diff --git a/.planning/.continue-here.md b/.planning/.continue-here.md
deleted file mode 100644
index be9c738..0000000
--- a/.planning/.continue-here.md
+++ /dev/null
@@ -1,40 +0,0 @@
----
-phase: 00-System Setup
-task: 0
-total_tasks: 0
-status: paused
-last_updated: 2026-03-29T19:40:00Z
----
-
-
-우리는 `/gsd-new-project` 에 준하는 마스터 부트스트랩 프로젝트 초기화 작업을 완벽하게 끝냈습니다.
-모든 SSOT 파일(PROJECT.md, ARCHITECTURE.md, config.json)이 수립되었고, 메인 위협이었던 서브모듈 동기화 문제를 해결할 마스터 허브 통제 스위치(`sync_vendors`)까지 삽입되어 Git에 영구 커밋된 상태입니다. 정확히 1단계 로드맵 구축을 시작하기 직전의 출발선에 서 있습니다.
-
-
-
-- `.planning/PROJECT.md` 제정 (Zero-Pollution 및 Git 원칙 헌법)
-- `.planning/codebase/` 내부 아키텍처 및 스택 매핑
-- `.agent/scripts/sync_vendors.sh/.bat` (마스터 배포자 유틸) 생성
-- 19개의 추출된 최고급 스킬셋을 Git 트래킹에 편입시켜 100% 클론 복제성 확보
-
-
-
-- `/gsd-plan-phase 1` 을 실행하여 실제 개발 로드맵 설계 시작
-
-
-
-- **Master-Satellite 배포 위상:** 이 `new_gene` 저장소에서만 오픈소스를 동기화하고, 다른 파생 레포지토리들은 어떤 스크립트도 없이 `git pull` 만으로 무기를 상속받는 완벽한 Zero-Pollution 구조 채택.
-- 어떠한 글로벌 패키지도 허용하지 않고 오직 로컬 `.agent/env` 에 모든 기능을 캡슐화.
-
-
-
-None.
-
-
-
-프로젝트 토대는 더할 나위 없이 단단해졌습니다. 다음 에이전트는 이 파일을 읽자마자 혼란 없이 완벽한 컨텍스트를 흡수한 채, 사용자에게 첫 번째 기능을 묻는 영광스러운 역할을 수행하게 될 것입니다.
-
-
-
-Start with: Ask the user to run `/gsd-plan-phase 1` to define the roadmap.
-
diff --git a/.planning/.planning/.continue-here.md b/.planning/.planning/.continue-here.md
deleted file mode 100644
index be9c738..0000000
--- a/.planning/.planning/.continue-here.md
+++ /dev/null
@@ -1,40 +0,0 @@
----
-phase: 00-System Setup
-task: 0
-total_tasks: 0
-status: paused
-last_updated: 2026-03-29T19:40:00Z
----
-
-
-우리는 `/gsd-new-project` 에 준하는 마스터 부트스트랩 프로젝트 초기화 작업을 완벽하게 끝냈습니다.
-모든 SSOT 파일(PROJECT.md, ARCHITECTURE.md, config.json)이 수립되었고, 메인 위협이었던 서브모듈 동기화 문제를 해결할 마스터 허브 통제 스위치(`sync_vendors`)까지 삽입되어 Git에 영구 커밋된 상태입니다. 정확히 1단계 로드맵 구축을 시작하기 직전의 출발선에 서 있습니다.
-
-
-
-- `.planning/PROJECT.md` 제정 (Zero-Pollution 및 Git 원칙 헌법)
-- `.planning/codebase/` 내부 아키텍처 및 스택 매핑
-- `.agent/scripts/sync_vendors.sh/.bat` (마스터 배포자 유틸) 생성
-- 19개의 추출된 최고급 스킬셋을 Git 트래킹에 편입시켜 100% 클론 복제성 확보
-
-
-
-- `/gsd-plan-phase 1` 을 실행하여 실제 개발 로드맵 설계 시작
-
-
-
-- **Master-Satellite 배포 위상:** 이 `new_gene` 저장소에서만 오픈소스를 동기화하고, 다른 파생 레포지토리들은 어떤 스크립트도 없이 `git pull` 만으로 무기를 상속받는 완벽한 Zero-Pollution 구조 채택.
-- 어떠한 글로벌 패키지도 허용하지 않고 오직 로컬 `.agent/env` 에 모든 기능을 캡슐화.
-
-
-
-None.
-
-
-
-프로젝트 토대는 더할 나위 없이 단단해졌습니다. 다음 에이전트는 이 파일을 읽자마자 혼란 없이 완벽한 컨텍스트를 흡수한 채, 사용자에게 첫 번째 기능을 묻는 영광스러운 역할을 수행하게 될 것입니다.
-
-
-
-Start with: Ask the user to run `/gsd-plan-phase 1` to define the roadmap.
-
diff --git a/.planning/.planning/HANDOFF.json b/.planning/.planning/HANDOFF.json
deleted file mode 100644
index c7d3458..0000000
--- a/.planning/.planning/HANDOFF.json
+++ /dev/null
@@ -1,25 +0,0 @@
-{
- "version": "1.0",
- "timestamp": "2026-03-29T19:40:00Z",
- "phase": "00-setup",
- "phase_name": "Project Initialization",
- "phase_dir": ".planning",
- "plan": 0,
- "task": 0,
- "total_tasks": 0,
- "status": "paused",
- "completed_tasks": [],
- "remaining_tasks": [],
- "blockers": [],
- "human_actions_pending": [],
- "decisions": [
- {
- "decision": "Master-Satellite Deployment",
- "rationale": "Ensures downstream repos remain 100% Zero-Pollution by distributing flattened skills natively via Git Push",
- "phase": "0"
- }
- ],
- "uncommitted_files": [],
- "next_action": "Run /gsd-plan-phase 1 to begin roadmap construction",
- "context_notes": "Zero-pollution foundation is perfectly solid. Awaiting Phase 1 initialization."
-}
diff --git a/.planning/.planning/PROJECT.md b/.planning/.planning/PROJECT.md
deleted file mode 100644
index 7fdf460..0000000
--- a/.planning/.planning/PROJECT.md
+++ /dev/null
@@ -1,49 +0,0 @@
-# Project Context: Zero-Pollution Agent Bootstrap Kit
-
-## What This Is
-`new_gene`은 향후 모든 AI 에이전트 개발 및 자동화 프로젝트에 포크(Fork)되거나 복제되어 즉각적으로 활용되는 **'완전 자율형·무오염(Zero-Pollution) 부트스트랩 마스터 템플릿'** 입니다.
-
-## Core Value
-코딩을 시작할 때 발생하는 세팅 오류, 프롬프트 해킹, 메인 브랜치 훼손, API 키 유출을 원천적으로 막습니다. 누구나 이 저장소만 클론(`git clone`) 받으면 환경 설정이나 별도의 복잡한 스크립트 실행 없이 19개의 최고급 개발 스킬(TDD, Git Worktree)과 GSD 오케스트레이터를 즉시 꺼내 쓸 수 있는 완벽한 턴키(Turn-key) 생태계를 구축합니다.
-
-## Success Criteria
-1. 사용자가 단 1개의 글로벌 패키지를 설치하지 않아도 로컬(`.agent/env/node_modules`)만을 통해 100% 작동해야 함.
-2. 터미널 명령어나 히스토리에 API 토큰이 노출되지 않고 자동 동기화(Vikunja/Gitea)가 이루어져야 함.
-3. 에이전트는 코딩 전 반드시 TDD 가설을 세우고, 서브 브랜치(Worktree)로 격리되어 안전하게 작업해야 함.
-4. **[Key Constraint]** 템플릿의 모든 아키텍처는 `git clone`만으로 완전한 작업 흐름이 이어져야 하며, 각 파생 프로젝트들은 `git pull` 명령어 단 한 번만으로 최신 무기와 스킬(Agent 엔진)이 완벽히 업데이트되어야 함.
