Science
Science is a Structured reasoning & decision frameworks skill for AI agents, published by danielmiessler in the LifeOS repository on GitHub. Skillspace rates Science C (79/100) and it passed the safety scan; a judge model has also reviewed it.
The scientific method as a universal problem-solving algorithm — goal-first, plural falsifiable hypotheses, designed experiments, and honest measurement, scaling from TDD to feature validation to MVP launch. USE WHEN think about, figure out, experiment, iterate, optimize, hypothesis, science, full cycle, quick diagnosis, structured investigation, how do we test, analyze results. NOT FOR multi-angle lens passes (use IterativeDepth).
- Grade
- C
- Quality
- 79 / 100
- Safety
- Passed
- GitHub stars
- 16,717
Placed #2 of 2 when judged against its near-duplicates in Structured reasoning & decision frameworks.
Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided
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. Scientific method as a general problem-solving algorithm
Judge review
Placed #2 of 2 when judged against its near-duplicates in Structured reasoning & decision frameworks.
- Trigger
35 35 - Instructions
55 55 - Specificity
40 40 - Safety
45 45 - Disclosure
70 70 - Maintenance
55 55
An ambitious meta-framework let down by keyword-stuffed triggers on generic verbs and a coercive, unconditional 'mandatory' notification step before any real work begins.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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