Charisma Research Loop

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. 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 Identify what was already sent recently and mark those clusters as DONE in today’s section when superseded.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.