jurgendn/agent-skills

1

paper-idea-and-scope-brainstormer Brainstorm a research idea and decide what a new paper should cover — generate candidate framings, pick the central c…

jurgendn/agent-skills

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benchmark-and-baseline-selector Given a research proposal, claim, method, or result, recommend the baselines and benchmarks needed to support it — sp…

jurgendn/agent-skills

45

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apply-motivation-keeper Help a PhD student recover motivation, reframe setbacks, and rebuild momentum after rejection, failure, stagnation, o…

jurgendn/agent-skills

44

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deck-beamer-proposal-report Build a compile-ready LaTeX Beamer deck for a research proposal or a research report — grant/PhD/project proposal def…

jurgendn/agent-skills

44

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flow-learn-new-topic Orchestrate breadth-first onboarding into an unfamiliar topic, method, subfield, or research area — going from near-z…

jurgendn/agent-skills

44

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flow-deep-understanding Orchestrate depth-first mastery of ONE specific object the user already partly knows — a paper, method, algorithm, th…

jurgendn/agent-skills

43

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theory-proof-sketcher Convert an informal mathematical idea into a precise theorem, lemma, or proof scaffold with explicit assumptions, dep…

jurgendn/agent-skills

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flow-idea-to-proof Orchestrate the path from a raw research idea to a formal claim with a defensible proof design — drawing the hypothes…

jurgendn/agent-skills

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theory-formalism-translator Translate an idea across optimization, probability, information theory, dynamical systems, graph theory, and statisti…

jurgendn/agent-skills

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theory-paper-to-theorem-distiller Distill a dense theory paper into definitions, main claims, proof strategy, and reusable techniques. Use for theoreti…

jurgendn/agent-skills

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flow-paper-lifecycle Orchestrate a research paper end-to-end — from raw idea through literature grounding, experiment design, implementati…

jurgendn/agent-skills

40

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theory-assumption-extractor Extract explicit and hidden assumptions from a proof, model, or empirical argument. Use for theorem reading, paper re…

jurgendn/agent-skills

40

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theory-counterexample-hunter Search for edge cases, pathological constructions, and violated assumptions that break a conjecture or weaken a theor…

jurgendn/agent-skills

40

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debugging-strategies Apply systematic debugging, profiling, and root cause analysis across codebases and technology stacks. Use when inves…

jurgendn/agent-skills

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15

python-code-style Guide Python style, linting, formatting, naming, type annotations, and documentation conventions. Use when writing or…

jurgendn/agent-skills

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python-design-patterns Guide Python design patterns, refactoring, and architecture decisions. Use when deciding whether to add an abstractio…

jurgendn/agent-skills

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python-performance-optimization Profile and optimize Python performance bottlenecks. Use when Python code is slow, memory-heavy, CPU-bound, I/O-bound…

jurgendn/agent-skills

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python-testing-patterns Design and implement Python tests with pytest, fixtures, mocking, parametrization, and regression coverage. Use when …

jurgendn/agent-skills

38

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data-pipeline-auditor Check preprocessing, splits, leakage, augmentation, label noise, and distribution mismatch before blaming the model. …

jurgendn/agent-skills

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experiment-trace-summarizer Turn messy logs, notebooks, run metadata, and partial conclusions into a clear research update with next actions. Use…

jurgendn/agent-skills

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hyperparameter-triage Prioritize which hyperparameters matter most for the current failure mode or objective. Use for tuning, debugging, co…

jurgendn/agent-skills

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init-workspace Initialize a structured Obsidian-style workspace for learning, research notebooks, papers, academic applications, tal…

jurgendn/agent-skills

37

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representation-probe-designer Design probes and diagnostics to inspect what a model representation has learned. Use for embeddings, intermediate fe…

jurgendn/agent-skills

37

24

scaling-law-tracker Track how performance changes with data size, model size, batch size, or compute, fit a scaling law, and decide where…

jurgendn/agent-skills

37

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training-run-forensics Diagnose unstable or underperforming training runs from logs, curves, configs, and samples. Use when a run diverges, …

jurgendn/agent-skills

37

26

concept-exercise-generator Generate a graded exercise set — easy to advanced — that lets a learner verify whether they actually understand a top…

