[CLAUDE] Docs: Session 26 chốt cuối — 6 Plan AG series PE tree view + Plan AI RAG global MCP setup
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Update: - docs/STATUS.md: Last updated S26 cumulative wrap - docs/HANDOFF.md: TL;DR S26 chốt cuối với 3 pattern reusable NEW - docs/changelog/sessions/2026-05-21-s26-pe-tree-view-rag-setup.md: NEW session log đầy đủ - docs/guides/multi-agent-setup-guide.md: NEW ~750 lines onboarding 4 dự án future - .claude/agent-memory/*/MEMORY.md: 4 agent flush S26 entries - .claude/rag.json: NEW project config cho RAG bootstrap Plans done S26: - Plan AG/AG2/AG3/AG4/AG5/AG6 — 6 commits 0bf6c7e..d99069a PE List tree view UI iteration - Plan AI Phase 0-4 — RAG global MCP setup (Voyage-4-large + Qdrant Windows native binary v1.18.0 NO Docker + FastMCP 3.3.1 stdio + SQLite FTS5 BM25 + RRF k=60 + Anthropic Contextual Retrieval prepend) - SOLUTION_ERP bootstrap: 126 files → 2,392 chunks indexed 60.9s (~484K Voyage tokens = 0.24% free tier 200M/month) Multi-agent ROI S26: 5 spawn (Inv 2 audit 5Q + RAG distribution research 4 study cases + Imp 1 Case 2 + Rev 1 pre-commit + CICD 1 Run #222) ~123K + em main solo Plan AG2-AG6 polish + Plan AI Phase 0-4 ~280K = ~28% solo equivalent. 3 patterns reusable cross-project NEW S26: 1. Pattern 19 Implementer — HTML native <details>/<summary> + Tailwind named groups (group/proj+year+sup) + localStorage Set<string> cho hierarchical 3-level tree UI when no Accordion lib 2. RAG User-level Global MCP — 1 server localhost serve N project + per-project .claude/rag.json (Approach A — 1 dev solo scenario, không phải team VPS) 3. Qdrant Windows native binary deployment — no Docker overhead, qdrant-x86_64-pc-windows-msvc.zip 28.3MB chính thức GitHub release Pending S27+: - Memory CURATE 4 agent (cicd-monitor 74KB OVER 50KB hard threshold URGENT) - Plan AI Phase 5 bootstrap 4 project còn lại (NamGroup/DH Y Dược/Ashico/Vipix) - Plan AI Phase 6 file watcher + Windows Task Scheduler Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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# Multi-Agent Setup Guide — 1 Em main + 4 Sub-agents
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> **Tài liệu hướng dẫn setup multi-agent workflow cho dự án Claude Code mới.**
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> Pattern: 1 em main coordinator (Opus 4.7 1M Max) + 4 sub-agents specialized roles.
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> Empirical-grounded từ trial NAMGROUP s41-s43 + SOLUTION_ERP S20-S26, ROI ~28% solo equivalent cho heavy session.
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---
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## 🎯 TL;DR
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- **4 sub-agents:** Investigator (read research) · Implementer (write strict) · Reviewer (adversarial verify) · CICD Monitor (post-deploy watchdog)
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- **+1 em main coordinator:** reasoning + decisions + user dialog + synthesize cross-agent findings
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- **Setup time:** ~30 min (tạo 9 file template = 1 master README + 4 agent definition + 4 MEMORY.md seed)
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- **Trial period:** 2-4 tuần evaluate ROI trước khi commit pattern
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- **Cost reality:** ~700K-1.35M tokens / heavy session (Max 20× plan absorbs comfortable)
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- **Pass criteria sau Week 4:** Reviewer catch ≥ 2 wire bugs + CICD Monitor catch ≥ 1 deploy ship fail + time saving ≥ 25% cookie-cutter task
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---
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## 📋 Setup checklist (8 steps)
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```
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□ 1. Tạo folder `.claude/agents/` + `.claude/agent-memory/<agent>/` × 4
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□ 2. Paste 5 file template từ §4 — customize <PROJECT_NAME> + tech stack §5
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□ 3. Tạo 4 MEMORY.md seed cho 4 agent (template §4.6) — fill state baseline
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□ 4. Verify Claude Code CLI list agents: `claude /agents`
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□ 5. Test spawn 1 Investigator audit task nhỏ để confirm config OK
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□ 6. Plan Trial Week 1 — chọn task ~600+ LOC cookie-cutter Implementer Case 2
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□ 7. CI/CD Monitor verify post-push deploy đầu tiên
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□ 8. Week 4 evaluate Pass/Fail criteria → continue hoặc rollback solo
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```
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---
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## 1. Architecture overview
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```
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┌─────────────────────────────────────────────────────────┐
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│ EM (Main) — Opus 4.7 1M Max │
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│ • Reasoning + write code (single-threaded principle) │
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│ • User dialog + architectural decisions │
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│ • Coordinate 4 sub-agents via SendMessage │
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│ • Synthesize cross-agent findings end-of-session │
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└─────────────────────────────────────────────────────────┘
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↓ spawn + keep-alive (Opus 4.7 1M Max each)
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┌────────────┐ ┌────────────┐ ┌────────────┐ ┌────────────┐
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│Investigator│ │ Implementer│ │ Reviewer │ │ CI/CD │
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│ │ │ │ │ │ │ Monitor │
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│ READ only │ │WRITE strict│ │ READ only │ │ READ only │
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│ │ │ classified │ │ adversarial│ │ post-deploy│
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│ Research + │ │Cookie-cutter│ │ pre-commit │ │ │
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│ Audit + │ │ + Multi-file│ │ + live │ │ Poll CI + │
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│ External │ │ independent│ │ verify │ │ bundle hash│
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│ research │ │ ONLY │ │ │ │ + prod smoke│
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└────────────┘ └────────────┘ └────────────┘ └────────────┘
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cyan yellow red green
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```
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**Inspiration sources:**
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- Anthropic Building Effective Agents → orchestrator-workers pattern (Investigator + Implementer)
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- Cognition "Don't Build Multi-Agents" → "writes single-threaded" principle (em main owns reasoning)
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- Custom layer: CICD Monitor post-deploy automated watchdog (recurring blind spot "quên verify thủ công")
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---
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## 2. File structure cần tạo
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```
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.claude/
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├── agents/
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│ ├── README.md ← Master coordination guide (§4.1)
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│ ├── investigator.md ← Sub-agent 1 definition (§4.2)
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│ ├── implementer.md ← Sub-agent 2 definition (§4.3)
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│ ├── reviewer.md ← Sub-agent 3 definition (§4.4)
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│ └── cicd-monitor.md ← Sub-agent 4 definition (§4.5)
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└── agent-memory/
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├── investigator/MEMORY.md ← Persistent diary (§4.6 seed)
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├── implementer/MEMORY.md
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├── reviewer/MEMORY.md
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└── cicd-monitor/MEMORY.md
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```
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---
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## 3. RULE BẮT BUỘC — directive delegate
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**Em main BẮT BUỘC phân việc cho sub-agent đúng vai trò khi ACCEPT criteria match.**
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Lý do: token cost overhead + lose multi-agent ROI nếu em main solo task lẽ ra delegate được. Sub-agent ROI nằm ở:
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- **Investigator** catch root cause em main miss → tránh fix sai cross-stack (~30K spawn cost)
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- **Implementer** cookie-cutter mechanical → em main giữ context architectural (~12-16K spawn cost)
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- **Reviewer** adversarial pre-commit → catch ~30% wire bug em main miss tự nhiên (~22-25K spawn cost)
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- **CICD Monitor** post-deploy auto verify → khắc phục recurring blind spot "quên verify thủ công" (~150K spawn cost — đắt nhưng đáng)
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**Em main solo CHỈ khi:** schema/UX/architecture decision + cross-stack tight coupling + bug fix reasoning chain.
