Charisma Research Loop

Use this workflow to avoid shallow repeated advice and continuously improve insight quality.

Output contract

• - Produce exactly 5 insights per run.
• Make each insight specific, testable, and action-oriented.
• Include these fields for each insight:

1) Theme 2) Insight 3) Why it works 4) 24h experiment 5) Failure mode / misuse risk

Theme rotation

Rotate themes so consecutive runs are not repetitive. Use this pool:

• - Body language and non-verbal signaling
• Oration and vocal delivery
• Social psychology and status dynamics
• Ethical persuasion and influence
• Manipulation detection and defense
• Conversation architecture and storytelling
• Presence under pressure (meetings, conflict, negotiation)

Source depth rules

• - Prefer synthesis over quotes.
• Pull from mixed source types each run (discussion + educational + behavioral science).
• Do not rely on only surface-level generic tips.
• Convert raw source material into deeper mechanisms and practical tests.

Self-improving loop (mandatory)

Before generating a new run:

1. 1. Read /root/.openclaw/workspace/memory/charisma-insight-ledger.md.
2. Identify what was already sent recently and mark those clusters as DONE in today’s section when superseded.
3. Choose at least 3 new angles not used in the most recent 3 runs.
4. Generate the new 5-insight set.
5. Append a compact run log to the ledger:

- timestamp - themes used - novelty score (1-10) - repeated ideas avoided - one improvement for next run

Delivery

• - Send concise email brief with the 5 insights.
• Create/update calendar task/event containing same 5 insights.
• Keep wording practical, direct, non-fluffy.