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dman3629

Charisma Research Loop

by Derezar Master · GitHub ↗ · v1.0.0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install charisma-research-loop
Description
Generate daily high-signal charisma/engagement insights with a self-improving novelty loop. Use when sending recurring tips on charisma, body language, orati...
README (SKILL.md)

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 Identify what was already sent recently and mark those clusters as DONE in today’s section when superseded.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.
Usage Guidance
Before installing, ask the skill author to: 1) explicitly declare the config path(s) it will read/write (and explain why /root/.openclaw/... is required); 2) explain how email/calendar delivery is performed and what credentials or connectors are used (and list required env vars or integrations); 3) confirm what data is stored in the ledger and for how long; 4) prefer a skill-scoped writable path (not an absolute root path) or let you choose the ledger location; and 5) consider sandboxing or reviewing the first few ledger entries and backups before granting write permission. If the author cannot clarify these points, treat the skill as higher risk because it can read/write persistent agent memory and send external messages without declared boundaries.
Capability Analysis
Type: OpenClaw Skill Name: charisma-research-loop Version: 1.0.0 The skill's instructions in `SKILL.md` outline a self-improving loop that involves reading from and appending to a specific file (`/root/.openclaw/workspace/memory/charisma-insight-ledger.md`) within the agent's designated memory space. It also instructs the agent to send emails and create calendar events for delivery of insights. These actions are directly aligned with the skill's stated purpose of generating and delivering daily insights with a self-improving mechanism. There is no evidence of intent to exfiltrate sensitive data, execute arbitrary commands, establish persistence, or perform any other malicious activities. The file and network access capabilities are used for their plausible and stated purpose.
Capability Assessment
⚠ Purpose & Capability
Generating rotating, self-improving insight sets and logging them is coherent with the skill name/description. However, the SKILL.md requires reading and appending /root/.openclaw/workspace/memory/charisma-insight-ledger.md even though the skill declares no required config paths — the ledger path is not declared or justified in the metadata.
⚠ Instruction Scope
Instructions explicitly tell the agent to read and modify an absolute root workspace path and to send email briefs and create/update calendar events. Those file I/O and external-delivery actions extend beyond simple content generation and are not scoped or constrained in the metadata (no declared config paths, no declared delivery endpoints or credentials).
✓ Install Mechanism
This is instruction-only with no install spec or code to write to disk, so there is no installer-related risk. The primary risk comes from the instructions themselves.
⚠ Credentials
The skill requests no environment variables or credentials but requires delivering emails and calendar entries — actions that normally require account access or connectors. The absence of declared credentials or explanation for how delivery will occur is a mismatch. Also, the ledger path is under /root, implying elevated workspace access.
⚠ Persistence & Privilege
The skill mandates appending a run log to a workspace ledger (persistent state). Writing to the agent's root-level workspace file without declaring or asking for permission expands persistence and privilege; while persisting its own run log can be legitimate, the absolute path and lack of declared authorization are concerning.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install charisma-research-loop
  3. After installation, invoke the skill by name or use /charisma-research-loop
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: deep charisma insights with novelty/self-improving loop and theme rotation.
Metadata
Slug charisma-research-loop
Version 1.0.0
License —
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Charisma Research Loop?

Generate daily high-signal charisma/engagement insights with a self-improving novelty loop. Use when sending recurring tips on charisma, body language, orati... It is an AI Agent Skill for Claude Code / OpenClaw, with 328 downloads so far.

How do I install Charisma Research Loop?

Run "/install charisma-research-loop" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Charisma Research Loop free?

Yes, Charisma Research Loop is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Charisma Research Loop support?

Charisma Research Loop is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Charisma Research Loop?

It is built and maintained by Derezar Master (@dman3629); the current version is v1.0.0.

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