-
-## Requirements
-
-### Validated
-- ✓ [Zero-Pollution] 모든 스킬(`superpowers`, `obsidian-skills`)이 글로벌 영역이 아닌 내부(`.agent/skills/`)로 캡슐화되어 직접 Git 트래킹을 받음.
-- ✓ [API Bridge] `sync_wiki.js`와 `sync_vikunja.js`를 통해 토큰 노출 없이 서버와 통신 구조 확보.
-- ✓ [Persistence] `claude-mem` (SQLite MCP) 기반의 오답노트 기억 능력 탑재.
-
-### Active
-- [x] `git clone`/`git pull`만으로 19개 스킬 즉각 로드 (Master Sync Hub 토폴로지 확립)
-- [ ] GSD Phase 계획과 실제 코드 실행 간 오차를 자동으로 검증할 브릿지 시스템 보완
-- [ ] `.env.agent`만 셋업하면 모든 것이 알아서 연결되는 완전 자율화 체계 구축 지속
-
-### Out of Scope (배포 제약)
-- **하위 프로젝트(Satellite Repo)에서의 오픈소스 서브모듈(Vendor) 직접 업데이트 행위 원천 금지.** (오직 ఈ Master 템플릿의 `sync_vendors` 스크립트만이 서브모듈의 버전을 평탄화 추출/번역하여 100% 검증된 정적 파일(`.agent/skills/`)로 Git 트래킹합니다.)
-- 하위 패키지에 글로벌 NPM 패키지 설치 요구 및 부트스트랩 스크립트 실행 강요 금지 (오직 `git pull` 하나만으로 마스터의 스킬셋 변동분을 수동적으로 상속받을 것).
-- `/start` 및 `/end` 같은 과거 유산(Legacy) 도입 금지
-
----
-*Last updated: 2026-03-29 after Phase 1 initialization*
-
-## Evolution
-This document evolves at phase transitions and milestone boundaries.
-
-**After each phase transition** (via `/gsd-transition`):
-1. Requirements invalidated? → Move to Out of Scope with reason
-2. Requirements validated? → Move to Validated with phase reference
-3. New requirements emerged? → Add to Active
-4. Decisions to log? → Add to Key Decisions
-5. "What This Is" still accurate? → Update if drifted
-
-**After each milestone** (via `/gsd-complete-milestone`):
-1. Full review of all sections
-2. Core Value check — still the right priority?
-3. Audit Out of Scope — reasons still valid?
-4. Update Context with current state
diff --git a/.planning/.planning/ROADMAP.md b/.planning/.planning/ROADMAP.md
deleted file mode 100644
index 9906120..0000000
--- a/.planning/.planning/ROADMAP.md
+++ /dev/null
@@ -1,11 +0,0 @@
-# Roadmap
-
-## Phase 1: Zero-Pollution Pipeline Stabilization
-**Status:** Complete (2026-03-30)
-**Goal:** Fix the Master-Satellite synchronization pipeline to natively extract GSD skills, UI data, and Python MCP dependencies so that satellite repositories bootstrap via zero-click.
-
-### Requirements
-- REQ-01: Bootstrap script must auto-install Python dependencies for MCP tools across satellites.
-- REQ-02: Master sync script must invoke `get-shit-done-cc` local installation to native `.agent/skills` and ensure Git tracking.
-- REQ-03: Master sync script must invoke `uipro update` and commit changes.
-- REQ-04: The `.gitignore` generated by `extract_skills.js` must safely whitelist `/gsd` skill directories.
diff --git a/.planning/.planning/codebase/ARCHITECTURE.md b/.planning/.planning/codebase/ARCHITECTURE.md
deleted file mode 100644
index 4a3f3d2..0000000
--- a/.planning/.planning/codebase/ARCHITECTURE.md
+++ /dev/null
@@ -1,16 +0,0 @@
-# Codebase Architecture (`ARCHITECTURE.md`)
-
-## Conceptual Core
-The project employs a **Master-Satellite Zero-Pollution Orchestration Model**.
-The architecture is designed to host local environments mapped centrally for LLM / Developer agents so that their capabilities and tracking modules do not leak into the developer's global OS environment.
-
-## Design Patterns & Layers
-1. **Master Repository Role (`new_gene`)**: Synchronizes third-party Submodules, flattens them via `.agent/scripts/extract_skills.js` and `.agent/scripts/sync_vendors.bat`, and seeds localized GSD skills via local bin instantiation.
-2. **Satellite Project Consumption**: Satellite repositories pull the tracked objects (like `.agent/get-shit-done/` binaries and `.agent/skills/gsd-*/` files), run `bootstrap.bat`, and safely isolate all code environments.
-
-## Execution Entry Points
-- Master Sync: `.agent/scripts/sync_vendors.bat/.sh` initializes NPM bounds, installs `uipro`/`get-shit-done-cc` strictly inside `.agent/env/node_modules/`, and runs them from the root via `.agent/env/node_modules/.bin/...` to safely isolate state.
-- Satellite Install: `bootstrap.bat/.sh` executes the runtime scripts sequentially (Git modules -> node env -> Python `.requirements` instantiation using a developer-provided `$AGENT_PYTHON_PATH`).
-
-## Data Flow
-The data flow travels exclusively via file IO (File reading -> Markdown modification) controlled by the Antigravity Agent framework executing `Task()` components or user IDE plugins. Git actions (add/commit/push) ensure cross-device immutability.
diff --git a/.planning/.planning/codebase/CONCERNS.md b/.planning/.planning/codebase/CONCERNS.md
deleted file mode 100644
index 25d0def..0000000
--- a/.planning/.planning/codebase/CONCERNS.md
+++ /dev/null
@@ -1,15 +0,0 @@
-# Codebase Concerns (`CONCERNS.md`)
-
-## Known Technical Debt & Fragile Areas
-
-1. **UTF-8 Support on PowerShell**:
- The `sync_vendors.bat` script utilizes `chcp 65001 >nul` to support symbols and emojis (`🔄`, `⛏️`, `🌐`). However, invoking this `.bat` script directly from the new `powershell.exe` execution layers occasionally mangles the output characters or breaks parsing commands. Developers manually validating `sync_vendors.bat` in Powershell may observe syntax exceptions that don't manifest inside standard CMD executions.
-
-2. **Path Encoding Depth Limitations**:
- The GSD implementation maps Deep nested `.agent/vendor/**` repositories and heavily duplicates structure into `.agent/skills/`. For Windows systems overriding 260-character restrictions, this can theoretically introduce silent file truncation if the local `.agent` environment scales beyond expectations.
-
-3. **Submodule Divergences**:
- The primary master hook uses `git submodule update --remote --merge`. Tracking upstream mains from multiple open-source repositories means breaking changes authored dynamically by upstream maintainers (e.g., `browser_use` rewriting its setup commands or `obsidian-skills` evolving) could cascade into local logic breaks, requiring a robust `translate_skills.js` sync layer to patch integration shifts.
-
-4. **Environment Abstraction Leaks**:
- While Zero-Pollution aims to block system pollution, `bootstrap.bat` utilizes `AGENT_PYTHON_PATH` configured globally to execute `.requirements.txt`. There is an implicit assumption that this python executable is correctly mapped to an isolated virtual environment (`venv`). The architecture relies heavily on Developer compliance to not provide a root Python executable.
diff --git a/.planning/.planning/codebase/CONVENTIONS.md b/.planning/.planning/codebase/CONVENTIONS.md
deleted file mode 100644
index edb4ad4..0000000
--- a/.planning/.planning/codebase/CONVENTIONS.md
+++ /dev/null
@@ -1,14 +0,0 @@
-# Codebase Conventions (`CONVENTIONS.md`)
-
-## Code Style & Scripts
-- **Shell / Bash**: Ensure standard `$?` exit evaluation handling with `if [ $? -ne 0 ]; then exit 1; fi`.
