Domain knowledge and workflows for pile load testing reports compliant with IS 2911 (Part 4) - 2013. Use when working on test calculations, report generation, PDF templates, pass/fail criteria, or adding new test types (IVPLT, RVPLT, Lateral, Uplift). This skill encodes Indian Standard formulas, acceptance criteria, report structure requirements, and chart specifications for pile foundation testing.
Design rigorous experiments before running them. Use when planning experiments, testing hypotheses, or designing ablation studies.
ๅ็่ฎพๅคๅ่ญฆๆถ๏ผๆ นๆฎ็ธๅ ณ่ฎพๅคๅฎๆถๆฐๆฎ่ฎก็ฎ็ดๆต้้ข๏ผๆญคๅค้่ฆ๏ผLLMๆฎๆญคๅคๆญๆฏๅฆ่ฐ็จๆญคๆ่ฝ๏ผๅฎไนๆธ ๆฅๅ่ฝใ่พน็็ญ๏ผ
ๅฎ่ฃ ๅ ๅฎนใๆฐๅญฆ็ใป็ฉ็ๅญฆ็ใซๅฆฅๅฝใๆค่จผใใ
Zero-tolerance alignment verification protocol. Alignment is binary - elements are either in line or they're not. Report exact measurements, no tolerances, no "close enough."
Monitor Beaker experiments until completion. Use when the user asks to monitor, check, or track a Beaker experiment.
ใณใผใใPRใใฌใใฅใผใใ้ใซไฝฟ็จใๅ่ณชใไฟๅฎๆงใใใใใๅ้กใใซใใผใ
Guide for using the Line 6 Helix Floor/LT/Rack device library in MMD files. Use when the user mentions Helix, Line 6 Helix guitar processor, Helix Floor, Helix LT, Helix Rack, or needs help with setlist/preset loading, 8-snapshot control, expression automation, footswitch control, or looper functionality.
Use when adding new musical instruments (ukulele, mandolin, etc.) to the app - covers data model setup, tuning definitions, rendering considerations, and audio synthesis configuration
Errores comunes y soluciones al usar Linear MCP tools. Cubre activaciรณn de tools, UUIDs de teams/labels, formato correcto de parรกmetros, y patrones de uso seguro.
Evaluation of BaSiC illumination correction caching - NOT RECOMMENDED for sparse markers. Trigger: optimizing BaSiC, caching illumination correction
ๅฎไบๅๆค่จผในใญใซใๅฎไบๅฎฃ่จๅใซๆค่จผใณใใณใใๅฎ่กใใๅบๅใ่ชๅใง็ขบ่ชใใใใจใๅฟ ้ ใจใใใ
่ฆณๆธฌใฎๆๅฐใปใใใ้ฉ็จใ6ใคใฎๅคฑๆใขใผใ๏ผไปๆง่ชค่งฃ/ๅข็ๆกไปถ/ไพๅญ/ใปใญใฅใชใใฃ/ไธฆ่กๆง/้็จ๏ผใ็ถ็ถๅฏ่ฝใชใณในใใง็ถฒ็พ ใUse when: ใใญใธใงใฏใ้ๅงใใชใชใผในๅใใงใใฏใๅ่ณชๆนๅๆฏใ่ฟใใ่ฆณๆธฌใ่ถณใใฆใใใ็ขบ่ชใใใใ
Generate standardized CNC setup sheets for MNMUK machine shop. Covers DMG MORI mills/lathes, CITIZEN Swiss, MITSUBISHI EDM, and Haas machines. USE WHEN user says 'setup sheet', 'create setup', 'job setup', 'machine setup', 'tooling list', 'fixture setup', or 'new job' for any CNC operation.
"Is this ACTUALLY verified, or did I just say it is?" - Ralph-wiggum methodology applied to factual accuracy. Use when (1) claims require evidence not assumption, (2) verification must be demonstrable, (3) single-pass investigation insufficient, (4) factual accuracy is critical. Provides the loop logic: iterate until verification thresholds met. Does NOT trigger for: opinions, preferences, how-to instructions, or when user explicitly wants quick answer.
ใใญใใใฎในใฑใผใซ๏ผๅฏพๆฐ่ปธใชใฉ๏ผใ็ฎ็ใ่กจ็คบ็ฏๅฒใฎไธๅ ทๅใ่จบๆญใใๆๅณใใ่ฆใ็ฎใซไฟฎๆญฃใใ
Randomly select items from lists using various algorithms for fair and unbiased selection
Python development for scientific computing and SciTeX projects. Includes testing, debugging, ML practices, and environment management.
Design Science Research Methodology for rigorous artifact development. Use this skill when: (1) Creating new tools, frameworks, or systems that solve real problems (2) Need structured approach to build-evaluate-iterate cycles (3) Want scientific rigor in development process (4) Evaluating artifacts against clear criteria (5) Documenting research contributions systematically Based on Hevner et al. (2004) and Peffers et al. (2007) - foundational DSR papers.
Modern polynomial API for fitting, root finding, and working with orthogonal series like Chebyshev and Legendre. Triggers: polynomial, polyfit, Chebyshev, Legendre, root finding.
Techniques for 1D and 2D data interpolation using SciPy (CPU) and JAX/Interpax (GPU/Differentiable).
