awf-session-restore

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Lazy-loading context restore with 3 levels. Fast startup with minimal tokens. Keywords: context, memory, session, restore, recap, remember, resume, continue.

TUAN130294 By TUAN130294 schedule Updated 1/30/2026

name: awf-session-restore description: >- Lazy-loading context restore with 3 levels. Fast startup with minimal tokens. Keywords: context, memory, session, restore, recap, remember, resume, continue. version: 2.0.0

AWF Session Restore (Lazy Loading)

Khoi phuc context voi 3 cap do de tiet kiem token.

Load Levels

Level Tokens Khi nao Gi duoc load
1 ~200 Luon luon summary, current task, blockers
2 ~800 /recap full + decisions, pending tasks, recent files
3 ~2000 /recap deep + full history, all errors, conversation

Trigger Conditions

Auto-Trigger (Level 1 only)

  • Bat dau session moi
  • Truoc moi AWF workflow

Manual Trigger

  • /recap → Level 1 (nhanh)
  • /recap full → Level 1 + 2
  • /recap deep → Level 1 + 2 + 3
  • /recap [topic] → Smart search

Execution Logic

Level 1: Instant Load (Always)

load_level_1():
    summary = session.summary

    show:
    """
    👋 Chao mung tro lai!

    📍 Project: {summary.project}
    📍 Dang lam: {summary.current_feature}
       └─ Task: {summary.current_task}
       └─ Status: {summary.status} ({summary.progress_percent}%)

    ⏭️ Buoc tiep: {summary.next_step}
    🕐 Last saved: {format_time(updated_at)}
    """

    # Token cost: ~200

Level 2: On-Demand (When Requested)

load_level_2():
    load_level_1()

    decisions = session.decisions_made[-5:]  # Last 5
    pending = session.pending_tasks[:5]       # Next 5
    files = session.working_on.files

    show:
    """
    ─────────────────────────────
    📋 Quyet dinh gan day:
    {format_decisions(decisions)}

    📝 Viec can lam:
    {format_pending(pending)}

    📁 Files dang sua:
    {format_files(files)}
    """

    # Token cost: ~800 total

Level 3: Deep Dive (Explicit Request)

load_level_3():
    load_level_2()

    errors = session.errors_encountered
    checkpoints = session.context_checkpoints
    changes = session.recent_changes

    show:
    """
    ─────────────────────────────
    🐛 Lich su loi:
    {format_errors(errors)}

    💾 Checkpoints:
    {format_checkpoints(checkpoints)}

    📜 Thay doi gan day:
    {format_changes(changes)}
    """

    # Token cost: ~2000 total

Smart Search: /recap [topic]

recap_topic(topic):
    # Search in all tiers
    results = search_session(topic)
    results += search_brain(topic)

    show:
    """
    🔍 Tim kiem: "{topic}"

    {format_search_results(results)}
    """

    # Only load relevant context

Auto-Inject (System Prompt)

Khi bat dau session, inject Level 1 vao system prompt:

## Session Context (Auto-loaded)

- Project: {project}
- Feature: {current_feature}
- Task: {current_task}
- Status: {status} ({progress}%)
- Blockers: {blockers_count}

[Conversation continues below...]

Token Budget

Total context: 128K tokens
├── System prompt: 10K (fixed)
├── Conversation: 100K (dynamic)
├── Session load: 8K max
│   ├── Level 1: 200 (always)
│   ├── Level 2: 600 (on-demand)
│   └── Level 3: 1200 (explicit)
└── Buffer: 10K (safety)

Output Format

/recap (Level 1)

👋 Chao mung tro lai!

📍 Project: ThaoCoffe
📍 Dang lam: User Authentication
   └─ Task: Login form validation
   └─ Status: coding (65%)

⏭️ Buoc tiep: Add password validation
🕐 Last saved: 2 gio truoc

💡 Go /recap full de xem chi tiet.

/recap full (Level 1+2)

[Level 1 output]
─────────────────────────────
📋 Quyet dinh gan day:
  • Dung NextAuth (don gian hon)
  • Validation bang Zod
  • Session-based auth

📝 Viec can lam:
  1. [HIGH] Add password validation
  2. [MED] Implement remember me
  3. [LOW] Add forgot password

📁 Files dang sua:
  • src/app/login/page.tsx
  • src/lib/auth.ts

/recap deep (All levels)

[Level 1+2 output]
─────────────────────────────
🐛 Lich su loi:
  • CORS error → Fixed: added middleware
  • Type error → Fixed: added null check

💾 Checkpoints (7 ngay):
  • 2024-01-15 14:30 - workflow_end
  • 2024-01-16 09:00 - user_leaving

📜 Thay doi gan day:
  • [feature] Added login form
  • [bugfix] Fixed CORS issue

Error Handling

if session.json not found:
    show: "Chua co session. Bat dau moi nhe!"
    skip restore

if session.json corrupted:
    try: restore from latest snapshot
    if success:
        show: "Da khoi phuc tu backup."
    else:
        show: "Session bi loi. Bat dau fresh!"
        create new session

if summary missing:
    generate summary from available data
    save to session.json

Performance

  • Level 1 load: < 100ms
  • Level 2 load: < 300ms
  • Level 3 load: < 500ms
  • Search: < 1s
Install via CLI
npx skills add https://github.com/TUAN130294/awf --skill awf-session-restore
Repository Details
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article Path SKILL.md
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