-- **Batch Scripting**: Ensure `%errorlevel%` mapping with `if %errorlevel% neq 0 ( exit /b %errorlevel% )`. Uses `chcp 65001 >nul` for cross-platform UTF-8 emoji support.
-- **Node.js Scripts**: Typically wrapped recursively checking properties (`fs.existsSync`, `fs.readdirSync`), enforcing zero-pollution (ignoring flattened dependencies via explicit `fs.writeFileSync`).
-
-## Architectural Patterns
-- **Zero-Pollution Rule**: Never install global node_modules (`-g`) or system modifications. Path routing is managed securely using execution strings formatted like `path/to/local/bin` instead of relying on `$PATH`.
-- **Idempotency Rule**: The bootstrap processes (`bootstrap.sh`, `bootstrap.bat`) are designed to be run hundreds of times safely, using `if not exist` checks before taking any structural action.
-
-## Error Handling
-- Terminal outputs are robust, mapping explicit phases like `[1/5]`, `[2/5]` to terminal stdout.
-- Execution halts strictly on critical dependency update failures.
diff --git a/.planning/.planning/codebase/INTEGRATIONS.md b/.planning/.planning/codebase/INTEGRATIONS.md
deleted file mode 100644
index 7ca37ec..0000000
--- a/.planning/.planning/codebase/INTEGRATIONS.md
+++ /dev/null
@@ -1,17 +0,0 @@
-# Codebase Integrations (`INTEGRATIONS.md`)
-
-## Webhooks & APIs
-- Currently, this project relies purely on Git synchronisation and CLI execution. Network activity is limited to downloading external packages (`npm install`, `pip install`, `git clone/pull`).
-- Once MCP tools are invoked, `claude-mem` likely interacts with SQLite logic or LLM memory endpoints depending on its runtime schema. `browser-use` interfaces with web targets directly.
-
-## Databases & Persistence
-- There are no central RDBMS or NoSQL layers native to this orchestration layer.
-- **Knowledge/Memory**: The project serves as an SSOT using markdown (`.planning/*`, `.agent/knowledge/*`).
-- **MCP state persistence**: Relies on specific plugin's local DBs (e.g., SQLite for mem logs).
-
-## Third-Party Authentication
-- Configured by `.agent/config/.env.agent` which includes API keys (Vikunja Task ID, Gitea instances, etc.), though the current codebase only seeds and checks for its existence without directly invoking the APIs inside the shell scripts.
-
-## Core External Tools
-- **Git**: Primary persistence and vendor orchestration transport mechanism.
-- **NPM & PIP**: Invoked asynchronously by bootstrap scripts to satisfy AI tool dependencies.
diff --git a/.planning/.planning/codebase/STACK.md b/.planning/.planning/codebase/STACK.md
deleted file mode 100644
index f4b5545..0000000
--- a/.planning/.planning/codebase/STACK.md
+++ /dev/null
@@ -1,29 +0,0 @@
-# Codebase Stack (`STACK.md`)
-
-## Languages
-- **Shell / Batch Scripting**: Used heavily for the zero-pollution bootstrap scripts (`bootstrap.bat`, `bootstrap.sh`, `sync_vendors.bat`, `sync_vendors.sh`).
-- **JavaScript (Node.js)**: Used for vendor extraction and translation scripts (`extract_skills.js`, `translate_skills.js`).
-- **Python**: Required indirectly for running installed Python MCP servers (`browser_use`, `mini-swe`, `claude-mem`) during satellite bootstrapping.
-
-## Runtimes & Frameworks
-- **Node.js**: The `.agent/env` isolates local dependencies (e.g. `npm install`, `npx get-shit-done-cc`, `uipro-cli`).
-- **Python**: Expected to be provided externally via user's `AGENT_PYTHON_PATH` to isolate plugin Python processes.
-- **Agent Engines**: Target runtimes interacting with this environment include Google Gemini CLI / Antigravity, Claude Code, and Copilot.
-
-## Core Dependencies
-- **UI & Workflow Generative Frameworks**:
- - `get-shit-done-cc`: CLI orchestration framework for generating GSD workflows.
- - `uipro-cli`: Generates UI/UX specification data.
-- **Git Submodules** (defined in `.gitmodules`):
- - `.agent/vendor/superpowers`
- - `.agent/knowledge/everything_claude`
- - `.agent/knowledge/awesome_claude`
- - `.agent/vendor/obsidian-skills`
- - `.agent/services/claude-mem`
- - `.agent/services/mcp-core`
- - `.agent/vendor/browser_use`
- - `.agent/vendor/mini-swe`
-
-## Configuration
-- `.agent/config/.env.agent`: Developer-specific agent configuration. Uses `.template` fallback.
-- `PROJECT.md` & `ROADMAP.md`: Project-level planning and tracker configurations.
diff --git a/.planning/.planning/codebase/STRUCTURE.md b/.planning/.planning/codebase/STRUCTURE.md
deleted file mode 100644
index b27b96c..0000000
--- a/.planning/.planning/codebase/STRUCTURE.md
+++ /dev/null
@@ -1,19 +0,0 @@
-# Codebase Structure (`STRUCTURE.md`)
-
-## Directory Map
-
-- **Root Files**
- - `bootstrap.bat` / `bootstrap.sh`: Primary runtime orchestrators for setting up the node/python environment.
- - `.gitignore` & `.gitmodules`: Repository definitions protecting the ecosystem from pollution.
-
-- **`.agent/` (The Enclave)**
- - `.agent/env/`: The isolated local node environment container. Has its own `package.json` avoiding merging issues with user code.
- - `.agent/scripts/`: Home of the Master Sync orchestration rules (`sync_vendors`, `extract_skills.js`, `translate_skills.js`).
- - `.agent/skills/`: Holds the flattened markdown files (`SKILL.md`) that agents interpret on system boot. Note `gsd-*/` is whitelisted here.
- - `.agent/vendor/`: The raw checked-out git repository targets before any translations/flattening is parsed out of them.
- - `.agent/config/`: Runtime configurations specific to the current physical machine (`.env.agent`).
- - `.agent/knowledge/`: Stores raw unstructured domain context for explicit queries.
-
-- **`.planning/` (GSD Execution)**
- - Manages the Project State (`PROJECT.md`, `ROADMAP.md`, `STATE.md`).
- - `phases/`: Artifact history holding individual plans (`01-PLAN.md`) and the verification/summary reports mapping their outcomes.
diff --git a/.planning/.planning/codebase/TESTING.md b/.planning/.planning/codebase/TESTING.md
deleted file mode 100644
index 1449104..0000000
--- a/.planning/.planning/codebase/TESTING.md
+++ /dev/null
@@ -1,12 +0,0 @@
-# Codebase Testing (`TESTING.md`)
-
-## Structural Verification
-Given that this is an AI Framework Infrastructure project (Bootstrap Kit), formal unit testing via Jest/Vitest does not primarily apply to the root structure.
-
-## GSD Audit Testing
-Testing is defined strictly through the **Plan-Execute-Verify** cycle of the Get-Shit-Done (GSD) framework:
-- **`[Acceptance Criteria]`**: Each phase and subtask has shell commands evaluated by `grep` or file existence checks ensuring conditions are logically provable (e.g. `grep "npx get-shit-done-cc" .agent/scripts/sync_vendors.bat`).
-- **Verifiers**: The `.planning/phases/*-VERIFICATION.md` pattern uses dedicated checker agents to automatically validate system goals against the physical outcome on disk.
