Mission Preflight for OpenClaw

Mission Preflight is a native OpenClaw plugin designed for one painful reality: most high-value agent work starts with a vague request.

Instead of jumping straight into execution, this plugin helps the agent do a structured preflight pass first:

• detect ambiguity before wasted work starts
• surface missing constraints and hidden assumptions
• stress-test plans before publishing or shipping
• convert messy notes into execution-ready briefs

Why this is useful

A lot of agent failures do not happen because the model is weak. They happen because the task was underspecified. Mission Preflight creates a practical "clarity layer" before execution.

Tools included

1) mission_preflight_scan

Analyze a raw request and return:

• readiness score
• ambiguity score
• risk score
• contradictions
• missing info
• best next clarification questions
• first safe next action

2) mission_preflight_stress_test

Pressure-test a plan or rollout checklist and return:

• likely failure modes
• mitigations
• overall stress level
• verdict

3) mission_preflight_brief

Turn messy notes into a structured brief with:

• objective
• deliverable
• constraints
• risks
• acceptance criteria
• open questions
• next steps

Example use cases

• evaluating startup ideas before execution
• checking if a client brief is actionable
• preparing safer publishing workflows
• turning chat chaos into a clean handoff brief
• stress-testing launch plans before deployment

Install

openclaw plugins install openclaw-mission-preflight

Notes

• no API key required
• no external service dependency required
• deterministic and fast
• useful across product, marketing, operations, research, and build workflows