Skip to content
methodology logo

Methodology System Skill

methodology

Manage and guide developers through active development methodology workflows. Use when: TDD, BDD, SDD, ATDD, or custom methodology workflows are needed. Keywords: methodology, workflow, TDD, BDD, SDD, ATDD, phase, checkpoint, development process.

SKILL.md

Full skill instructions

[!WARNING] Experimental Feature / 實驗性功能

This feature is under active development and may change significantly in v4.0. 此功能正在積極開發中,可能在 v4.0 中有重大變更。

Methodology System Skill

Language: English | 繁體中文

Version: 2.0.0 Last Updated: 2026-01-25


Overview

The Methodology System provides a unified framework for managing development methodologies in projects that adopt Universal Development Standards.

Two Independent Systems

┌────────────────────────────────────────────────────────────────────────────┐
│                  Two Independent Methodology Systems                         │
├────────────────────────────────────────────────────────────────────────────┤
│                                                                            │
│  System A: SDD (AI-Era Methodology)                                        │
│  ─────────────────────────────────────                                     │
│  /​spec → Review → /​derive-all → Implementation → Verification              │
│  Best for: New projects, AI-assisted development, greenfield features     │
│                                                                            │
│  System B: Double-Loop TDD (Traditional)                                   │
│  ─────────────────────────────────────                                     │
│  /​bdd (Outer Loop) → /​tdd (Inner Loop) → Demo                              │
│  Best for: Legacy systems, manual development, established codebases      │
│                                                                            │
│  Optional Input: ATDD Workshop                                             │
│  ─────────────────────────────────────                                     │
│  Stakeholder collaboration that feeds into EITHER system                   │
│                                                                            │
└────────────────────────────────────────────────────────────────────────────┘

Supported Methodologies

System A: SDD (Spec-Driven Development)

  • Proposal → Review → Forward Derivation → Implementation → Verification → Archive
  • AI-native workflow with spec as authoritative source

System B: Double-Loop TDD

  • BDD (Outer Loop) - Discovery → Formulation → Automation
  • TDD (Inner Loop) - Red → Green → Refactor

Optional Input

  • ATDD - Acceptance Test-Driven Development workshop (feeds into either system)

Custom - User-defined methodologies


Features

1. Phase-Aware Guidance

AI automatically tracks the current phase and provides context-appropriate guidance:

┌─────────────────────────────────────────────┐
│ 📋 Current Methodology: TDD                  │
│ 📍 Current Phase: 🔴 RED (1-5 min)           │
│                                             │
│ Checklist:                                  │
│   ✅ Test describes behavior                │
│   ✅ Test name is clear                     │
│   ⬜ Test follows AAA pattern               │
│   ⬜ Test fails when run                    │
│                                             │
│ Next: Write the test following AAA pattern  │
└─────────────────────────────────────────────┘

2. Checkpoint Reminders

Automatic reminders based on methodology triggers:

  • Phase Transition: Suggest commit when phase completes
  • Accumulation Warning: Warn when changes exceed threshold
  • Skip Warning: Alert after consecutive skipped check-ins

3. Methodology Switching

Switch between methodologies as project needs change:

/​methodology switch bdd

4. Custom Methodology Support

Define team-specific workflows in .standards/​methodologies/:

id: my-team-workflow
name: My Team Workflow
phases:
  - id: plan
    name: Planning
    checklist:
      - id: requirements-clear
        text: Requirements understood
        required: true

Commands

CommandDescription
/​methodologyShow current methodology status
/​methodology switch <id>Switch to different methodology
/​methodology phase [phase]Show or change current phase
/​methodology checklistShow current phase checklist
/​methodology skipSkip current phase (with warning)
/​methodology listList available methodologies
/​methodology createCreate custom methodology

Configuration

Methodology configuration is stored in .standards/​manifest.json:

{
  "methodology": {
    "active": "tdd",
    "available": ["tdd", "bdd", "sdd", "atdd"],
    "config": {
      "tdd": {
        "checkpointsEnabled": true,
        "reminderIntensity": "suggest",
        "skipLimit": 3
      }
    }
  }
}

Configuration Options

OptionValuesDescription
activemethodology idCurrently active methodology
checkpointsEnabledtrue/falseEnable checkpoint reminders
reminderIntensitysuggest/warning/strictHow strongly to enforce checkpoints
skipLimitnumberConsecutive skips before warning