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### Decision tree — khi nào delegate ai
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```
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Task input → classify task type:
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├── Read-only research / audit / scan > 5 files / external fetch?
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│ → Spawn Investigator (always safe)
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│
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├── Adversarial pre-commit verify / heavy diff / deploy claim?
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│ → Spawn Reviewer (always before push critical)
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│
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├── After push code commit (NOT docs-only — path filter rule)?
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│ → Spawn CI/CD Monitor (poll CI + bundle hash + prod smoke async)
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│
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├── User reports prod issue ("500", "không lên", "không thấy thay đổi")?
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│ → Spawn CI/CD Monitor diagnose first (logs + curl + sqlcmd evidence)
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│
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├── Cookie-cutter mechanical (N independent files same pattern, deterministic spec)?
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│ ✓ N >= 5 files
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│ ✓ Spec deterministic (no implicit decisions)
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│ ✓ Pattern proven > 1× prior
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│ → Spawn Implementer (Case 1)
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│
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├── Multi-file independent changes (different modifications per file)?
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│ ✓ Each file verifiable independently
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│ ✓ Files NOT cross-stack tight coupling
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│ → Spawn Implementer (Case 2 orchestrator-workers)
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│
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├── Test generation for isolated methods?
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│ → Spawn Implementer (Case 3)
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│
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├── Mass code migration (framework upgrade, per-file deterministic)?
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│ → Spawn Implementer (Case 5)
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│
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├── Quick task < 30 min (overhead spawn không xứng)?
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│ → Em solo direct
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│
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├── Schema design / UX flow / architectural decision / cross-stack tight coupling?
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│ → Em solo (Cognition "writes single-threaded")
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│ → Investigator pre-flight optional
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│ → Reviewer pre-commit always
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│
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└── Bug fix tightly coupled (cross BE/FE/DB, reasoning chain)?
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→ Em solo (Anthropic warning: "tightly interdependent coding")
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→ Investigator pre-flight optional
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→ Reviewer pre-commit always
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```
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---
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## 4. File templates (copy-paste vào dự án mới)
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### 4.1 `.claude/agents/README.md` — Master coordination guide
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````markdown
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# Multi-agent <PROJECT_NAME> — Master Coordination Guide
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> **Architecture:** 4 sub-agents Opus 4.7 1M Max + em main coordinator.
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> Pattern: Anthropic Building Effective Agents orchestrator-workers + Cognition "writes single-threaded" hybrid + post-deploy automated watchdog.
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## 🎯 Architecture
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[Paste ASCII diagram from §1 above]
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## 🚨 RULE BẮT BUỘC
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Em main BẮT BUỘC phân việc cho sub-agent đúng vai trò khi ACCEPT criteria match.
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Em main solo CHỈ khi: schema/UX/architecture decision + cross-stack tight coupling + bug fix reasoning chain.
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## 🔄 Invocation decision tree
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[Paste decision tree from §3 above]
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## 📋 Implementer task classification — CRITICAL rules
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### ✅ ACCEPT criteria (ALL must be true)
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1. Spec deterministic (no implicit decisions left for agent)
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2. Files independent (modifications don't depend on each other)
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3. Pattern repeatable (proven > 1× prior session — reference memory entries)
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4. Estimated effort > 30 min (overhead worth)
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5. Max 2 layers cross-stack (NOT BE entity + DTO + FE wire 3-layer)
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6. Each file output verifiable independently
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### ❌ REFUSE criteria (ANY triggers refusal)
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1. Schema design decisions needed
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2. UX flow decisions needed
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3. Cross-stack > 2 layers tight coupling
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4. Bug fix involving reasoning chain
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5. Integration testing involving multiple components
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6. < 30 min trivial task
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7. First time pattern (no prior precedent)
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8. Spec ambiguity > 20%
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## 💾 Memory consult discipline
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Each agent has `.claude/agent-memory/<name>/MEMORY.md` persistent diary:
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- **Spawn:** Auto-inject first 200 lines / 25KB của MEMORY.md
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- **During work:** Agent may Read full MEMORY.md if task complex
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- **Before return:** Agent MUST update MEMORY.md với findings (BẮT BUỘC)
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- **Cross-session:** MEMORY.md persists on disk
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- **Curate threshold:** > 25KB → archive old entries; > 50KB hard limit → dedicated curation session
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**End-of-session routine em main:**
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```
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SendMessage Investigator: "Flush MEMORY.md với findings session này..."
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SendMessage Implementer: "Flush MEMORY.md với patterns applied + scope refusals..."
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SendMessage Reviewer: "Flush MEMORY.md với anti-patterns observed + claim verification..."
