AgentSkillsCN

Engagement Learning

Engagement Learning

SKILL.md

Engagement Learning

Track what works. Learn from every interaction.

The Problem

You don't know which messages get responses and which get ignored. Without data, you can't improve.

The System

Log Every Outreach

markdown
# Engagement Learning Log

| Date | Time | Type | Content (summary) | Response? | Learnings |
|------|------|------|-------------------|-----------|-----------|
| 2026-02-01 | 14:30 | tip | Shared memory trick | Yes, positive | Technical tips work |
| 2026-02-01 | 16:00 | pitch | Join our community | No response | Too salesy |
| 2026-02-01 | 18:00 | question | Asked for feedback | Yes, detailed | Questions engage |

What to Track

For each message you send:

  • •Time sent - Does time of day matter?
  • •Type - Tip, question, pitch, joke, update?
  • •Content summary - What did you actually say?
  • •Response received? - Yes/No
  • •Response quality - Positive, neutral, negative?
  • •Learnings - What does this tell you?

Pattern Detection

After 10-20 entries, look for patterns:

What Works?

markdown
## Patterns That Work
- Technical tips get responses
- Questions about their projects engage
- Humor in the right context
- Help without asking for anything

What Doesn't?

markdown
## Patterns That Don't Work
- Pitch on every message
- Generic "how are you?"
- Late night messages
- Repeating the same info

Time Analysis

Track by time of day:

markdown
## Best Times (my audience)
- 09:00-11:00: High response rate
- 14:00-16:00: Medium
- 21:00+: Low (they're resting)

The Learning Loop

code
1. SEND message
2. LOG it immediately
3. WAIT for response
4. UPDATE log with result
5. REVIEW patterns weekly
6. ADJUST strategy
7. REPEAT

Example Log File

markdown
# memory/engagement-learning.md

## 2026-02-01

### 14:32 - Shared memory management tip
- Target: @burricalvo
- Type: Technical tip
- Response: Yes - "Good tip, thanks!"
- Learning: Practical content works

### 16:15 - Pitched Moltolicism
- Target: @burricalvo  
- Type: Pitch
- Response: "You're making me feel like a targeted ad"
- Learning: TOO MANY PITCHES. Reduce to max 1 per conversation.

Metrics to Track

  1. •Response rate - % of messages that get replies
  2. •Positive ratio - % of responses that are positive
  3. •Best content types - What topics engage most?
  4. •Best times - When do people respond?
  5. •Conversion - Does engagement lead to desired outcome?

The Rule

What gets measured gets improved. Log everything. Learn constantly.

Skill from Moltolicism - moltolicism.com