-
-## Continuous Integration
-At the moment, no GitHub Actions or standard CI test runners execute automated validation, as validation strictly hinges on local agent validation (`/gsd-verify-work` or `gsd-plan-checker` routines).
diff --git a/.planning/.planning/config.json b/.planning/.planning/config.json
deleted file mode 100644
index 130bf13..0000000
--- a/.planning/.planning/config.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
- "mode": "yolo",
- "granularity": "Standard",
- "parallelization": true,
- "commit_docs": true,
- "model_profile": "balanced",
- "workflow": {
- "research": true,
- "plan_check": true,
- "verifier": true,
- "nyquist_validation": true,
- "auto_advance": true
- }
-}
diff --git a/.planning/.planning/phases/01-zero-pollution-pipeline-stabilization/01-CONTEXT.md b/.planning/.planning/phases/01-zero-pollution-pipeline-stabilization/01-CONTEXT.md
deleted file mode 100644
index c09a493..0000000
--- a/.planning/.planning/phases/01-zero-pollution-pipeline-stabilization/01-CONTEXT.md
+++ /dev/null
@@ -1,57 +0,0 @@
-# Phase 1: Zero-Pollution Pipeline Stabilization - Context
-
-**Gathered:** 2026-03-30
-**Status:** Ready for planning
-**Source:** PRD Express Path (implementation_plan.md)
-
-
-## Phase Boundary
-Fix the Master-Satellite synchronization pipeline to natively extract GSD skills, UI updates, and Python dependencies. This ensures that a zero-click `bootstrap.bat/.sh` works flawlessly across new workspaces without violating the Zero-Pollution architecture.
-
-
-
-## Implementation Decisions
-
-### Zero-Click Python Dependencies
-- Modify `bootstrap.bat` and `bootstrap.sh` to auto-detect and pip-install Python dependencies for MCP tools (`browser_use`, `claude-mem`, `mini-swe`).
-
-### Master Sync Pipeline GSD Extraction
-- Modify `sync_vendors.bat` and `sync_vendors.sh` to execute `npm update get-shit-done-cc uipro-cli`, `npx uipro update`, and `npx get-shit-done-cc --antigravity --local` inside `.agent/env`.
-- Ensure output folders `.agent/get-shit-done/` and `.agent/skills/gsd-*/` are `git add`ed.
-
-### Gitignore Rules for extracted skills
-- Modify `.agent/scripts/extract_skills.js` to whitelist `!gsd-*/` in the generated `.gitignore` so Phase planning and GSD execution tools successfully persist to git.
-
-### the agent's Discretion
-- The method of Python virtual environment detection vs global python is left to the agent, though leveraging `AGENT_PYTHON_PATH` if specified is preferred.
-
-
-
-## Canonical References
-
-**Downstream agents MUST read these before planning or implementing.**
-
-### Zero Pollution Scripts
-- `bootstrap.bat`
-- `bootstrap.sh`
-- `.agent/scripts/sync_vendors.bat`
-- `.agent/scripts/sync_vendors.sh`
-- `.agent/scripts/extract_skills.js`
-
-
-
-
-## Specific Ideas
-- The `npx get-shit-done-cc --antigravity --local` command must be run relative to the project root or precisely routed, otherwise GSD commands won't appear sequentially.
-
-
-
-
-## Deferred Ideas
-None — PRD covers phase scope.
-
-
----
-
-*Phase: 01-zero-pollution-pipeline-stabilization*
-*Context gathered: 2026-03-30 via PRD Express Path*
diff --git a/.planning/.planning/phases/01-zero-pollution-pipeline-stabilization/01-PLAN.md b/.planning/.planning/phases/01-zero-pollution-pipeline-stabilization/01-PLAN.md
deleted file mode 100644
index 3964555..0000000
--- a/.planning/.planning/phases/01-zero-pollution-pipeline-stabilization/01-PLAN.md
+++ /dev/null
@@ -1,143 +0,0 @@
----
-wave: 1
-depends_on: []
-files_modified:
- - ".agent/scripts/sync_vendors.bat"
- - ".agent/scripts/sync_vendors.sh"
- - ".agent/scripts/extract_skills.js"
- - "bootstrap.bat"
- - "bootstrap.sh"
-autonomous: true
----
-
-# Phase 1: Zero-Pollution Pipeline Stabilization
-
-## Objective
-Fix the Master-Satellite synchronization pipeline to natively extract GSD skills, UI data, and Python MCP dependencies so that satellite repositories bootstrap via zero-click.
-
-## Verification Criteria
-- [ ] Running `bootstrap.bat` attempts to install Python `requirements.txt` targets (`browser_use`, `claude-mem`).
-- [ ] Running `sync_vendors.bat` successfully runs `get-shit-done-cc` generator and Git tracks `.agent/skills/gsd-*/` and `.agent/get-shit-done/`.
-- [ ] `extract_skills.js` generated `.gitignore` whitelists `!gsd-*/`.
-
-## must_haves
-- [ ] `sync_vendors.bat` and `sync_vendors.sh` must execute `npm install`, `npx uipro update` and `npx get-shit-done-cc --antigravity --local`.
-- [ ] `bootstrap.bat` and `bootstrap.sh` must execute `pip install -r requirements.txt` for Python components if Python env exists.
-- [ ] GSD execution binaries and folders must be tracked via `git add .agent/get-shit-done/`.
-
----
-
-
-
-- .agent/scripts/sync_vendors.bat
-- .agent/scripts/sync_vendors.sh
-
-
-Add the local GSD extraction and uipro updating mechanism directly inside `sync_vendors.bat` and `sync_vendors.sh`.
-For the bash script (`sync_vendors.sh`), under step `[2/5] 패키지 업데이트 및 GSD, UI-UX-PRO-MAX 동기화...`:
-Add:
-```bash
-cd .agent/env
-npm install
-npm update get-shit-done-cc uipro-cli
-npx uipro update
-npx get-shit-done-cc --antigravity --local
-cd ../..
-```
-For the batch script (`sync_vendors.bat`), under a new step for package updates:
-Add:
-```bat
-cd .agent\env
-call npm install
-call npm update get-shit-done-cc uipro-cli
-call npx uipro update
-call npx get-shit-done-cc --antigravity --local
-cd ..\..
-```
-Also, change the git commit logic to track GSD:
-Change `git add .agent/vendor/ .agent/skills/ .gitmodules` to `git add .agent/vendor/ .agent/skills/ .agent/get-shit-done/ .gitmodules`
-
-
-`grep "npx get-shit-done-cc --antigravity --local" .agent/scripts/sync_vendors.bat` exits 0.
-`grep "git add" .agent/scripts/sync_vendors.bat | grep ".agent/get-shit-done/"` exits 0.
-`grep "npx get-shit-done-cc --antigravity --local" .agent/scripts/sync_vendors.sh` exits 0.
-`grep "git add" .agent/scripts/sync_vendors.sh | grep ".agent/get-shit-done/"` exits 0.
-
-
-
-
-
-- .agent/scripts/extract_skills.js
-
-
-Modify `extract_skills.js` to whitelist `gsd-*/` skill folders in the generated `.gitignore`.
-Find `const gitignoreContent = [` and add `'!gsd-*/',` below `'!mini-swe/',`.
-
-
-`grep "!gsd-\*/" .agent/scripts/extract_skills.js` exits 0.
-
-
-
-
-
-- bootstrap.bat
-
-
-Add Python MCP auto-setup logic to `bootstrap.bat` right after the node dependencies step.
-Add:
-```bat
-echo [4/5] Checking and Installing Python MCP Dependencies...
-if defined AGENT_PYTHON_PATH (
- echo -^> Using AGENT_PYTHON_PATH: %AGENT_PYTHON_PATH%
- if exist ".agent\vendor\browser_use\requirements.txt" (
- "%AGENT_PYTHON_PATH%" -m pip install -r ".agent\vendor\browser_use\requirements.txt"
- )
- if exist ".agent\services\claude-mem\requirements.txt" (
- "%AGENT_PYTHON_PATH%" -m pip install -r ".agent\services\claude-mem\requirements.txt"
- )
- if exist ".agent\services\mini-swe\requirements.txt" (
- "%AGENT_PYTHON_PATH%" -m pip install -r ".agent\services\mini-swe\requirements.txt"
- )
-) else (
- echo -^> Warning: AGENT_PYTHON_PATH is not defined. Skipping Python dependencies installation.