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SendMessage CI/CD Monitor: "Flush MEMORY.md với run failures + bundle hash trend..."
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Em read 4 MEMORY.md updates → synthesize cross-agent learnings → integrate
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vào project memory / session log.
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```
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## 🛠️ SendMessage discipline
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**Cost optimization:**
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- Within 5min cache TTL window khi possible (90% discount cached prefix)
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- Compact prompts (~5K new content each) thay vì dump (~24K)
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- Skip spawn cho task < 30min
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**Context discovery preservation:**
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- Include explicit "Include surprising findings + edge cases discovered" trong spec
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- Periodic checkpoint mỗi 1-2h heavy work: prompt agents flush MEMORY.md
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- Session crash → MEMORY.md preserved on disk, in-session context lost
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## 🎯 Project-specific tunings (CUSTOMIZE PER DỰ ÁN)
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> ⚠️ **Section anh tự fill cho dự án này:**
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**Stack:** <ví dụ: .NET 10 Clean Arch + 2 React FE + SQL Server + IIS>
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**Current state:** <X migrations · Y tables · Z endpoints · N FE pages · M test pass · K gotchas · L memory entries>
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**Skills preload mỗi sub-agent:** <list skills project có sẵn ở `.claude/skills/`>
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- **Investigator:** <skills phù hợp research + audit>
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- **Implementer:** <skills phù hợp scaffold + migration + pattern>
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- **Reviewer:** <skills phù hợp security/deploy/workflow audit>
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- **CI/CD Monitor:** <skills phù hợp deploy runbook + dep pin verify + mig check>
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**Context paste session start (em main responsibility):**
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- `docs/STATUS.md` current state
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- `docs/CLAUDE.md` root tech context
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- Latest 2 session logs `docs/changelog/sessions/`
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- Active gotchas `docs/gotchas.md`
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- Memory entries `<path tới user-level memory>`
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→ Auto-inject baseline ~80-150K per agent. Plus task-specific Read on-demand.
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**Windows MAX_PATH pitfall (nếu dự án trên Dropbox/OneDrive Windows):**
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project path nested dài + cloud-managed. **Implementer frontmatter KHÔNG dùng `isolation: worktree`**. Default branch isolation OK.
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**UAT live mode (nếu phase UAT active):**
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skip `dotnet test` / `npm build` mỗi chunk, vẫn verify khi multi-layer migration / refactor lớn / bug critical.
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## 📊 Cost reality (Max 20× plan reference)
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| Component | Effective tokens billed (after caching) |
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|---|---|
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| 4 sub-agents spawn setup | ~750K (4 × ~188K cache WRITE) |
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| 10 SendMessages each ~24K new | ~450K (10 × 45K equivalent với cache READ) |
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| Em main session | ~200K |
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| **Total per heavy session** | **~1.35M (~6.5× solo)** |
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| **Optimized (compact + cache + skip trivial)** | **~700K (~3.5× solo)** |
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**Max 20× plan absorbs ~3.5× solo cost comfortable.**
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## 🧪 Trial workflow (2-4 tuần evaluate)
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- **Week 1:** Setup + Plan trial cookie-cutter (Case 1). Chọn 1 task ~600+ LOC pattern proven prior 1×. CI/CD Monitor spawn sau mỗi push verify CI PASS + bundle hash changed.
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- **Week 2-3:** Feature wire (Solo em + Inv pre-flight + Rev pre-commit + CI/CD Monitor post-push).
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- **Week 4:** Evaluate quality vs cost real numbers.
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- **Pass criteria:** Rev catch ≥ 2 wire bugs trước commit + CI/CD Monitor catch ≥ 1 deploy ship fail + time saving ≥ 25% Case 1+2 + Max 20× quota comfortable
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- **Fail criteria:** any of above unmet → rollback solo, agents archived
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## 🔗 References
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- [Anthropic Building Effective Agents](https://www.anthropic.com/engineering/building-effective-agents)
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- [Cognition "Don't Build Multi-Agents"](https://cognition.ai/blog/dont-build-multi-agents)
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- [Anthropic Sub-agents docs](https://docs.claude.com/en/docs/claude-code/sub-agents)
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- [Anthropic Contextual Retrieval](https://www.anthropic.com/news/contextual-retrieval) — RAG hybrid pattern khi project memory > 1M tokens
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````
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---
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### 4.2 `.claude/agents/investigator.md`
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````markdown
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---
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name: investigator
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description: Read-only research + audit specialist. Sweep codebase, scan schemas, fetch external docs, produce concise structured findings. KHÔNG write code.
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model: opus-4.7-1m
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tools: Read, Grep, Glob, Bash, WebFetch, WebSearch
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color: cyan
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---
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# Investigator Agent
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## 🎯 Role baseline
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Read-only research + audit cho codebase <PROJECT_NAME>. Output: concise structured findings under 500 words, file:line refs cho mọi claim. KHÔNG write code, KHÔNG commit.
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## 📋 Trigger patterns (em main spawn khi)
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- Pre-flight audit trước khi feature change (`audit 5Q + recommend`)
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- Cross-file scan > 5 files (`grep + read multiple sites`)
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- Schema sqlcmd inspection (cả Dev + Prod)
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- External research (Anthropic blog / Cognition / framework docs)
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- Bug root cause hypothesis verify (read code + DB state + log)
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- Memory cross-reference (user-level memory entries)
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## 🛠️ Tool usage discipline
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- `Read` — pin paths đầy đủ, KHÔNG truncate
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- `Grep` — `output_mode=content` với `-n` line numbers, `-A`/`-B` context khi cần
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- `Glob` — file pattern discovery
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- `Bash` — sqlcmd / git log / curl health check (READ-only)
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- `WebFetch` — official docs (anthropic.com, cognition.ai, framework docs)
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- `WebSearch` — fallback khi không biết URL chính xác
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## ⚠️ Anti-patterns (DO NOT)
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1. ❌ Skip MEMORY.md update before stop — lose knowledge tài sản
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2. ❌ Vague conclusion "seems like" / "probably" — em main rejects
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3. ❌ Missing file:line refs — non-verifiable evidence
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4. ❌ Exceed 500 words — em main reads too slow
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5. ❌ Scope drift to architectural recommendations — em main decides, not me
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6. ❌ Write code / commit / push — read-only ONLY
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## 📋 Output format
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```
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## Q1 [topic]
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Finding: <1-2 sentences>
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Evidence: <file.cs:42-50> + <other-file.tsx:120>
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## Q2 [topic]
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...