AI Behavior

Detection

  1. Check .standards/​manifest.json for methodology.active
  2. Load methodology definition from:
    • Built-in: methodologies/​{id}.methodology.yaml
    • Custom: .standards/​methodologies/​{id}.methodology.yaml

Phase Tracking

  • Track current phase based on trigger conditions
  • Update phase when exit conditions are met
  • Provide phase-specific guidance and checklist

Context Keywords

AI will automatically activate methodology context when these keywords are detected:

SystemMethodologyKeywords
A: SDDSDDspecification, spec first, proposal, derive tests, forward derivation
B: Double-LoopBDD (outer)given when then, gherkin, cucumber, scenario, discovery
B: Double-LoopTDD (inner)test first, red green refactor, failing test
InputATDDacceptance test, user story, product owner, workshop

Integration with Other Standards

Check-in Standards

When a phase completes, the methodology system integrates with checkin-standards.md:

Phase GREEN completed.

Changes:
- Files: 3
- Lines: +45 / -2

Suggested commit:
  test(auth): add login validation test
  feat(auth): implement login validation

[1] Commit now  [2] Continue working  [3] View changes

Code Review

Additional review checks are added based on active methodology:

  • TDD: Tests follow naming conventions, single behavior per test
  • BDD: Declarative style, reusable steps
  • SDD: Change matches spec, no scope creep
  • ATDD: All acceptance criteria have tests

Related Skills


Files


Version History

VersionDateChanges
2.0.02026-01-25Refactor to two independent systems architecture
1.0.02026-01-12Initial methodology system

More skills from majiayu000

xiaohongshu logo
majiayu000/claude-arsenal

xiaohongshu

xiaohongshu

286 148
View
agent-task-conductor logo
majiayu000/claude-skill-registry

agent-task-conductor

Conduct multi-agent task orchestration and workflow coordination.

663 1
View
conductor-setup logo
majiayu000/claude-skill-registry

conductor-setup

Initialize project with Conductor artifacts (product definition,

663 1
View
animation-designer logo
majiayu000/claude-skill-registry

animation-designer

Expert in web animations, transitions, and motion design using Framer Motion and CSS

663 1
View
diagramming logo
majiayu000/claude-skill-registry

diagramming

Creates Mermaid and ASCII diagrams for flowcharts, architecture, ERDs, state machines, mindmaps, and more. Use when user mentions diagram, flowchart, mermaid, ASCII diagram, text diagram, terminal diagram, visualize, C4, mindmap, architecture diagram, sequence diagram, ERD, or needs visual docume...

663 1
View
h3-pg logo
majiayu000/claude-skill-registry-data

h3-pg

PostgreSQL bindings for H3 hexagonal grid system. Use when working with H3 cells in Postgres, including spatial indexing, geometry/geography integration, and raster analysis.

23 1
View
conductor-development logo
majiayu000/claude-skill-registry

conductor-development

Context-Driven Development skill for projects using Conductor. Use this skill when you detect a `conductor/` directory in the project, when working on tasks defined in a `plan.md` file, or when the user asks about tracks, specs, or plans. Automatically applies TDD workflow, tracks task completion...

663 1
View
conductor-status logo
majiayu000/claude-skill-registry

conductor-status

Display project status, active tracks, and next actions

663 1
View
dockerization logo
majiayu000/claude-skill-registry

dockerization

Official Stakpak application containerization standard operating procedure, a step-by-step guidline to properly dockerize applications. This is a rule book curated by the Stakpak Team.

663 1
View

Popular AI tools

Kaiber logo
Video

Kaiber

Generate, edit, and beat-sync AI video with leading models in one workspace.

Paid
View
Vimcal logo
Productivity

Vimcal

The world's fastest calendar for remote work

Free
View

Transform Your Design with AI Designer by ImgCreator.ai

Freemium
View
Akool AI logo
Content & writing

Akool AI

Revolutionizing Video Production with AI-Powered Creativity

Paid
View

Extend an image past the frame and let AI fill the new aspect ratio.

Freemium
View
StarByFace logo
Security

StarByFace

Discover your celebrity doppelgänger with StarByFace!

Free
View
C

ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.

Freemium
View
Opus Clip logo
Coding & apps

Opus Clip

Opus.ai: Revolutionize Your Web Experience

Free
View