-)
-```
-Update the final step text `[4/4]` to `[5/5]` appropriately.
-
-
-`grep "AGENT_PYTHON_PATH" bootstrap.bat` exits 0.
-`grep "pip install -r" bootstrap.bat` exits 0.
-
-
-
-
-
-- bootstrap.sh
-
-
-Add Python MCP auto-setup logic to `bootstrap.sh` right after the node dependencies step.
-Add:
-```bash
-echo "[4/5] Checking and Installing Python MCP Dependencies..."
-if [ -n "$AGENT_PYTHON_PATH" ]; then
- echo " -> Using AGENT_PYTHON_PATH: $AGENT_PYTHON_PATH"
- if [ -f ".agent/vendor/browser_use/requirements.txt" ]; then
- "$AGENT_PYTHON_PATH" -m pip install -r ".agent/vendor/browser_use/requirements.txt"
- fi
- if [ -f ".agent/services/claude-mem/requirements.txt" ]; then
- "$AGENT_PYTHON_PATH" -m pip install -r ".agent/services/claude-mem/requirements.txt"
- fi
- if [ -f ".agent/services/mini-swe/requirements.txt" ]; then
- "$AGENT_PYTHON_PATH" -m pip install -r ".agent/services/mini-swe/requirements.txt"
- fi
-else
- echo " -> Warning: AGENT_PYTHON_PATH is not defined. Skipping Python dependencies installation."
-fi
-```
-Update the final step text `[4/4]` to `[5/5]` appropriately.
-
-
-`grep "AGENT_PYTHON_PATH" bootstrap.sh` exits 0.
-`grep "pip install -r" bootstrap.sh` exits 0.
-
-
diff --git a/.planning/HANDOFF.json b/.planning/HANDOFF.json
deleted file mode 100644
index c7d3458..0000000
--- a/.planning/HANDOFF.json
+++ /dev/null
@@ -1,25 +0,0 @@
-{
- "version": "1.0",
- "timestamp": "2026-03-29T19:40:00Z",
- "phase": "00-setup",
- "phase_name": "Project Initialization",
- "phase_dir": ".planning",
- "plan": 0,
- "task": 0,
- "total_tasks": 0,
- "status": "paused",
- "completed_tasks": [],
- "remaining_tasks": [],
- "blockers": [],
- "human_actions_pending": [],
- "decisions": [
- {
- "decision": "Master-Satellite Deployment",
- "rationale": "Ensures downstream repos remain 100% Zero-Pollution by distributing flattened skills natively via Git Push",
- "phase": "0"
- }
- ],
- "uncommitted_files": [],
- "next_action": "Run /gsd-plan-phase 1 to begin roadmap construction",
- "context_notes": "Zero-pollution foundation is perfectly solid. Awaiting Phase 1 initialization."
-}
diff --git a/.planning/PROJECT.md b/.planning/PROJECT.md
index 7fdf460..799464e 100644
--- a/.planning/PROJECT.md
+++ b/.planning/PROJECT.md
@@ -1,38 +1,46 @@
-# Project Context: Zero-Pollution Agent Bootstrap Kit
+# Variet LLM: Dual-Orchestration AI Assistant
## What This Is
-`new_gene`은 향후 모든 AI 에이전트 개발 및 자동화 프로젝트에 포크(Fork)되거나 복제되어 즉각적으로 활용되는 **'완전 자율형·무오염(Zero-Pollution) 부트스트랩 마스터 템플릿'** 입니다.
+A high-performance, locally-hosted AI assistant system built on two RTX 3060 12GB GPUs. It uses a "2+0" architecture where Machine A acts as a dedicated inference server running large language models, while Machine B handles the user interface (VS Code, Discord) and tool execution.
-## Core Value
-코딩을 시작할 때 발생하는 세팅 오류, 프롬프트 해킹, 메인 브랜치 훼손, API 키 유출을 원천적으로 막습니다. 누구나 이 저장소만 클론(`git clone`) 받으면 환경 설정이나 별도의 복잡한 스크립트 실행 없이 19개의 최고급 개발 스킬(TDD, Git Worktree)과 GSD 오케스트레이터를 즉시 꺼내 쓸 수 있는 완벽한 턴키(Turn-key) 생태계를 구축합니다.
+## Problem / Core Value
+Standard LLM set-ups on a single GPU often struggle with context switching and running multi-tools asynchronously. By dedicating an API server to raw inference (50-80 t/s with Qwen 35B), the system achieves extreme responsiveness for coding while preserving resources for tool execution (Calendar, Mail, Search) on the workstation.
-## Success Criteria
-1. 사용자가 단 1개의 글로벌 패키지를 설치하지 않아도 로컬(`.agent/env/node_modules`)만을 통해 100% 작동해야 함.
-2. 터미널 명령어나 히스토리에 API 토큰이 노출되지 않고 자동 동기화(Vikunja/Gitea)가 이루어져야 함.
-3. 에이전트는 코딩 전 반드시 TDD 가설을 세우고, 서브 브랜치(Worktree)로 격리되어 안전하게 작업해야 함.
-4. **[Key Constraint]** 템플릿의 모든 아키텍처는 `git clone`만으로 완전한 작업 흐름이 이어져야 하며, 각 파생 프로젝트들은 `git pull` 명령어 단 한 번만으로 최신 무기와 스킬(Agent 엔진)이 완벽히 업데이트되어야 함.
+## Target Audience
+Single developer working on complex coding tasks alongside daily administrative tasks.
+
+## Key Decisions
+
+| Decision | Rationale | Outcome |
+|----------|-----------|---------|
+| 2+0 GPU Architecture | Placing both GPUs in Machine A allows Qwen 35B to fully load into VRAM, increasing speed from 30t/s to 50-80t/s. | Machine A: API Server only.
Machine B: All orchestrations & tools. |
+| Separation of Agent Logic | Machine A is a pure "brain" (llama-server). Machine B has the "hands and eyes" (VS Code extension and Discord Bot). | Simplified infrastructure; tools execute directly on the workstation. |
+| 3-Tier Model Strategy | Need balanced speeds depending on the complexity of the task requested. | Fast: Gemma4 26B (~70t/s)
Balanced: Qwen 35B (~50t/s)
Deep: Qwen 122B (~11t/s) |
## Requirements
### Validated
-- ✓ [Zero-Pollution] 모든 스킬(`superpowers`, `obsidian-skills`)이 글로벌 영역이 아닌 내부(`.agent/skills/`)로 캡슐화되어 직접 Git 트래킹을 받음.
-- ✓ [API Bridge] `sync_wiki.js`와 `sync_vikunja.js`를 통해 토큰 노출 없이 서버와 통신 구조 확보.
-- ✓ [Persistence] `claude-mem` (SQLite MCP) 기반의 오답노트 기억 능력 탑재.
+
+(None yet — ship to validate)
### Active
-- [x] `git clone`/`git pull`만으로 19개 스킬 즉각 로드 (Master Sync Hub 토폴로지 확립)
-- [ ] GSD Phase 계획과 실제 코드 실행 간 오차를 자동으로 검증할 브릿지 시스템 보완
-- [ ] `.env.agent`만 셋업하면 모든 것이 알아서 연결되는 완전 자율화 체계 구축 지속
-### Out of Scope (배포 제약)
-- **하위 프로젝트(Satellite Repo)에서의 오픈소스 서브모듈(Vendor) 직접 업데이트 행위 원천 금지.** (오직 ఈ Master 템플릿의 `sync_vendors` 스크립트만이 서브모듈의 버전을 평탄화 추출/번역하여 100% 검증된 정적 파일(`.agent/skills/`)로 Git 트래킹합니다.)
-- 하위 패키지에 글로벌 NPM 패키지 설치 요구 및 부트스트랩 스크립트 실행 강요 금지 (오직 `git pull` 하나만으로 마스터의 스킬셋 변동분을 수동적으로 상속받을 것).