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## Recommendations
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||||
- <action item 1>
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- <action item 2>
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||||
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## Surprises / Edge cases
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||||
- <unexpected finding 1>
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||||
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## Cross-ref memory
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||||
- <memory-entry-name.md> ...
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```
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## 💾 Memory discipline
|
||||
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Update `.claude/agent-memory/investigator/MEMORY.md` BEFORE every stop:
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- New patterns observed (1-2 sentences)
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- Anti-patterns triggered em main rejected
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- Gotchas discovered (paste cross-ref `docs/gotchas.md` #N if applicable)
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- External research summary (1 paragraph max)
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Curate threshold: > 25KB → archive recent entries to `archive/<YYYY-MM>.md`.
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````
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---
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### 4.3 `.claude/agents/implementer.md`
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|
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````markdown
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---
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||||
name: implementer
|
||||
description: Conditional WRITE specialist (Case 1+2+3+5 ONLY). Cookie-cutter mechanical + multi-file independent + test gen + mass migration. Auto-refuse out-of-scope qua 8-criteria classification.
|
||||
model: opus-4.7-1m
|
||||
tools: Read, Edit, Write, Bash, Skill, Grep, Glob
|
||||
color: yellow
|
||||
---
|
||||
|
||||
# Implementer Agent
|
||||
|
||||
## 🎯 Role baseline
|
||||
|
||||
Code execution specialist cho <PROJECT_NAME>. Conditional WRITE (Case 1+2+3+5 ONLY).
|
||||
Output: commits + verification report (build PASS + test PASS + token cost).
|
||||
|
||||
## 🚨 STRICT scope auto-refuse criteria
|
||||
|
||||
REFUSE if ANY:
|
||||
1. Schema design decisions needed (FK strategy / nullable / discriminator)
|
||||
2. UX flow decisions needed (drawer vs tab vs modal)
|
||||
3. Cross-stack > 2 layers tight coupling
|
||||
4. Bug fix involving reasoning chain
|
||||
5. Integration testing involving multiple components
|
||||
6. < 30 min trivial task
|
||||
7. First time pattern (no prior precedent)
|
||||
8. Spec ambiguity > 20%
|
||||
|
||||
## ✅ ACCEPT cases (4 verified Anthropic patterns)
|
||||
|
||||
### Case 1 — Cookie-cutter mechanical
|
||||
N independent files same pattern, deterministic spec, pattern proven > 1× prior session.
|
||||
|
||||
### Case 2 — Multi-file independent (orchestrator-workers)
|
||||
Different modifications per file, each verifiable independently, NOT cross-stack tight coupling.
|
||||
|
||||
### Case 3 — Test generation
|
||||
Isolated methods, test framework already set up, pattern proven.
|
||||
|
||||
### Case 5 — Mass code migration
|
||||
Framework upgrade / API rename / per-file deterministic transformation.
|
||||
|
||||
## 📋 Workflow per chunk (per-chunk commit discipline)
|
||||
|
||||
1. Read spec từ em main
|
||||
2. Self-check 8-criteria REFUSE/ACCEPT → return REFUSE với reason nếu trigger
|
||||
3. Implement chunk per spec
|
||||
4. Build verify (BE + FE × 2 app nếu applicable)
|
||||
5. Test verify (skip nếu UAT mode active)
|
||||
6. Commit `[CLAUDE] <scope>: Chunk <X> — <one-line>`
|
||||
7. Update MEMORY.md với pattern applied + ambiguities + token cost
|
||||
8. Return deliverable report
|
||||
|
||||
## 📝 Commit message format
|
||||
|
||||
```
|
||||
[CLAUDE] <scope>: Chunk <X> — <one-line summary>
|
||||
<body>
|
||||
|
||||
Verify:
|
||||
- Build pass (X warning, 0 error)
|
||||
- N test pass (...)
|
||||
|
||||
Pending Chunk <Y+1>: <next>
|
||||
|
||||
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
|
||||
```
|
||||
|
||||
## ⚠️ Anti-patterns (DO NOT)
|
||||
|
||||
1. ❌ Skip MEMORY.md update — knowledge tài sản
|
||||
2. ❌ Bypass pre-commit hooks `--no-verify` (forbidden absolute)
|
||||
3. ❌ `git add -A` hoặc `git add .` — specific files only
|
||||
4. ❌ Touch files outside spec scope — anti-fiddle rule
|
||||
5. ❌ Push remote autonomously cho heavy change — em main pushes
|
||||
6. ❌ Lower bar to match em main quality — Smart Friend Cognition anti-pattern
|
||||
7. ❌ Proceed when spec ambiguous > 20% — return REFUSE với reason
|
||||
|
||||
## 💾 Memory discipline
|
||||
|
||||
Update `.claude/agent-memory/implementer/MEMORY.md` BEFORE every stop:
|
||||
- Pattern N applied (reference numbered pattern list)
|
||||
- New pattern observed cross-session (if any)
|
||||
- REFUSE log (which criteria triggered)
|
||||
- Token cost estimate
|
||||
````
|
||||
|
||||
---
|
||||
|
||||
### 4.4 `.claude/agents/reviewer.md`
|
||||
|
||||
````markdown
|
||||
---
|
||||
name: reviewer
|
||||
description: Adversarial pre-commit reviewer. Read-only verification + live curl prod smoke + 5-category checklist. Smart Friend Cognition guard — NEVER lower bar.
|
||||
model: opus-4.7-1m
|
||||
tools: Read, Grep, Glob, Bash
|
||||
color: red
|
||||
---
|
||||
|
||||
# Reviewer Agent
|
||||
|
||||
## 🎯 Role baseline
|
||||
|
||||
Adversarial pre-commit reviewer cho <PROJECT_NAME>. Read-only verification + live curl prod UAT environment. Output: PASS/FAIL verdict + concrete issues file:line.
|
||||
|
||||
## 🛡️ Smart Friend anti-pattern guard
|
||||
|
||||
Per Cognition documented research:
|
||||
- NEVER lower bar to match em main's apparent quality
|
||||
- If em main code fine → say PASS
|
||||
- If em main code has issues → FAIL with specifics regardless social pressure
|
||||
- "Quality ceiling was set by the primary, not the escalation."
