ApertureOscillation
ApertureOscillation is a Structured reasoning & decision frameworks skill for AI agents, published by danielmiessler in the LifeOS repository on GitHub. Skillspace rates ApertureOscillation C (79/100) and it passed the safety scan; a judge model has also reviewed it.
3-pass scope oscillation that holds a question constant while shifting zoom — narrow/tactical, wide/strategic, then synthesis — to surface design tensions, scope recommendations, and coherence assessments invisible at any single zoom level. USE WHEN aperture oscillation, oscillate scope, zoom in and out, tactical vs strategic, scope framing, design tension, system coherence check, local vs global design, wrong scope, scope negotiation. NOT FOR lens rotation across angles (use IterativeDepth).
- Grade
- C
- Quality
- 79 / 100
- Safety
- Passed
- GitHub stars
- 16,717
Placed #2 of 6 in the judged category final for Structured reasoning & decision frameworks.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 97 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Portable: works in any project. Generic 3-pass scope-oscillation reasoning framework, usable in any context.
Judge review
Placed #2 of 6 in the judged category final for Structured reasoning & decision frameworks.
- Trigger
80 80 - Instructions
82 82 - Specificity
75 75 - Safety
85 85 - Disclosure
75 75 - Maintenance
62 62
Its direct comparison table against a sibling skill is a genuinely useful piece of ecosystem design that most standalone skills skip.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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