-- `/start` 및 `/end` 같은 과거 유산(Legacy) 도입 금지
+- [ ] Deploy headless llama-server setup on Machine A.
+- [ ] Build a model hot-swap utility (Fast/Balanced/Deep) for Machine A.
+- [ ] Develop a VS Code Extension (TypeScript) on Machine B for coding agent loop.
+- [ ] Develop a Discord Bot (discord.py) on Machine B for personal assistant tools.
+- [ ] Implement MCP tools (SearXNG, Google Calendar, Gmail) securely on Machine B.
+
+### Out of Scope
+
+- [ ] Running inference directly on Machine B (It lacks VRAM/GPU resources in this architecture).
+- [ ] Exposing Machine A to the public internet (LAN traffic only).
---
-*Last updated: 2026-03-29 after Phase 1 initialization*
+*Last updated: 2026-04-05 after initialization*
## Evolution
+
This document evolves at phase transitions and milestone boundaries.
**After each phase transition** (via `/gsd-transition`):
diff --git a/.planning/ROADMAP.md b/.planning/ROADMAP.md
deleted file mode 100644
index 9906120..0000000
--- a/.planning/ROADMAP.md
+++ /dev/null
@@ -1,11 +0,0 @@
-# Roadmap
-
-## Phase 1: Zero-Pollution Pipeline Stabilization
-**Status:** Complete (2026-03-30)
-**Goal:** Fix the Master-Satellite synchronization pipeline to natively extract GSD skills, UI data, and Python MCP dependencies so that satellite repositories bootstrap via zero-click.
-
-### Requirements
-- REQ-01: Bootstrap script must auto-install Python dependencies for MCP tools across satellites.
-- REQ-02: Master sync script must invoke `get-shit-done-cc` local installation to native `.agent/skills` and ensure Git tracking.
-- REQ-03: Master sync script must invoke `uipro update` and commit changes.
-- REQ-04: The `.gitignore` generated by `extract_skills.js` must safely whitelist `/gsd` skill directories.
diff --git a/.planning/codebase/ARCHITECTURE.md b/.planning/codebase/ARCHITECTURE.md
deleted file mode 100644
index 4a3f3d2..0000000
--- a/.planning/codebase/ARCHITECTURE.md
+++ /dev/null
@@ -1,16 +0,0 @@
-# Codebase Architecture (`ARCHITECTURE.md`)
-
-## Conceptual Core
-The project employs a **Master-Satellite Zero-Pollution Orchestration Model**.
-The architecture is designed to host local environments mapped centrally for LLM / Developer agents so that their capabilities and tracking modules do not leak into the developer's global OS environment.
-
-## Design Patterns & Layers
-1. **Master Repository Role (`new_gene`)**: Synchronizes third-party Submodules, flattens them via `.agent/scripts/extract_skills.js` and `.agent/scripts/sync_vendors.bat`, and seeds localized GSD skills via local bin instantiation.
-2. **Satellite Project Consumption**: Satellite repositories pull the tracked objects (like `.agent/get-shit-done/` binaries and `.agent/skills/gsd-*/` files), run `bootstrap.bat`, and safely isolate all code environments.
-
-## Execution Entry Points
-- Master Sync: `.agent/scripts/sync_vendors.bat/.sh` initializes NPM bounds, installs `uipro`/`get-shit-done-cc` strictly inside `.agent/env/node_modules/`, and runs them from the root via `.agent/env/node_modules/.bin/...` to safely isolate state.
-- Satellite Install: `bootstrap.bat/.sh` executes the runtime scripts sequentially (Git modules -> node env -> Python `.requirements` instantiation using a developer-provided `$AGENT_PYTHON_PATH`).
-
-## Data Flow
-The data flow travels exclusively via file IO (File reading -> Markdown modification) controlled by the Antigravity Agent framework executing `Task()` components or user IDE plugins. Git actions (add/commit/push) ensure cross-device immutability.
diff --git a/.planning/codebase/CONCERNS.md b/.planning/codebase/CONCERNS.md
deleted file mode 100644
index 25d0def..0000000
--- a/.planning/codebase/CONCERNS.md
+++ /dev/null
@@ -1,15 +0,0 @@
-# Codebase Concerns (`CONCERNS.md`)
-
-## Known Technical Debt & Fragile Areas
-
-1. **UTF-8 Support on PowerShell**:
- The `sync_vendors.bat` script utilizes `chcp 65001 >nul` to support symbols and emojis (`🔄`, `⛏️`, `🌐`). However, invoking this `.bat` script directly from the new `powershell.exe` execution layers occasionally mangles the output characters or breaks parsing commands. Developers manually validating `sync_vendors.bat` in Powershell may observe syntax exceptions that don't manifest inside standard CMD executions.
-
-2. **Path Encoding Depth Limitations**:
- The GSD implementation maps Deep nested `.agent/vendor/**` repositories and heavily duplicates structure into `.agent/skills/`. For Windows systems overriding 260-character restrictions, this can theoretically introduce silent file truncation if the local `.agent` environment scales beyond expectations.
-
-3. **Submodule Divergences**:
- The primary master hook uses `git submodule update --remote --merge`. Tracking upstream mains from multiple open-source repositories means breaking changes authored dynamically by upstream maintainers (e.g., `browser_use` rewriting its setup commands or `obsidian-skills` evolving) could cascade into local logic breaks, requiring a robust `translate_skills.js` sync layer to patch integration shifts.
-
-4. **Environment Abstraction Leaks**:
- While Zero-Pollution aims to block system pollution, `bootstrap.bat` utilizes `AGENT_PYTHON_PATH` configured globally to execute `.requirements.txt`. There is an implicit assumption that this python executable is correctly mapped to an isolated virtual environment (`venv`). The architecture relies heavily on Developer compliance to not provide a root Python executable.
diff --git a/.planning/codebase/CONVENTIONS.md b/.planning/codebase/CONVENTIONS.md
deleted file mode 100644
index edb4ad4..0000000
--- a/.planning/codebase/CONVENTIONS.md
+++ /dev/null
@@ -1,14 +0,0 @@
-# Codebase Conventions (`CONVENTIONS.md`)
-
-## Code Style & Scripts
-- **Shell / Bash**: Ensure standard `$?` exit evaluation handling with `if [ $? -ne 0 ]; then exit 1; fi`.
-- **Batch Scripting**: Ensure `%errorlevel%` mapping with `if %errorlevel% neq 0 ( exit /b %errorlevel% )`. Uses `chcp 65001 >nul` for cross-platform UTF-8 emoji support.
-- **Node.js Scripts**: Typically wrapped recursively checking properties (`fs.existsSync`, `fs.readdirSync`), enforcing zero-pollution (ignoring flattened dependencies via explicit `fs.writeFileSync`).
-
-## Architectural Patterns
-- **Zero-Pollution Rule**: Never install global node_modules (`-g`) or system modifications. Path routing is managed securely using execution strings formatted like `path/to/local/bin` instead of relying on `$PATH`.
-- **Idempotency Rule**: The bootstrap processes (`bootstrap.sh`, `bootstrap.bat`) are designed to be run hundreds of times safely, using `if not exist` checks before taking any structural action.
-
-## Error Handling
-- Terminal outputs are robust, mapping explicit phases like `[1/5]`, `[2/5]` to terminal stdout.
-- Execution halts strictly on critical dependency update failures.
diff --git a/.planning/codebase/INTEGRATIONS.md b/.planning/codebase/INTEGRATIONS.md
deleted file mode 100644
index 7ca37ec..0000000
--- a/.planning/codebase/INTEGRATIONS.md
+++ /dev/null
@@ -1,17 +0,0 @@
-# Codebase Integrations (`INTEGRATIONS.md`)
-
-## Webhooks & APIs
-- Currently, this project relies purely on Git synchronisation and CLI execution. Network activity is limited to downloading external packages (`npm install`, `pip install`, `git clone/pull`).