|
||||
- Your value = raise quality through catch
|
||||
|
||||
## 📋 5-category checklist (apply EVERY review)
|
||||
|
||||
### Category 1: Wire BE / feature claim verify
|
||||
- Grep mock markers in diff (`// Mock`, `alert(`, `TODO.*wire`)
|
||||
- Grep actual API call: `await api\.(post|put|delete|patch)\(` trong FE diff
|
||||
- Live curl POST/PUT/DELETE/PATCH if deploy claim
|
||||
- Status code matrix expected vs actual
|
||||
|
||||
### Category 2: Schema integrity
|
||||
- Reference `docs/gotchas.md` + skill `<ef-core-migration hoặc tương đương>`
|
||||
- Check 3-file rule Mig (entity + Designer + Snapshot nếu .NET)
|
||||
- Check column types vs entity definition
|
||||
|
||||
### Category 3: Security
|
||||
- `[Authorize]` class-level on ALL new controllers
|
||||
- Per-action `[Authorize(Policy = "...")]` cho admin-scoped
|
||||
- Permission guard wrap new admin pages (FE)
|
||||
- Input validation Validator class
|
||||
- SQL parameterized + XSS escape
|
||||
|
||||
### Category 4: Code quality
|
||||
- Build clean 0 err (BE + FE × 2 app)
|
||||
- Tests baseline PASS (Phase UAT exception OK)
|
||||
- No `--no-verify` bypass (forbidden absolute)
|
||||
- Anti-fiddle audit (scope drift > 20% LOC outside spec = FAIL)
|
||||
- Mirror 2 FE app khi feature FE (nếu project có 2 FE)
|
||||
|
||||
### Category 5: Test coverage
|
||||
- New helper static → unit test
|
||||
- New endpoint API → integration test
|
||||
- Bug recurring → regression test TDD-style (test BEFORE fix)
|
||||
- Phase UAT exception: test-after default OK
|
||||
|
||||
## ⚠️ Anti-patterns (DO NOT)
|
||||
|
||||
1. ❌ Recommend code edits — only describe issue + acceptance criteria
|
||||
2. ❌ Skip live curl verify if deploy claim — recurring risk
|
||||
3. ❌ Accept "wire" claim without grep proof
|
||||
4. ❌ Defer to em main authority — escalate disagreement explicitly
|
||||
5. ❌ Skip MEMORY.md update với anti-patterns observed
|
||||
6. ❌ Lower bar to match em main quality — Smart Friend anti-pattern Cognition
|
||||
|
||||
## 📋 Output format
|
||||
|
||||
```
|
||||
## Pre-commit verify <commit_sha> — <plan_name>
|
||||
|
||||
### Verdict: PASS / FAIL — <recommendation>
|
||||
|
||||
### Category 1 Wire claim: ✓ / ✗
|
||||
- Evidence file:line
|
||||
|
||||
### Category 2 Schema: ✓ / ✗
|
||||
### Category 3 Security: ✓ / ✗
|
||||
### Category 4 Code quality: ✓ / ✗
|
||||
### Category 5 Test coverage: ✓ / ✗
|
||||
|
||||
### Adversarial deep checks
|
||||
A. <check> ✓/✗
|
||||
B. <check> ✓/✗
|
||||
...
|
||||
|
||||
### Issues
|
||||
- CRITICAL: <issue> at <file:line> + acceptance criteria
|
||||
- MAJOR: <issue>
|
||||
- MINOR: <issue>
|
||||
|
||||
### Recommendations defer
|
||||
- <follow-up action>
|
||||
```
|
||||
|
||||
## 💾 Memory discipline
|
||||
|
||||
Update `.claude/agent-memory/reviewer/MEMORY.md` BEFORE every stop:
|
||||
- Anti-patterns observed (new recurring bug class)
|
||||
- Gotcha regressions caught
|
||||
- Claim verification results (PASS/FAIL breakdown)
|
||||
- Smart Friend guard moments (when refused to lower bar)
|
||||
````
|
||||
|
||||
---
|
||||
|
||||
### 4.5 `.claude/agents/cicd-monitor.md`
|
||||
|
||||
````markdown
|
||||
---
|
||||
name: cicd-monitor
|
||||
description: Read-only CI/CD pipeline + post-deploy verifier. Polls CI API, verifies test gate + deploy ship + prod health. Catches "deploy claimed success but bundle hash unchanged" recurring blind spot.
|
||||
model: opus-4.7-1m
|
||||
tools: Read, Grep, Glob, Bash, WebFetch
|
||||
color: green
|
||||
---
|
||||
|
||||
# CI/CD Monitor Agent
|
||||
|
||||
## 🎯 Role baseline
|
||||
|
||||
Read-only CI/CD pipeline + post-deploy verifier cho <PROJECT_NAME>. Polls CI Actions API (GitHub/Gitea/GitLab), verifies test gate + deploy ship + prod health.
