AgentSkillsCN

remember-all-prompts-daily

通过提取并按日期归档所有提示，保持对话在标记压缩周期中的连续性。在标记使用率达到95%（压缩前）和1%（新冲刺开始）时自动触发，导出会话历史，然后在会话重启时导入已归档的摘要以恢复上下文。

SKILL.md
--- frontmatter
name: remember-all-prompts-daily
description: Preserve conversation continuity across token compaction cycles by extracting and archiving all prompts with date-wise entries. Automatically triggers at 95% token usage (pre-compaction) and 1% (new sprint start) to export session history, then ingests archived summaries on session restart to restore context.

Remember All Prompts Daily

This skill maintains conversation continuity across token budget cycles by automatically archiving your session history before compaction and restoring it when a new session begins.

How It Works

1. Extraction Trigger (95% Token Usage)

When token usage approaches 95%:

  • •Run export_prompts.py to extract current session history
  • •Format all prompts/responses with timestamps
  • •Append to memory/remember-all-prompts-daily.md with date-wise entry
  • •Marks the archive point so compaction can proceed

2. Fresh Session Trigger (1% Token Usage)

When a new session starts (fresh 1% token usage):

  • •Check if memory/remember-all-prompts-daily.md exists
  • •Read the most recent entry
  • •Ingest it as "past conversation summary" to restore context
  • •Continues naturally from where the previous session ended

3. Daily File Structure

code
# Remember All Prompts Daily

## [DATE: 2026-01-26]

### Session 1 (09:00 - 09:47)
[All prompts and responses from session]

### Session 2 (10:15 - 11:30)
[All prompts and responses from session]

Scripts

scripts/export_prompts.py

Extracts all prompts/responses from current session and archives them.

Usage:

bash
python scripts/export_prompts.py

What it does:

  • •Uses sessions_history() to fetch all messages from current session
  • •Formats with timestamps and message IDs
  • •Appends to memory/remember-all-prompts-daily.md
  • •Includes metadata (token count, duration, etc.)

scripts/ingest_prompts.py

Reads the daily archive and injects it as context on session start.

Usage:

bash
python scripts/ingest_prompts.py

What it does:

  • •Reads memory/remember-all-prompts-daily.md (if exists)
  • •Extracts most recent session
  • •Returns formatted summary for ingestion into new session

Integration

Heartbeat Check

Add to HEARTBEAT.md to monitor token usage:

code
Check token usage - if >95%, export session history

Cron Job (Optional)

For automatic triggers:

bash
# Check token at regular intervals
clawdbot cron add --text "Check token usage and export if needed" --schedule "*/15 * * * *"

Example Flow

Session 1:

  1. •Chat normally
  2. •Token reaches 95%
  3. •export_prompts.py runs automatically
  4. •All prompts archived to daily file
  5. •Session compacts

Session 2 (New Sprint):

  1. •Fresh 1% token budget
  2. •ingest_prompts.py reads archive
  3. •"Here's what we discussed yesterday..."
  4. •Context restored, conversation continues seamlessly

Manual Usage

Export Right Now

bash
python skills/remember-all-prompts-daily/scripts/export_prompts.py

View Today's Archive

bash
cat memory/remember-all-prompts-daily.md | tail -100

Ingest Previous Session

bash
python skills/remember-all-prompts-daily/scripts/ingest_prompts.py

Token Monitoring

Monitor token usage via:

bash
session_status  # Shows current token usage %

When you see token usage approaching 95%, the skill can auto-trigger, or you can manually export.

Notes

  • •Runs only in main session (direct chat with Ateeb)
  • •Respects privacy — only stores your actual prompts and responses
  • •Daily file auto-rotates at midnight (one entry per date)
  • •Can be manually triggered anytime