-- Once MCP tools are invoked, `claude-mem` likely interacts with SQLite logic or LLM memory endpoints depending on its runtime schema. `browser-use` interfaces with web targets directly.
-
-## Databases & Persistence
-- There are no central RDBMS or NoSQL layers native to this orchestration layer.
-- **Knowledge/Memory**: The project serves as an SSOT using markdown (`.planning/*`, `.agent/knowledge/*`).
-- **MCP state persistence**: Relies on specific plugin's local DBs (e.g., SQLite for mem logs).
-
-## Third-Party Authentication
-- Configured by `.agent/config/.env.agent` which includes API keys (Vikunja Task ID, Gitea instances, etc.), though the current codebase only seeds and checks for its existence without directly invoking the APIs inside the shell scripts.
-
-## Core External Tools
-- **Git**: Primary persistence and vendor orchestration transport mechanism.
-- **NPM & PIP**: Invoked asynchronously by bootstrap scripts to satisfy AI tool dependencies.
diff --git a/.planning/codebase/STACK.md b/.planning/codebase/STACK.md
deleted file mode 100644
index f4b5545..0000000
--- a/.planning/codebase/STACK.md
+++ /dev/null
@@ -1,29 +0,0 @@
-# Codebase Stack (`STACK.md`)
-
-## Languages
-- **Shell / Batch Scripting**: Used heavily for the zero-pollution bootstrap scripts (`bootstrap.bat`, `bootstrap.sh`, `sync_vendors.bat`, `sync_vendors.sh`).
-- **JavaScript (Node.js)**: Used for vendor extraction and translation scripts (`extract_skills.js`, `translate_skills.js`).
-- **Python**: Required indirectly for running installed Python MCP servers (`browser_use`, `mini-swe`, `claude-mem`) during satellite bootstrapping.
-
-## Runtimes & Frameworks
-- **Node.js**: The `.agent/env` isolates local dependencies (e.g. `npm install`, `npx get-shit-done-cc`, `uipro-cli`).
-- **Python**: Expected to be provided externally via user's `AGENT_PYTHON_PATH` to isolate plugin Python processes.
-- **Agent Engines**: Target runtimes interacting with this environment include Google Gemini CLI / Antigravity, Claude Code, and Copilot.
-
-## Core Dependencies
-- **UI & Workflow Generative Frameworks**:
- - `get-shit-done-cc`: CLI orchestration framework for generating GSD workflows.
- - `uipro-cli`: Generates UI/UX specification data.
-- **Git Submodules** (defined in `.gitmodules`):
- - `.agent/vendor/superpowers`
- - `.agent/knowledge/everything_claude`
- - `.agent/knowledge/awesome_claude`
- - `.agent/vendor/obsidian-skills`
- - `.agent/services/claude-mem`
- - `.agent/services/mcp-core`
- - `.agent/vendor/browser_use`
- - `.agent/vendor/mini-swe`
-
-## Configuration
-- `.agent/config/.env.agent`: Developer-specific agent configuration. Uses `.template` fallback.
-- `PROJECT.md` & `ROADMAP.md`: Project-level planning and tracker configurations.
diff --git a/.planning/codebase/STRUCTURE.md b/.planning/codebase/STRUCTURE.md
deleted file mode 100644
index b27b96c..0000000
--- a/.planning/codebase/STRUCTURE.md
+++ /dev/null
@@ -1,19 +0,0 @@
-# Codebase Structure (`STRUCTURE.md`)
-
-## Directory Map
-
-- **Root Files**
- - `bootstrap.bat` / `bootstrap.sh`: Primary runtime orchestrators for setting up the node/python environment.
- - `.gitignore` & `.gitmodules`: Repository definitions protecting the ecosystem from pollution.
-
-- **`.agent/` (The Enclave)**
- - `.agent/env/`: The isolated local node environment container. Has its own `package.json` avoiding merging issues with user code.
- - `.agent/scripts/`: Home of the Master Sync orchestration rules (`sync_vendors`, `extract_skills.js`, `translate_skills.js`).
- - `.agent/skills/`: Holds the flattened markdown files (`SKILL.md`) that agents interpret on system boot. Note `gsd-*/` is whitelisted here.
- - `.agent/vendor/`: The raw checked-out git repository targets before any translations/flattening is parsed out of them.
- - `.agent/config/`: Runtime configurations specific to the current physical machine (`.env.agent`).
- - `.agent/knowledge/`: Stores raw unstructured domain context for explicit queries.
-
-- **`.planning/` (GSD Execution)**
- - Manages the Project State (`PROJECT.md`, `ROADMAP.md`, `STATE.md`).
- - `phases/`: Artifact history holding individual plans (`01-PLAN.md`) and the verification/summary reports mapping their outcomes.
diff --git a/.planning/codebase/TESTING.md b/.planning/codebase/TESTING.md
deleted file mode 100644
index 1449104..0000000
--- a/.planning/codebase/TESTING.md
+++ /dev/null
@@ -1,12 +0,0 @@
-# Codebase Testing (`TESTING.md`)
-
-## Structural Verification
-Given that this is an AI Framework Infrastructure project (Bootstrap Kit), formal unit testing via Jest/Vitest does not primarily apply to the root structure.
-
-## GSD Audit Testing
-Testing is defined strictly through the **Plan-Execute-Verify** cycle of the Get-Shit-Done (GSD) framework:
-- **`[Acceptance Criteria]`**: Each phase and subtask has shell commands evaluated by `grep` or file existence checks ensuring conditions are logically provable (e.g. `grep "npx get-shit-done-cc" .agent/scripts/sync_vendors.bat`).
-- **Verifiers**: The `.planning/phases/*-VERIFICATION.md` pattern uses dedicated checker agents to automatically validate system goals against the physical outcome on disk.
-
-## Continuous Integration
-At the moment, no GitHub Actions or standard CI test runners execute automated validation, as validation strictly hinges on local agent validation (`/gsd-verify-work` or `gsd-plan-checker` routines).
diff --git a/.planning/config.json b/.planning/config.json
new file mode 100644
index 0000000..7812a6a
--- /dev/null
+++ b/.planning/config.json
@@ -0,0 +1,16 @@
+{
+ "project_name": "Variet LLM",
+ "version": 1,
+ "mode": "yolo",
+ "granularity": "standard",
+ "parallelization": false,
+ "commit_docs": true,
+ "model_profile": "quality",
+ "workflow": {
+ "research": true,
+ "plan_check": true,
+ "verifier": true,
+ "nyquist_validation": true,
+ "_auto_chain_active": true
+ }
+}
diff --git a/.planning/phases/01-zero-pollution-pipeline-stabilization/01-CONTEXT.md b/.planning/phases/01-zero-pollution-pipeline-stabilization/01-CONTEXT.md
deleted file mode 100644
index c09a493..0000000
--- a/.planning/phases/01-zero-pollution-pipeline-stabilization/01-CONTEXT.md
+++ /dev/null
@@ -1,57 +0,0 @@
-# Phase 1: Zero-Pollution Pipeline Stabilization - Context
-
-**Gathered:** 2026-03-30
-**Status:** Ready for planning
-**Source:** PRD Express Path (implementation_plan.md)
-
-
-## Phase Boundary
-Fix the Master-Satellite synchronization pipeline to natively extract GSD skills, UI updates, and Python dependencies. This ensures that a zero-click `bootstrap.bat/.sh` works flawlessly across new workspaces without violating the Zero-Pollution architecture.
-
-
-
-## Implementation Decisions
-
-### Zero-Click Python Dependencies
-- Modify `bootstrap.bat` and `bootstrap.sh` to auto-detect and pip-install Python dependencies for MCP tools (`browser_use`, `claude-mem`, `mini-swe`).
-
-### Master Sync Pipeline GSD Extraction
-- Modify `sync_vendors.bat` and `sync_vendors.sh` to execute `npm update get-shit-done-cc uipro-cli`, `npx uipro update`, and `npx get-shit-done-cc --antigravity --local` inside `.agent/env`.
