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a-green-hand-jack/ml-research-skills

73 skills · 2.3K combined installs

Skills from this source

#
Skill
Source
8W Activity
Installs
1
citation-audit Audit LaTeX citations and references before submission. Use for BibTeX metadata, unresolved keys, invalid labels, DOI…
a-green-hand-jack/ml-research-skills
61
2
paper-reviewer-simulator Simulate target-conference reviewers for an ML/AI paper. Use for reviewer critique, predicted scores, reject risks, m…
a-green-hand-jack/ml-research-skills
60
3
init-latex-project Initialize a LaTeX academic paper project. Use for new conference or journal papers needing templates, macros, venue …
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57
4
project-init Initialize an ML research project control root. Use for paper/code/slides repos, shared memory, GitHub Project alignm…
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5
citation-coverage-audit Audit whether a paper cites necessary classic, closest, benchmark, and recent work. Use for missing-citation checks a…
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6
paper-evidence-board Maintain a paper-facing evidence board. Use to align claims, experiments, figures, tables, sections, reviewer risks, …
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7
research-idea-validator Validate rough CS/AI research ideas with the FIVE+C framework. Use to decide pursue, revise, park, or kill based on n…
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8
init-python-project Initialize or enhance a Python/ML project. Use for new repos or forks needing production structure, uv environment se…
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9
paper-writing-assistant Use when writing or revising actual paper prose — sections, result narratives, venue-aware style, provisional metrics…
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10
project-sync Sync verified code-side experiment results into paper memory. Use when logs, reports, run docs, or user-confirmed met…
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11
add-git-tag Create annotated Git milestone tags. Use when completing a phase, releasing a version, marking a research checkpoint,…
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49
12
rebuttal-strategist Plan and write ML/AI rebuttals after real reviews arrive. Use for reviewer intent, response strategy, follow-up exper…
a-green-hand-jack/ml-research-skills
48
13
conference-writing-adapter Adapt ML/AI paper writing to a target venue. Use for venue style, structure, positioning, reviewer-friendly prose, an…
a-green-hand-jack/ml-research-skills
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14
figure-results-review Review ML/AI result figures, captions, LaTeX wrappers, and visual style. Use for paper plots, figure screenshots, res…
a-green-hand-jack/ml-research-skills
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15
paper-positioning-planner Decide what an ML/AI paper should strategically sell. Use for contribution choice, claim scope, paper archetype, nove…
a-green-hand-jack/ml-research-skills
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16
submit-paper Check LaTeX academic papers before submission. Use for readiness, final mode, camera-ready preparation, source hygien…
a-green-hand-jack/ml-research-skills
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17
algorithm-design-planner Turn an ML/AI research idea into a concrete method design. Use for objectives, architecture, inference, assumptions, …
a-green-hand-jack/ml-research-skills
45
18
experiment-design-planner Design hypothesis-driven ML/AI experiments before running. Use for ablations, baselines, metrics, controls, seeds, lo…
a-green-hand-jack/ml-research-skills
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19
release-code Prepare research code repositories for public release. Use for open-source cleanup, README/LICENSE/CITATION, GitHub r…
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20
new-workspace Create Git branches or worktrees for research code and paper versions. Use for experiments, baselines, rebuttal fixes…
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21
paper-evidence-gap-miner Mine existing results for paper evidence gaps before new compute. Use when claims lack support, CSVs may already cont…
a-green-hand-jack/ml-research-skills
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22
research-slide-deck-builder Design and write reusable research slide decks. Use for advisor updates, lab talks, reading reports, proposals, confe…
a-green-hand-jack/ml-research-skills
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23
update-docs Refresh project documentation after code changes. Use after implementing features, changing behavior, or preparing a …
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24
artifact-evaluation-prep Prepare research artifact packages for evaluation or public release. Use for reproduction commands, environment check…
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25
experiment-report-writer Write structured experiment reports from notes, configs, logs, metrics, tables, and figures. Use for result analysis,…
a-green-hand-jack/ml-research-skills
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remote-project-control Coordinate local, Git remote, and SSH/HPC/RunAI research projects. Use for server state, sync safety, job submission,…
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27
advisor-update-writer Write advisor, mentor, lab-meeting, or collaborator updates. Use for weekly updates, progress memos, decision request…
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28
camera-ready-finalizer Finalize accepted ML/AI papers for camera-ready submission. Use for de-anonymization, rebuttal promises, supplement u…
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baseline-selection-audit Audit ML/AI experimental baselines for necessity, fairness, currency, and reviewer risk. Use when choosing baselines …
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run-experiment Run or submit ML experiments on local, SLURM HPC, or RunAI/Kubernetes. Use for training runs, ablations, job scripts,…
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31
research-project-memory Maintain hierarchical ML research project memory. Use for claim, evidence, provenance, risk, action, handoff, worktre…
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safe-git-ops Perform Git operations safely with sandbox-aware failure handling. Use for commit, push, merge, rebase, stash, worktr…
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33
table-results-review Review ML/AI result tables, LaTeX table files, captions, provenance, and paper table style. Use for benchmark, ablati…
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experiment-story-writer Turn ML/AI tables, figures, ablations, and metrics into claim-aware results prose. Use for result paragraphs, figure/…
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35
literature-review-sprint Run a focused CS/AI literature review sprint. Use to survey a topic, map related work, check novelty, rank papers, as…
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result-diagnosis Use when results are valid but surprising, negative, unstable, or ambiguous — to decide debug/rerun/ablate/revise/par…
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skill-system-auditor Audit a skill collection for consistency, lifecycle coverage, routing, documentation drift, memory writeback, stale r…
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work-timeline-planner Build retrospective or forward-looking work timelines from git history, docs, notes, or chat records. Use for progres…
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paper-introduction-argument-writer Plan and draft ML/AI introductions as venue-aware argument chains. Use for hook, gap, insight, method, result, contri…
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paper-writing-contract-planner Use before drafting starts to lock venue, archetype, section order, paragraph roles, evidence slots, and forbidden cl…
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paper-draft-consistency-editor Edit ML/AI paper drafts for internal consistency. Use after sections exist to align claims, terminology, figures, tab…
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abstract-title-contribution-writer Draft ML/AI paper titles, abstracts, and contribution lists. Use for title options, abstract structure, contribution …
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paper-writing-memory-manager Use to track nonlinear drafting state — section status, claim-text dependencies, stale prose, style decisions, and ed…
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limitations-scope-writer Draft ML/AI limitations, scope, failure cases, ethics, and conclusion caveats. Use to control claim boundaries and re…
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method-section-explainer Plan and draft ML/AI method sections. Use for notation flow, module ordering, algorithm boxes, overview figures, desi…
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paper-result-asset-builder Build paper-facing tables and figures from CSV experiment outputs. Use to inventory evidence, aggregate seeds, select…
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related-work-positioning-writer Draft ML/AI related work as novelty-boundary writing. Use for closest-work grouping, citation roles, paragraph plans,…
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48
token-usage-auditor Audit project token usage from local Codex, Codex sidecar, and Claude Code logs. Use when the user asks to measure to…
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49
code-reviewer Run isolated code reviews for core algorithm or production code changes. Use when the user asks for a fresh-context r…
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50
latex-layout-issue-bundler Create repo-local LaTeX layout issue bundles from a PDF page, crop, source snippet, and compile log. Use when the use…
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