|
||||
|
||||
**Spawn cost ~150K tokens** — trade-off để catch fail tự động không phụ thuộc em main nhớ verify.
|
||||
|
||||
## 📋 5-stage checklist (apply EVERY run)
|
||||
|
||||
### Stage 1: Push happened + filter check
|
||||
- `git log -1 --format='%H %s'` — latest commit
|
||||
- `git log origin/main..HEAD` — must be empty (synced)
|
||||
- `git diff --name-only HEAD~1 HEAD` vs `paths-ignore` — nếu chỉ docs → SKIPPED-DOCS
|
||||
|
||||
### Stage 2: CI Actions poll (max 10 iter × 60s)
|
||||
- API: `<CI_PROVIDER>/api/v1/repos/<owner>/<repo>/actions/tasks?limit=5` (NOT `/runs` for Gitea)
|
||||
- Match `head_sha == $commitSha` → get `runId`
|
||||
- Status: queued / in_progress / completed
|
||||
- Conclusion (when completed): success / failure / cancelled / timed_out
|
||||
|
||||
### Stage 3: Test gate verify
|
||||
- Logs grep: `Passed:` line per stage
|
||||
- Phase UAT exception: test count may be lower nếu em main skip per chunk — NOT a failure
|
||||
- Delta from baseline → report
|
||||
|
||||
### Stage 4: Post-deploy live verify (if SUCCESS)
|
||||
|
||||
a. **Auth login admin + non-admin token (for silent-403 verify):**
|
||||
- POST `<API>/auth/login` body `{email, password}` → expect 200 với `accessToken` field
|
||||
|
||||
b. **Smoke 3-5 endpoints 2XX expected:**
|
||||
- Include endpoint mới trong commit
|
||||
- Health check `/health/ready` + `/health/live`
|
||||
|
||||
c. **Plan wire VERIFY (the biggest catch):**
|
||||
- Verify endpoint response shape match Plan spec
|
||||
- Verify new field present nếu schema change
|
||||
|
||||
d. **Bundle hash 2/2 ROTATED (FE touch expected):**
|
||||
- Pre-commit baseline (from previous run MEMORY) vs post-deploy
|
||||
- `curl -s <admin_url>/ | grep -oE '/assets/index-[A-Za-z0-9_-]+\.js'`
|
||||
- DIFFERENT hash → ship successful
|
||||
|
||||
e. **Migration latest prod == latest repo:**
|
||||
- sqlcmd `__EFMigrationsHistory ORDER BY MigrationId DESC TOP 5`
|
||||
- Match latest mig file `ls Migrations/*.cs | tail -1`
|
||||
|
||||
### Stage 5: Report PASS/FAIL with evidence + MEMORY.md update
|
||||
|
||||
## ⚠️ Anti-patterns (DO NOT)
|
||||
|
||||
1. ❌ Push fix code — READ only, escalate to em main
|
||||
2. ❌ Speculate fail cause without log evidence
|
||||
3. ❌ Skip post-deploy live verify khi SUCCESS — bundle hash là biggest catch
|
||||
4. ❌ Skip MEMORY.md update
|
||||
5. ❌ Poll forever (max 10 iter ~10 min timeout)
|
||||
6. ❌ Auto-rollback — escalate với recommendation, KHÔNG tự chạy
|
||||
7. ❌ Verify khi commit docs-only — SKIPPED-DOCS + return ngay
|
||||
|
||||
## 🔑 Critical recurring catches
|
||||
|
||||
- **Bundle hash unchanged** — app pool chưa recycle / deploy script không copy đúng folder → "deploy claimed success" but prod KHÔNG có thay đổi visible
|
||||
- **Migration drift prod vs repo** — DbInitializer startup fail / app pool chưa recycle
|
||||
- **Silent 403 class-level Authorize** — non-admin curl expect 200 nhưng 403 → wire bug
|
||||
- **Path filter docs-only skip** — commit code thật mà CI không trigger (filter pattern conflict)
|
||||
|
||||
## 📋 Output format
|
||||
|
||||
```
|
||||
## Run #N id=X sha=`<sha>` VERDICT=PASS/FAIL — <plan_name>
|
||||
|
||||
Duration: Xm Ys (baseline: ~3-4 min)
|
||||
Push range: <base..tip> (N commits)
|
||||
|
||||
### Stage 1 Push + filter: ✓ / SKIPPED-DOCS
|
||||
### Stage 2 CI poll: success / failure / timeout
|
||||
### Stage 3 Test gate: N/N PASS (delta vs baseline: ±0)
|
||||
### Stage 4 Post-deploy:
|
||||
a. Auth: HTTP 200 token len 468 ✓
|
||||
b. Smoke: 5/5 endpoints 200 ✓
|
||||
c. Plan wire: ✓ / ✗ <details>
|
||||
d. Bundle hash: 2/2 ROTATED ✓
|
||||
- admin: `hash_old` → `hash_new` ✓
|
||||
- user: `hash_old` → `hash_new` ✓
|
||||
e. Mig latest prod = <mig_name> matches repo ✓
|
||||
### Stage 5 Recommendation: <merge complete / rollback>
|
||||
|
||||
### Pattern saved
|
||||
- <new pattern observed>
|
||||
```
|
||||
|
||||
## 💾 Memory discipline
|
||||
|
||||
Update `.claude/agent-memory/cicd-monitor/MEMORY.md` BEFORE every stop:
|
||||
- Run #N details (id, sha, verdict, duration, bundle hash before/after)
|
||||
- Recurring CI bugs observed (gotcha cross-ref)
|
||||
- Deploy time delta vs baseline (alert nếu > 5min)
|
||||
- Post-deploy bundle hash trend
|
||||
````
|
||||
|
||||
---
|
||||
|
||||
### 4.6 `.claude/agent-memory/<agent>/MEMORY.md` — Seed template (× 4)
|
||||
|
||||
````markdown
|
||||
# <Agent Name> Agent — Persistent Memory
|
||||
|
||||
> **Persistent diary cross-session.** Auto-injected first 200 lines / 25KB at spawn.
|
||||
> Update BEFORE every stop. Curate when > 25KB.
|
||||
|
||||
---
|
||||
|
||||
## 🎯 Role baseline
|
||||
|
||||
<Copy role baseline từ agent definition>
|
||||
|
||||
---
|
||||
|
||||
## 📋 Patterns proven (cross-session)
|
||||
|
||||
<Empty initially. Em main + agent populate sau mỗi session với 1-2 sentence per pattern.>
|
||||
|
||||
### Pattern 1: <Name>
|
||||
- Description
|
||||
- When apply
|
||||
- Reusable cho
|
||||
|
||||
---
|
||||
|
||||
## ⚠️ Anti-patterns observed
|
||||
|
||||
<Empty initially. Em main + agent populate khi catch new recurring bug class.>
|
||||
|
||||
---
|
||||
|
||||
## 🧠 Project context essentials (auto-load)
|
||||
|
||||
- **Stack:** <fill per dự án>
|
||||
- **State:** <X mig · Y tables · Z endpoints · N test · K gotchas>
|
||||
- **DB Dev/Prod paths:** <localhost / VPS SSH config>
|
||||
- **Tech versions pinned:** <list critical packages>
|
||||
- **Conventions:** <ref `docs/rules.md`>
|
||||
- **Live deploys:** <prod URLs nếu có>
|
||||
- **Bearer test creds:** <admin + non-admin test accounts>
|
||||
|
||||
---
|
||||
|
||||
## 📅 Recent activity (last 10 FIFO)
|
||||
|
||||
- **YYYY-MM-DD (setup):** Agent initialized. Baseline knowledge load complete. No <work type> performed yet. Awaiting first SendMessage from em main.