-- Ensure output folders `.agent/get-shit-done/` and `.agent/skills/gsd-*/` are `git add`ed.
-
-### Gitignore Rules for extracted skills
-- Modify `.agent/scripts/extract_skills.js` to whitelist `!gsd-*/` in the generated `.gitignore` so Phase planning and GSD execution tools successfully persist to git.
-
-### the agent's Discretion
-- The method of Python virtual environment detection vs global python is left to the agent, though leveraging `AGENT_PYTHON_PATH` if specified is preferred.
-
-
-
-## Canonical References
-
-**Downstream agents MUST read these before planning or implementing.**
-
-### Zero Pollution Scripts
-- `bootstrap.bat`
-- `bootstrap.sh`
-- `.agent/scripts/sync_vendors.bat`
-- `.agent/scripts/sync_vendors.sh`
-- `.agent/scripts/extract_skills.js`
-
-
-
-
-## Specific Ideas
-- The `npx get-shit-done-cc --antigravity --local` command must be run relative to the project root or precisely routed, otherwise GSD commands won't appear sequentially.
-
-
-
-
-## Deferred Ideas
-None — PRD covers phase scope.
-
-
----
-
-*Phase: 01-zero-pollution-pipeline-stabilization*
-*Context gathered: 2026-03-30 via PRD Express Path*
diff --git a/.planning/phases/01-zero-pollution-pipeline-stabilization/01-PLAN.md b/.planning/phases/01-zero-pollution-pipeline-stabilization/01-PLAN.md
deleted file mode 100644
index 3964555..0000000
--- a/.planning/phases/01-zero-pollution-pipeline-stabilization/01-PLAN.md
+++ /dev/null
@@ -1,143 +0,0 @@
----
-wave: 1
-depends_on: []
-files_modified:
- - ".agent/scripts/sync_vendors.bat"
- - ".agent/scripts/sync_vendors.sh"
- - ".agent/scripts/extract_skills.js"
- - "bootstrap.bat"
- - "bootstrap.sh"
-autonomous: true
----
-
-# Phase 1: Zero-Pollution Pipeline Stabilization
-
-## Objective
-Fix the Master-Satellite synchronization pipeline to natively extract GSD skills, UI data, and Python MCP dependencies so that satellite repositories bootstrap via zero-click.
-
-## Verification Criteria
-- [ ] Running `bootstrap.bat` attempts to install Python `requirements.txt` targets (`browser_use`, `claude-mem`).
-- [ ] Running `sync_vendors.bat` successfully runs `get-shit-done-cc` generator and Git tracks `.agent/skills/gsd-*/` and `.agent/get-shit-done/`.
-- [ ] `extract_skills.js` generated `.gitignore` whitelists `!gsd-*/`.
-
-## must_haves
-- [ ] `sync_vendors.bat` and `sync_vendors.sh` must execute `npm install`, `npx uipro update` and `npx get-shit-done-cc --antigravity --local`.
-- [ ] `bootstrap.bat` and `bootstrap.sh` must execute `pip install -r requirements.txt` for Python components if Python env exists.
-- [ ] GSD execution binaries and folders must be tracked via `git add .agent/get-shit-done/`.
-
----
-
-
-
-- .agent/scripts/sync_vendors.bat
-- .agent/scripts/sync_vendors.sh
-
-
-Add the local GSD extraction and uipro updating mechanism directly inside `sync_vendors.bat` and `sync_vendors.sh`.
-For the bash script (`sync_vendors.sh`), under step `[2/5] 패키지 업데이트 및 GSD, UI-UX-PRO-MAX 동기화...`:
-Add:
-```bash
-cd .agent/env
-npm install
-npm update get-shit-done-cc uipro-cli
-npx uipro update
-npx get-shit-done-cc --antigravity --local
-cd ../..
-```
-For the batch script (`sync_vendors.bat`), under a new step for package updates:
-Add:
-```bat
-cd .agent\env
-call npm install
-call npm update get-shit-done-cc uipro-cli
-call npx uipro update
-call npx get-shit-done-cc --antigravity --local
-cd ..\..
-```
-Also, change the git commit logic to track GSD:
-Change `git add .agent/vendor/ .agent/skills/ .gitmodules` to `git add .agent/vendor/ .agent/skills/ .agent/get-shit-done/ .gitmodules`
-
-
-`grep "npx get-shit-done-cc --antigravity --local" .agent/scripts/sync_vendors.bat` exits 0.
-`grep "git add" .agent/scripts/sync_vendors.bat | grep ".agent/get-shit-done/"` exits 0.
-`grep "npx get-shit-done-cc --antigravity --local" .agent/scripts/sync_vendors.sh` exits 0.
-`grep "git add" .agent/scripts/sync_vendors.sh | grep ".agent/get-shit-done/"` exits 0.
-
-
-
-
-
-- .agent/scripts/extract_skills.js
-
-
-Modify `extract_skills.js` to whitelist `gsd-*/` skill folders in the generated `.gitignore`.
-Find `const gitignoreContent = [` and add `'!gsd-*/',` below `'!mini-swe/',`.
-
-
-`grep "!gsd-\*/" .agent/scripts/extract_skills.js` exits 0.
-
-
-
-
-
-- bootstrap.bat
-
-
-Add Python MCP auto-setup logic to `bootstrap.bat` right after the node dependencies step.
-Add:
-```bat
-echo [4/5] Checking and Installing Python MCP Dependencies...
-if defined AGENT_PYTHON_PATH (
- echo -^> Using AGENT_PYTHON_PATH: %AGENT_PYTHON_PATH%
- if exist ".agent\vendor\browser_use\requirements.txt" (
- "%AGENT_PYTHON_PATH%" -m pip install -r ".agent\vendor\browser_use\requirements.txt"
- )
- if exist ".agent\services\claude-mem\requirements.txt" (
- "%AGENT_PYTHON_PATH%" -m pip install -r ".agent\services\claude-mem\requirements.txt"
- )
- if exist ".agent\services\mini-swe\requirements.txt" (
- "%AGENT_PYTHON_PATH%" -m pip install -r ".agent\services\mini-swe\requirements.txt"
- )
-) else (
- echo -^> Warning: AGENT_PYTHON_PATH is not defined. Skipping Python dependencies installation.
-)
-```
-Update the final step text `[4/4]` to `[5/5]` appropriately.
-
-
-`grep "AGENT_PYTHON_PATH" bootstrap.bat` exits 0.
-`grep "pip install -r" bootstrap.bat` exits 0.
-
-
-
-
-
-- bootstrap.sh
-
-
-Add Python MCP auto-setup logic to `bootstrap.sh` right after the node dependencies step.
-Add:
-```bash
-echo "[4/5] Checking and Installing Python MCP Dependencies..."
-if [ -n "$AGENT_PYTHON_PATH" ]; then
- echo " -> Using AGENT_PYTHON_PATH: $AGENT_PYTHON_PATH"
- if [ -f ".agent/vendor/browser_use/requirements.txt" ]; then
- "$AGENT_PYTHON_PATH" -m pip install -r ".agent/vendor/browser_use/requirements.txt"
- fi
- if [ -f ".agent/services/claude-mem/requirements.txt" ]; then
- "$AGENT_PYTHON_PATH" -m pip install -r ".agent/services/claude-mem/requirements.txt"
- fi
- if [ -f ".agent/services/mini-swe/requirements.txt" ]; then
- "$AGENT_PYTHON_PATH" -m pip install -r ".agent/services/mini-swe/requirements.txt"
- fi
-else
- echo " -> Warning: AGENT_PYTHON_PATH is not defined. Skipping Python dependencies installation."
-fi
-```
-Update the final step text `[4/4]` to `[5/5]` appropriately.
-
-
-`grep "AGENT_PYTHON_PATH" bootstrap.sh` exits 0.
-`grep "pip install -r" bootstrap.sh` exits 0.
-
-