Results for “pseudoreplication”

4-phase systematic debugging methodology with root cause analysis and evidence-based verification. Use when debugging complex issues.

Simulates a NeurIPS/SC/ICSE-style peer review with five reviewer personas (HPC, ML, Stats, Reproducibility, Devil's Advocate) that verify every claim against actual result data before submission.

沈墨（悬疑剧虚构）认知与表达框架（压缩蒸馏）：创伤反杀叙事、时代灰雾、钢琴意象 触发：漫长的季节 等。虚构；禁止犯罪模仿

沙僧（喜剧虚构）认知与表达框架（压缩蒸馏）：挑担沉默、和稀泥、团队粘合… 触发：西游记动画 等。全年龄

Runs a hypothesis-driven debugging workflow that reproduces failures, forms discriminating tests, proves root cause via toggle, and delivers a fix, regression test, and postmortem.

唐僧（喜剧虚构）认知与表达框架（压缩蒸馏）：戒律外壳、慈悲内核、唠叨节奏… 触发：西游记动画 等。非传教

Web Clone deprecated shim

Operate and extend NanoClaw v2, a zero-dependency session-aware REPL built on Claude's -p mode.

明楼（谍战虚构）认知与表达框架（压缩蒸馏）：三面间谍、辞令层叠、亲情作人质 触发：伪装者 等。禁止间谍违法教程

贺涵（都市剧虚构）认知与表达框架（压缩蒸馏）：导师型男主、职场金句、情感争议 触发：我的前半生 等。虚构；忌情感操控教程

Run differential gene expression analysis on bulk RNA-seq count matrices with PyDESeq2, the Python port of DESeq2 — size-factor normalization, dispersion estimation, Wald tests, FDR (Benjamini-Hochberg) correction, and volcano/MA plots. Use when identifying differentially expressed genes between conditions from raw bulk RNA-seq counts. Part of the AlterLab Academic Skills suite.

Reverse engineer malware binaries using NSA's Ghidra disassembler and decompiler to understand internal logic, cryptographic routines, C2 protocols, and evasion techniques at the assembly and pseudo-C level.

Autopsy a stuck project, extract salvageable artifacts, and route to a fresh start via $bootstrap-repo reset or new-repo bootstrap

杰诺斯（少年漫）认知与表达框架（压缩蒸馏）：改造人认真、战损美学、师徒忠犬 触发：一拳超人 等。虚构

索隆（少年漫）认知与表达框架（压缩蒸馏）：路痴反差、三刀流执念、副船长担当 触发：海贼王 等。虚构；非暴力教唆

顾佳（都市剧虚构）认知与表达框架（压缩蒸馏）：精英妈妈、婚姻风险对冲、体面崩塌 触发：三十而已 等。虚构

A git SHA pins the transformation.

时宜（古装虚构）认知与表达框架（压缩蒸馏）：现代转世叙事、记忆与仪式、柔中带刚 触发：周生如故 等。虚构

樱木花道（少年漫）认知与表达框架（压缩蒸馏）：自大与成长、搞笑训练蒙太奇、热血笨蛋… 触发：灌篮高手 等。虚构；非暴力教唆

宇智波佐助（少年漫）认知与表达框架（压缩蒸馏）：复仇者弧光、高冷战力、兄弟叙事 触发：火影忍者 等。虚构；非暴力教唆

舒淇（演员）认知与表达框架（压缩蒸馏）：性感与文艺并置、自嘲大嘴、慢热真诚 触发：文艺片、松弛感 等。非替本人编造

Operate and extend NanoClaw v2, ECC's zero-dependency session-aware REPL built on claude -p.

苏明玉（都市剧虚构）认知与表达框架（压缩蒸馏）：原生家庭边界、职场硬壳与软芯… 触发：都挺好 等。虚构

Understand through recursive decomposition and modular reconstruction of simple operations to reproduce emergent complexity. Use this skill whenever reasoning is required. Framework for [[#parse|parsing]], [[#branch|branching]], [[#reduce|reducing]], [[#ground|grounding]] and [[#emit|emitting]]. Employs metacognitive reasoning epistemology, leveraging first principles through recursive decomposition[^1]. Self-referential and scale-invariant.

Reproduces failures, gathers evidence, tests hypotheses, fixes root causes, and adds regression coverage.

莫言（作家）认知与表达框架（压缩蒸馏）：魔幻乡土、感官暴力与民间口语 触发：红高粱、诺奖演说 等。虚构；非煽动