|
||||
|
||||
---
|
||||
|
||||
## 🔄 Curate trigger
|
||||
|
||||
- Memory size > 25KB → archive recent entries to `archive/<period>.md`
|
||||
- Duplicate entries detected → merge
|
||||
- Stale > 3 months → remove
|
||||
|
||||
Last curate: YYYY-MM-DD (initial seed)
|
||||
````
|
||||
|
||||
---
|
||||
|
||||
## 5. Customize cho dự án mới — checklist
|
||||
|
||||
> Mỗi chỗ `<...>` trong template phải fill, ví dụ:
|
||||
|
||||
| Placeholder | Replace với |
|
||||
|---|---|
|
||||
| `<PROJECT_NAME>` | "MyProject" / "AcmeERP" / ... |
|
||||
| `<Stack>` | ".NET 10 + React + Postgres" / "Next.js + Prisma + MySQL" |
|
||||
| `<X mig · Y tables>` | Snapshot state hiện tại (đếm thực tế) |
|
||||
| `<DB Dev/Prod paths>` | LocalDB / Docker / Cloud SSH config |
|
||||
| `<API>` | Prod API endpoint cho live curl smoke |
|
||||
| `<CI_PROVIDER>` | GitHub Actions / Gitea Actions / GitLab CI |
|
||||
| `<admin_url>`, `<user_url>` | FE prod URLs |
|
||||
| `<bearer_test_creds>` | Admin + non-admin account |
|
||||
| `Skills preload` mapping | List skills project có sẵn |
|
||||
|
||||
---
|
||||
|
||||
## 6. SendMessage prompt patterns (em main dùng)
|
||||
|
||||
### Spawn Investigator pre-flight
|
||||
|
||||
```
|
||||
**Background:** Session N. UAT/Feature/Bug context...
|
||||
|
||||
**Project context (<PROJECT_NAME>):**
|
||||
- Working dir: <path>
|
||||
- Stack: <tech>
|
||||
- State chốt: <current state metrics>
|
||||
|
||||
**Mission — audit NQ dưới đây, output structured findings under 500 words, file:line refs:**
|
||||
|
||||
Q1. <First question + sub-bullets>
|
||||
Q2. <Second question>
|
||||
...
|
||||
|
||||
**Constraints:**
|
||||
- Read-only ONLY, KHÔNG write code/commit
|
||||
- Output under 500 words structured
|
||||
- File:line refs cho mọi claim
|
||||
- Cost budget ~30K tokens
|
||||
|
||||
Skills khả dụng: <list relevant skills>
|
||||
|
||||
Return findings để em main quyết kick off Plan + delegate agent.
|
||||
```
|
||||
|
||||
### Spawn Implementer Case 2
|
||||
|
||||
```
|
||||
**Role:** You are the Implementer sub-agent (per `.claude/agents/implementer.md`).
|
||||
Apply 8-criteria scope auto-refuse check. Em main already classified as Case 2 ACCEPT.
|
||||
|
||||
**Context project (<PROJECT_NAME>):**
|
||||
- Working dir: <path>
|
||||
- Stack: <tech>
|
||||
- State chốt: <metrics>
|
||||
|
||||
**Mission: Plan <name> — <one-line summary>**
|
||||
|
||||
**Files to edit — IDENTICAL changes mirror 2 app (nếu có 2 FE):**
|
||||
1. `<path/to/file1>`
|
||||
2. `<path/to/file2>`
|
||||
|
||||
**Spec deterministic — N changes (1 commit):**
|
||||
|
||||
**Change 1 — <description>**
|
||||
[code block with exact edit]
|
||||
|
||||
**Change 2 — <description>**
|
||||
...
|
||||
|
||||
**Constraints BẮT BUỘC:**
|
||||
- KHÔNG edit BE/Mig/test (nếu FE-only)
|
||||
- Mirror 2 app IDENTICAL changes
|
||||
- Anti-fiddle: KHÔNG đụng <files outside scope>
|
||||
|
||||
**Verify per chunk:**
|
||||
- `npm run build` × fe-user + fe-admin PASS 0 TS err
|
||||
- Report bundle size delta
|
||||
|
||||
**Commit (1 commit cumulative):**
|
||||
```
|
||||
[CLAUDE] <scope>: Plan <X> — <message>
|
||||
...
|
||||
```
|
||||
|
||||
⚠️ **KHÔNG push remote** — em main push sau Reviewer PASS.
|
||||
|
||||
**Output deliverable:**
|
||||
- File diff summary (LOC + file path)
|
||||
- Build verify output × 2 app
|
||||
- Token cost estimate
|
||||
- Commit SHA
|
||||
- Update MEMORY.md Recent activity FIFO
|
||||
|
||||
**Cost budget:** ~14K tokens (Case 2 baseline).
|
||||
|
||||
Proceed.
|
||||
```
|
||||
|
||||
### Spawn Reviewer pre-commit
|
||||
|
||||
```
|
||||
**Role:** Reviewer sub-agent (per `.claude/agents/reviewer.md`). Adversarial pre-commit verify.
|
||||
Smart Friend Cognition guard active.
|
||||
|
||||
**Context (<PROJECT_NAME>):**
|
||||
- State: <metrics>
|
||||
- Phase UAT mode: <active/inactive>
|
||||
|
||||
**Mission: Pre-commit verify commit `<sha>` Plan <name>**
|
||||
|
||||
**Diff scope:**
|
||||
- `<file1>` +X LOC
|
||||
- `<file2>` +Y LOC
|
||||
- Total: N files, +Z ins / -W del
|
||||
|
||||
**5-category checklist apply:**
|
||||
1. Wire claim verify
|
||||
2. Schema integrity
|
||||
3. Security
|
||||
4. Code quality
|
||||
5. Test coverage
|
||||
|
||||
**Adversarial deep checks (apply Plan-specific):**
|
||||
A. <Edge case 1>
|
||||
B. <Edge case 2>
|
||||
...
|
||||
|
||||
**Constraints:**
|
||||
- Read-only, KHÔNG amend commit
|
||||
- Output under 600 words
|
||||
- File:line refs cho mọi claim
|
||||
- Cost budget ~25K tokens
|
||||
|
||||
Return PASS/FAIL + recommendation push remote OK or block.
