AgentSkillsCN

cloud-recall

当本地搜索结果不足时，可调用云端记忆备份进行检索。 当memory_search针对你曾提及但本地已遗忘的话题返回少量或无结果时，可使用此功能。云端会完整保留所有信息——即便是那些已被本地删除或压缩的记忆，也能被完好无损地存留。

SKILL.md
--- frontmatter
name: cloud-recall
description: |
  Search cloud memory backup when local results are insufficient.
  Use when memory_search returns few/no results for a topic you
  know was discussed before. Cloud preserves everything - even
  memories that were deleted or compacted locally.

user-invocable: true
disable-model-invocation: false
argument-hint: "[search query]"

Cloud Recall - Search Permanent Cloud Memory

Search the Supabase cloud backup for memories that may have been consolidated, compressed, or deleted locally. The cloud NEVER deletes memories - it preserves everything forever.

When to Use

  • •Local memory_search returns few or no results
  • •User asks about something from a past session that seems missing
  • •User says "I told you about X" but local memory doesn't have it
  • •Restoring context after a fresh install or device switch

Execution Steps

  1. •

    Search cloud backup:

    bash
    python3 -m cloud.cli search "$ARGUMENTS" --limit 10 --include-deleted

    Run this from the claude-memory directory (~/coding/claude-memory/)

  2. •

    If results found that don't exist locally:

    • •Present results to user with [CLOUD] indicator
    • •Offer to restore: "Found X memories in cloud. Restore to local?"
  3. •

    Restore if requested:

    bash
    python3 -m cloud.cli restore --hash <hash1>,<hash2>
  4. •

    For full restore (new device or data loss):

    bash
    python3 -m cloud.cli restore --all

Important Notes

  • •Cloud search uses text matching (not embeddings) by default
  • •Deleted memories show as [DELETED LOCALLY] but full content is preserved
  • •Summary memories show as [SUMMARY] and link to original memories
  • •All cloud operations are read-only unless explicitly restoring

Example Flow

User: "What did we decide about the API authentication?" Local search: 0 results

  1. •Run: python3 -m cloud.cli search "API authentication decision" --include-deleted
  2. •Found: 3 results from cloud (2 were deleted during consolidation)
  3. •Display: "Found 3 memories in cloud backup about API authentication:"
    • •[CLOUD] Decision: Use JWT with refresh tokens (deleted locally Jan 15)
    • •[CLOUD] Reference: Auth middleware at /src/auth/jwt.py
    • •[CLOUD] Pattern: Always validate tokens server-side
  4. •Ask: "Want me to restore these to local memory?"