scientific-thinking
Moved — use the scientific-method plugin instead.
62
Quality
42%
Does it follow best practices?
Impact
99%
2.91xAverage score across 3 eval scenarios
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./.claude/skills/scientific-thinking/SKILL.mdEvaluation results
100%
64%AI Capabilities Reference Card
Correct plugin invocation and deprecation awareness
Plugin name present
0%
100%
Correct invocation format
0%
100%
Colon separator used
0%
100%
No bare standalone invocation
100%
100%
Moved/migrated noted
0%
100%
Not user-invocable status
100%
100%
Plugin prefix consistency
0%
100%
Output file exists
100%
100%
Card is actionable
30%
100%
Old invocation corrected
80%
100%
Without context: $0.4577 · 1m 30s · 20 turns · 135 in / 4,632 out tokens
With context: $0.1708 · 39s · 12 turns · 263 in / 1,928 out tokens
100%
52%Scientific Reasoning Workflow Runbook
Plugin namespace and invocation syntax
Correct invocation string
0%
100%
Plugin namespace present
0%
100%
Skill name present
0%
100%
No bare skill invocation
100%
100%
Plugin architecture mentioned
80%
100%
Step-by-step invocation instruction
100%
100%
Colon separator correct
0%
100%
No confusion of plugin and skill
50%
100%
Output file exists
100%
100%
Troubleshooting section
100%
100%
Invocation not overly qualified
100%
100%
Without context: $0.3800 · 1m 42s · 14 turns · 1,809 in / 4,827 out tokens
With context: $0.2555 · 1m · 16 turns · 424 in / 2,839 out tokens
98%
78%Skills Configuration Audit
Skill file path and migration reference
Migrated status identified
0%
100%
Correct plugin named
0%
100%
Correct file path
0%
100%
Correct invocation in report
0%
100%
user_invocable corrected
0%
80%
Old path flagged as stale
100%
100%
Actionable recommendation
0%
100%
config-snippet file exists
100%
100%
Correct invocation in config-snippet
0%
100%
audit-report file exists
100%
100%
No active status for old skill
100%
100%
Without context: $0.6085 · 2m 15s · 35 turns · 397 in / 7,407 out tokens
With context: $0.1802 · 43s · 13 turns · 15 in / 2,241 out tokens
- Repository
- Jamie-BitFlight/claude_skills
- Commit
5667e97
- Evaluated
- Agent
- Claude Code
- Model
- Claude Sonnet 4.6
Table of Contents
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