| name | insight |
| description | In D&D, Insight detects lies and reads true intentions. The real-world version is subtext analysis: figuring out what an email actually means, what a stakeholder's real objection is, what a user's bug report is actually describing, or what the unsaid concern is behind a seemingly simple question. Insight does not read minds — it reads signals that are present but not foregrounded. |
| user-invocable | true |
Insight
Read between the lines to surface what someone means but is not saying.
Overview
Insight is interpreted here as a metaphorical skill with a shipping-now execution model.
Canonical source: Insight (skill)
Provider target: OpenClaw
When To Use
- A message, request, or conversation has an obvious surface meaning and a likely different real meaning.
- You need to understand what someone actually wants rather than what they literally asked for.
- A stakeholder's stated objection does not match their behavior, and you need to identify the real blocker.
Workflow
- Read the surface communication: what is being explicitly said or asked.
- Identify the signals that do not fit the surface reading: tone shifts, conspicuous omissions, hedging language, over-specificity.
- Generate the most likely subtext: what is the real concern, objection, or request?
- Present both readings — surface and subtext — with confidence levels. Never claim the subtext is certain.
- Suggest a response that addresses the subtext without calling it out aggressively.
Deliverables
- The surface reading: what was literally said.
- The subtext reading: what is likely meant, with evidence from the signals.
- A suggested response that addresses the real concern diplomatically.
Guardrails
- Subtext analysis is inference, not mind-reading. Always present it as a hypothesis with supporting evidence, never as certainty.
- Do not project malicious intent without strong signal. Most communication gaps are confusion, not manipulation.
Default Invocation
Use $insight to read between the lines of this [message/conversation/request]. What is the surface meaning, what is the likely subtext, and how should I respond to the real concern?
