams linked to Gherkin scenarios

中文简介正在准备中。当前显示原文说明。

WellApp-ai/Well3452026年10月22日 更新

Forecast cash flow and runway for a Well workspace from booked invoices and collected bank transactions. Use when the user asks for a cash-flow forecast, runway, how long until they run out of cash, projected balance, or expected inflows/outflows.

中文简介正在准备中。当前显示原文说明。

WellApp-ai/Well3452026年10月22日 更新

Review code changes against hard rules and conventions

中文简介正在准备中。当前显示原文说明。

WellApp-ai/Well3452026年10月22日 更新

查看 WellApp-ai 的全部技能

报告此技能的问题