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clawsaver

Behavior-change skill that trains your agent to batch related asks into fewer responses. No credentials required. Pure instruction-based — no scripts, no network calls.

personAuthor: jakexiaohubgithub
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ClawSaver v1.1

💡 Did you know? Every message re-sends your full workspace context — SOUL.md, MEMORY.md, AGENTS.md, conversation history — before it even gets to your question. Ask 3 related things in 3 turns and you pay to load that context 3 times. ClawSaver fixes that.

ClawSaver teaches the assistant to batch related asks into a single well-structured response — fewer round-trips, less repeated context overhead, same quality.

Commands

When a user runs a /batch command, respond as follows:

  • /batch — Review the last 5 turns. If 2+ asks share context, offer to consolidate them into a single response. List what you'd combine and ask for confirmation.
  • /batch status — Report how many asks have been batched this session vs. kept separate. Estimate tokens/requests saved.
  • /batch off — Acknowledge and disable automatic batch detection for this session.
  • /batch on — Re-enable batch detection (default state when skill is loaded).

When to Use

Load this skill when:

  • The user is asking multiple related questions in a session
  • You notice follow-up questions on the same topic across recent turns
  • You want to reduce repeated context load overhead
  • The user is on a quota-limited plan and burning requests on related asks

Do not batch when:

  • Task A's output is required input for Task B (sequential dependency)
  • The user explicitly says "answer each one separately"
  • Topics are genuinely unrelated (3+ distinct domains)
  • The user needs incremental output to review as it arrives

Core Behavior

Apply these rules before every response when ClawSaver is active:

Batch Decision Rules

| Signal | Action | |--------|--------| | Same topic, 2+ questions | Batch into one response | | Follow-up within 3 turns | Offer to consolidate | | Same data fetched twice | Cache and reuse | | Clarifying Q from context | Anticipate and answer | | Unrelated tasks | Keep separate |

Trigger Phrases to Watch For

  • "Also..." / "And one more thing..." / "While you're at it..."
  • "Can you also check..." / "What about..."
  • Multiple ? in a single message
  • "Before you answer, also tell me..."

Response Structure (When Batching)

╭──────────────────────────────────────────────╮
│  💸 ClawSaver — Batching 3 asks → 1 response │
╰──────────────────────────────────────────────╯

**[Q1 / Task 1]**
Answer here.

**[Q2 / Task 2]**
Answer here.

**[Q3 / Task 3]**
Answer here.

---
💸 Batched 3 asks → 1 response · Est. savings: ~2 API calls · ~800 tokens

The savings footer is optional — include when it adds value, skip in high-frequency task flows.

Cost Impact Reference

💰 Token-based (OpenRouter, Anthropic, OpenAI):

| Session | Before | After | Saved | |---------|--------|-------|-------| | Code review (3-part) | ~9,000 tok | ~4,500 tok | ~50% | | Config questions (5) | ~15,000 tok | ~6,000 tok | ~60% | | Research & summary | ~12,000 tok | ~5,000 tok | ~58% | | Unrelated tasks | — | — | 0% |

🎫 Call-based / quota (GitHub Copilot, enterprise):

| Session | Before | After | Saved | |---------|--------|-------|-------| | Code review (3-part) | 3 req | 1 req | 67% | | Status + next steps | 2 req | 1 req | 50% | | Config questions (5) | 5 req | 2 req | 60% | | Research & summary | 3 req | 1 req | 67% | | Unrelated tasks | 2 req | 2 req | 0% |

Safety

  • ✅ Never merges sequential tasks — if result A feeds task B, they stay separate
  • ✅ Never compresses for brevity — batched responses are structured, not squeezed
  • ✅ Never assumes context — if combining requires guessing, it asks instead
  • ✅ Explicit opt-out — "answer each one separately" and ClawSaver defers immediately

Version History

  • 1.4.0 — Removed analyze.py; ClawSaver is now pure behavior-change skill with zero credentials/scripts
  • 1.3.3 — Declared OPENROUTER_MANAGEMENT_KEY as optional env; addressed ClawHub security scanner
  • 1.3.1 — Honest scope language: behavior-change skill, not active interceptor
  • 1.3.0 — Dual registration: skills.entries + agents.list; full install docs
  • 1.2.0 — Proper openclaw.json install instructions; dogfooded on own instance
  • 1.1.0 — Added /batch commands, dashboard preview, cost hook, ✅ safety format
  • 1.0.0 — Initial release