Usable Stability Loop · The 99/80 Loop
AdvisoryAudited by Static analysis on May 4, 2026.
Overview
No suspicious patterns detected.
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.
NoteHigh Confidence
ASI01: Agent Goal HijackWhat this means
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.
Why it was flagged
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.
Skill content
Once the main path is usable and stable, explicitly stop unless there is a concrete next pain point.
Recommendation
Use this skill when you want pragmatic delivery; avoid relying on it when you explicitly need exhaustive design, full polish, or comprehensive feature exploration.