xiaohongshu
xiaohongshu
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.
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。
Language: English | 繁體中文
Version: 2.0.0 Last Updated: 2026-01-25
The Methodology System provides a unified framework for managing development methodologies in projects that adopt Universal Development Standards.
┌────────────────────────────────────────────────────────────────────────────┐
│ 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 │
│ │
└────────────────────────────────────────────────────────────────────────────┘
System A: SDD (Spec-Driven Development)
System B: Double-Loop TDD
Optional Input
Custom - User-defined methodologies
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 │
└─────────────────────────────────────────────┘
Automatic reminders based on methodology triggers:
Switch between methodologies as project needs change:
/methodology switch bdd
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
| Command | Description |
|---|---|
/methodology | Show current methodology status |
/methodology switch <id> | Switch to different methodology |
/methodology phase [phase] | Show or change current phase |
/methodology checklist | Show current phase checklist |
/methodology skip | Skip current phase (with warning) |
/methodology list | List available methodologies |
/methodology create | Create custom methodology |
Methodology configuration is stored in .standards/manifest.json:
{
"methodology": {
"active": "tdd",
"available": ["tdd", "bdd", "sdd", "atdd"],
"config": {
"tdd": {
"checkpointsEnabled": true,
"reminderIntensity": "suggest",
"skipLimit": 3
}
}
}
}
| Option | Values | Description |
|---|---|---|
active | methodology id | Currently active methodology |
checkpointsEnabled | true/false | Enable checkpoint reminders |
reminderIntensity | suggest/warning/strict | How strongly to enforce checkpoints |
skipLimit | number | Consecutive skips before warning |
.standards/manifest.json for methodology.activemethodologies/{id}.methodology.yaml.standards/methodologies/{id}.methodology.yamlAI will automatically activate methodology context when these keywords are detected:
| System | Methodology | Keywords |
|---|---|---|
| A: SDD | SDD | specification, spec first, proposal, derive tests, forward derivation |
| B: Double-Loop | BDD (outer) | given when then, gherkin, cucumber, scenario, discovery |
| B: Double-Loop | TDD (inner) | test first, red green refactor, failing test |
| Input | ATDD | acceptance test, user story, product owner, workshop |
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
Additional review checks are added based on active methodology:
| Version | Date | Changes |
|---|---|---|
| 2.0.0 | 2026-01-25 | Refactor to two independent systems architecture |
| 1.0.0 | 2026-01-12 | Initial methodology system |
xiaohongshu
technical spec
product ux expert
database patterns
Conduct multi-agent task orchestration and workflow coordination.
Initialize project with Conductor artifacts (product definition,
Expert in web animations, transitions, and motion design using Framer Motion and CSS
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...
PostgreSQL bindings for H3 hexagonal grid system. Use when working with H3 cells in Postgres, including spatial indexing, geometry/geography integration, and raster analysis.
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...
Display project status, active tracks, and next actions
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.
Generate, edit, and beat-sync AI video with leading models in one workspace.
The world's fastest calendar for remote work
Transform Your Design with AI Designer by ImgCreator.ai
Revolutionizing Video Production with AI-Powered Creativity
Extend an image past the frame and let AI fill the new aspect ratio.
Discover your celebrity doppelgänger with StarByFace!
ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.
Opus.ai: Revolutionize Your Web Experience