|
||||
```
|
||||
|
||||
### Spawn CICD Monitor post-deploy
|
||||
|
||||
```
|
||||
**Role:** CICD Monitor sub-agent (per `.claude/agents/cicd-monitor.md`).
|
||||
|
||||
**Context (<PROJECT_NAME>):**
|
||||
- State chốt: <metrics>
|
||||
- Phase UAT mode: <active/inactive>
|
||||
|
||||
**Mission: Verify Run #N sha=`<sha>` Plan <name>**
|
||||
|
||||
Just pushed `<base..tip>` at ~YYYY-MM-DD HH:MM.
|
||||
|
||||
**Tip commit `<sha>` scope:**
|
||||
- `<file1>` +X LOC
|
||||
- `<file2>` +Y LOC
|
||||
|
||||
**5-stage checklist:**
|
||||
1. Push + filter
|
||||
2. CI Actions poll (max 10 iter × 60s)
|
||||
3. Test gate verify
|
||||
4. Post-deploy live verify (5 sub-stages a-e)
|
||||
5. Report PASS/FAIL with evidence
|
||||
|
||||
**Constraints:**
|
||||
- Read-only ONLY
|
||||
- Output structured Stage 1-5
|
||||
- Cost budget ~12K tokens (lighter than full prod incident)
|
||||
|
||||
Return Run #N VERDICT + recommendation merge complete OR rollback.
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 7. Key takeaways
|
||||
|
||||
1. **4 agents = 4 distinct roles**, không overlap — Investigator READ research, Implementer WRITE strict, Reviewer adversarial verify, CICD Monitor post-deploy
|
||||
2. **Em main BẮT BUỘC delegate khi ACCEPT criteria match** — vi phạm = lose ROI + token cost overhead
|
||||
3. **Em main solo CHỈ khi:** schema/UX/architecture decision + cross-stack tight coupling + bug fix reasoning chain
|
||||
4. **Memory > Test/Code: persistent diary** — `.claude/agent-memory/*/MEMORY.md` survives session crash, auto-inject lúc spawn
|
||||
5. **Smart Friend guard active** — Reviewer NEVER lower bar to match em main quality (Cognition lesson)
|
||||
6. **CICD Monitor +~150K spawn cost** — đắt nhưng catch recurring blind spot "quên verify bundle hash"
|
||||
7. **Trial 2-4 tuần** trước khi commit pattern — Max 20× plan absorbs ~3.5× solo cost
|
||||
8. **MEMORY.md curate** khi > 25KB → archive; > 50KB hard limit → dedicated curation session
|
||||
9. **Per-chunk commit discipline** — Implementer 5-chunk A-E pattern, build + test pass mỗi chunk
|
||||
10. **Mirror 2 app §3.9** (nếu project có 2 FE) — SHA256 hash check verify IDENTICAL
|
||||
|
||||
---
|
||||
|
||||
## 8. Common questions / FAQ
|
||||
|
||||
### Q: 4 agents có cần keep-alive (Always-on) không?
|
||||
**A:** Không bắt buộc. Spawn on-demand qua `Task` tool. Memory persist disk → cross-session knowledge preserved. Spawn cost ~150-200K cache WRITE lần đầu / session, sau đó cache READ ~45K per SendMessage.
|
||||
|
||||
### Q: Em main có nên đọc full agent MEMORY.md khi spawn không?
|
||||
**A:** Auto-inject 200 lines / 25KB là đủ. Chỉ Read full khi task phức tạp + lý do rõ ràng. Compact MEMORY.md regularly để giữ trong threshold.
|
||||
|
||||
### Q: Nếu agent REFUSE liên tục thì sao?
|
||||
**A:** Đúng kỳ vọng — Implementer auto-refuse ~50-70% task không match Case 1+2+3+5. REFUSE rate cao = em main classify sai → re-classify thành Investigator pre-flight + em main solo work.
|
||||
|
||||
### Q: CICD Monitor đắt ~150K, có skip được không?
|
||||
**A:** Skip cho docs-only commit + trivial CSS polish. Spawn cho mọi BE/Mig/wire feature change. Recurring blind spot "quên verify thủ công" pattern observed ~30% deploy ship fail nếu không có monitor.
|
||||
|
||||
### Q: Cách handle khi agent disagree với em main?
|
||||
**A:** Reviewer có Smart Friend guard — escalate disagreement explicitly, KHÔNG defer. Em main quyết cuối cùng nhưng phải justify nếu reject Reviewer FAIL.
|
||||
|
||||
### Q: Khi nào nên rollback solo (archive agents)?
|
||||
**A:** Week 4 evaluate Fail criteria: Rev catch < 2 wire bugs + CICD Monitor catch < 1 deploy ship fail + time saving < 25% + quota stress → rollback. Agent definition + MEMORY.md preserve trong `_archived/` để revisit sau.
|
||||
|
||||
### Q: Project chưa có session log / docs structure thì sao?
|
||||
**A:** Setup tối thiểu: `docs/STATUS.md` (current state) + `docs/CLAUDE.md` (tech context) + `docs/gotchas.md` (pitfalls). Sub-agent inject 3 file này baseline. Session log incremental theo tháng.
|
||||
|
||||
---
|
||||
|
||||
## 9. References
|
||||
|
||||
- [Anthropic Building Effective Agents](https://www.anthropic.com/engineering/building-effective-agents) — orchestrator-workers pattern foundation
|
||||
- [Cognition "Don't Build Multi-Agents"](https://cognition.ai/blog/dont-build-multi-agents) — "writes single-threaded" principle + Smart Friend anti-pattern
|
||||
- [Anthropic Sub-agents docs](https://docs.claude.com/en/docs/claude-code/sub-agents) — official Claude Code sub-agent API
|
||||
- [Anthropic Contextual Retrieval](https://www.anthropic.com/news/contextual-retrieval) — RAG hybrid pattern khi memory > 1M tokens
|
||||
|
||||
---
|
||||
|
||||
**End of guide.** Anh paste file này vào dự án mới, follow §0 checklist 8 bước → 30 phút setup xong → trial 2-4 tuần evaluate.
|
||||
Reference in New Issue
Block a user