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Quick overview of Memory Bank state. Validates structure, reads all 6 files in hierarchical order, and presents formatted summary with staleness warnings.. Use when Codex should run the converted memorybank-read workflow.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Project management database for tracking specs, jobs, tasks, and execution. Use when Codex should run the converted pm-db workflow. Inputs: command.
Mode 2 - Structured execution with quality gates (Part 1-5) with pm-db tracking. Use when Codex should run the converted start-phase-execute workflow. Inputs: task_list_file, extra_instructions, spec_id.
Converted Claude skill for architecture-quality-assess. Use when Codex should run the converted architecture-quality-assess workflow.
Complete feature workflow - from planning to execution with PM-DB tracking. Use when Codex should run the converted feature-new workflow. Inputs: feature_description.
Use this agent when you need to design API contracts BEFORE implementation. This agent enforces contract-first API design, creates OpenAPI specifications, and defines three-tier architecture for Next.js backend APIs. Invoke in these scenarios:. Use when Codex needs this specialist perspective or review style.
Deep analysis of codebase for code duplication. Detects exact, structural, and pattern-level duplicates, generates comprehensive reports with refactoring suggestions and metrics.. Use when Codex should run the converted code-duplication workflow.
| name | memorybank-read |
| description | Quick overview of Memory Bank state. Validates structure, reads all 6 files in hierarchical order, and presents formatted summary with staleness warnings.. Use when Codex should run the converted memorybank-read workflow. |
Converted Claude skill workflow for Codex/OpenAI use.
Converted from skills/memory-bank-read/SKILL.md.
The content below was adapted from the Claude source. Rewrite tool and runtime assumptions as needed when they refer to Claude-only features.
Quick overview of current Memory Bank state.
Helper Scripts Available:
scripts/validate_memorybank.py - Structure validationscripts/detect_stale.py - Staleness checkpython3 scripts/validate_memorybank.py /path/to/project
python3 scripts/detect_stale.py /path/to/project
Read following the hierarchy:
Memory Bank Summary
===================
Status: ✓ Valid (or ⚠ Issues detected)
## Project Brief
- Purpose: [Brief description]
- Key Objectives: [List]
## Product Context
- User Problems: [Summary]
- Key Features: [List]
## Technical Context
- Stack: [Technologies]
- Key Dependencies: [List]
## System Patterns
- Architecture: [Overview]
- Key Decisions: [List]
## Active Context (Updated: YYYY-MM-DD)
- Current Focus: [What's being worked on]
- Blockers: [Issues]
- Next Steps: [Actions]
## Progress
- What's Working: [Successes]
- What's Left: [Remaining work]
- Status: [Overall state]
## Health Check
- Validation: ✓ Passed
- Staleness: [Score]
- Warnings: [Count]
See scripts/README.md for complete documentation.