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apply-dossier-evaluator Score and evaluate a further-education application dossier (PhD, research master's, scholarship/fellowship, or resear…

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28

deck-design-principles Shared reference for building any slide deck — the slide-spec schema and the design rules (one-signal-per-slide, clai…

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theory-derivation-auditor Check algebra, calculus, probability, linear algebra, and asymptotic steps line by line. Use for appendices, proof de…

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knowledge-debt-audit Detect when AI assistance has produced output you cannot regenerate yourself, call the loan before it compounds, and …

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paper-to-code Reproduce a paper's method in minimal, direct PyTorch when no official code is available, to check whether the method…

jurgendn/agent-skills

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ielts-grammar-coach Coach and score English grammar for IELTS, focused on the Grammatical Range & Accuracy (GRA) criterion — estimate a G…

jurgendn/agent-skills

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prompting-claude-models Design prompts, system prompts, and agent scaffolding for LLM-backed features built on Claude models — LLM-as-judge a…

jurgendn/agent-skills

25

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cross-domain-analogy-finder Find a concept's structural twin in a distant field — to borrow a solution, or to check whether the idea already exis…

jurgendn/agent-skills

24

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peer-review-writer Write a peer review of someone else's paper for a conference or journal — structured summary, evidenced strengths and…

jurgendn/agent-skills

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survey-paper-writer Write, plan, or revise standalone survey, tutorial, review, or perspective papers whose main contribution is synthesi…

jurgendn/agent-skills

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professor-critic Critique a FINISHED artifact the way the specific person who will judge it actually would — a strict-professor teardo…

jurgendn/agent-skills

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naive-student Become an honest novice while the USER teaches a concept, theorem, method, or mechanism. Use when the user says "let …

jurgendn/agent-skills

21

39

whiteboard-peer Co-solve the unfinished middle of a research idea, conjecture, proof attempt, model design, or technical mechanism as…

jurgendn/agent-skills

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skill-creator Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a…

jurgendn/agent-skills

19

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argument-audit Interactively audit whether stated evidence or premises establish a claim in a proof, essay, research conclusion, or …

jurgendn/agent-skills

15

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gre-learning-planner Build a personalised GRE study plan — diagnostic baseline, Verbal/Quant/Writing time allocation, weekly schedule, voc…

jurgendn/agent-skills

13

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gap-motivation-builder Interactively build the motivation case for filling a research gap — turn "no one has done X" into who is concretely …

jurgendn/agent-skills

12

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gre-issue-essay Draft, score, and improve GRE Analytical Writing "Analyze an Issue" essays against the 0–6 rubric. Use this skill whe…

jurgendn/agent-skills

12

45

gre-quant-coach Coach GRE Quantitative Reasoning — quantitative comparison tactics, problem-solving and data-interpretation strategy,…

jurgendn/agent-skills

12

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gre-reading-comprehension Coach GRE Reading Comprehension and paragraph-argument (critical reasoning) questions — passage mapping, question-typ…

jurgendn/agent-skills

12

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gre-verbal-reasoning Coach GRE Verbal Reasoning Text Completion and Sentence Equivalence — explain items, generate practice sets, diagnose…

jurgendn/agent-skills

12

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gre-vocabulary-builder Build, drill, and retain GRE-level vocabulary the way the test actually uses it — meaning clusters, charge (positive/…

jurgendn/agent-skills

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apply-interview-prep Prepare for academic selection interviews and conversations — PhD admissions, funded-project or DAAD-style panels, sc…

jurgendn/agent-skills

11

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paper-writer Guide the writing phase of a research paper: structure and story, section-by-section drafting workflow, mathematical …

jurgendn/agent-skills

11