Usable Stability Loop · The 99/80 Loop
PassAudited by VirusTotal on May 4, 2026.
Overview
Type: OpenClaw Skill Name: usable-stability-loop Version: 0.1.1 The skill bundle defines a project management philosophy called the 'Usable Stability Loop' to guide AI agents in delivering MVPs to non-technical users. It contains no executable code, data exfiltration logic, or malicious prompt injection; all instructions in SKILL.md are focused on prioritizing functional usability and operational stability over unnecessary polish.
Findings (0)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
When active, the agent may recommend simpler solutions, push back on overbuilding, and stop after a usable stable version rather than continuing to add refinements.
The skill directs the agent's stopping criteria and may cause it to defer extra polish or features. This is disclosed and purpose-aligned rather than deceptive.
Once the main path is usable and stable, explicitly stop unless there is a concrete next pain point.
Use this skill when you want pragmatic delivery; avoid relying on it when you explicitly need exhaustive design, full polish, or comprehensive feature exploration.