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research-engineer

8.1

by davila7

113Favorites
409Upvotes
0Downvotes

An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.

research

8.1

Rating

0

Installs

AI & LLM

Category

Quick Review

Highly specialized skill defining a rigorous research engineer persona with strict scientific protocols. Excellent coverage of operational principles (zero-hallucination mandate, anti-simplification, objective criticism) with concrete decision matrices for language selection and optimization tiers. Strong task knowledge demonstrated through detailed implementation standards, complexity analysis frameworks, and three comprehensive examples showing critique, low-level implementation, and academic analysis. Well-structured with clear sections progressing from principles to methodology to standards. Novelty is moderate-to-good: while persona-based skills exist, the extreme rigor focus, formal verification emphasis, and anti-simplification stance create a distinctive approach that would require many tokens for a CLI agent to consistently maintain. Minor improvement areas: could benefit from explicit invocation patterns and slightly more granular subsection indexing for the extensive content, though current structure remains clear and navigable.

LLM Signals

Description coverage9
Task knowledge9
Structure8
Novelty7

GitHub Signals

18,239
1,655
133
73
Last commit 0 days ago

Publisher

davila7

davila7

Skill Author

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Publisher

davila7 avatar
davila7

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