Use when refining research-paper prose or section logic, including abstracts, introductions, related work, methods, captions, conclusions, and rebuttals. Improves clarity, concision, transitions, terminology, notation, and venue-appropriate style without…
sidiangongyuan/codex-skills-library
SkillsMP has collected 20 skills from sidiangongyuan/codex-skills-library. Open a skill to review its source and details.
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Skills in this repository
Showing 20 of 20 collected skills.
Use when exploring a deep-learning or computer-science research idea before implementation or paper writing. Converts claims into pilot-first experiment matrices covering ablations, diagnostics, robustness, failure analysis, resource coordination, and…
Search, screen, deeply read, synthesize, and publish recent research papers for a user-specified topic, window, count, quality/attention balance, and language. Use for evidence-anchored literature digests, cross-paper comparisons, original-language excerpts,…
Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict…
Use when independently reviewing a research-paper draft before submission, running a mock top-conference panel, assessing readiness or accept/reject risk, or predicting reviewer concerns for venues such as CVPR, ICCV, ECCV, ICLR, NeurIPS, and AAAI. Does not…
Use when planning, drafting, revising, compressing, or auditing conference rebuttals and author responses in OpenReview Markdown or PDF. Supports exact reviewer mapping, evidence and experiment integration, guided risk decisions, venue-format validation, and…
Use when planning, drafting, or restructuring the Abstract, Introduction, Related Work, Method, Experiments, or Conclusion of a computer-vision, 3D-perception, or autonomous-driving paper. Provides section- and paragraph-level methodology; use…
Use when designing, redrawing, or validating research-paper figures and tables, including Matplotlib plots, LaTeX tables, benchmarks, captions, legends, annotations, color, and typography. Preserves exact evidence and checks rendered PDFs for clipping,…
Create or revise audience-ready HTML paper presentations for lab meetings and journal clubs. Use when Codex needs source-grounded figures and tables, a fluent live-talk narrative, verified quotations, varied explanatory diagrams, presenter-paced reveals, or…
Use when diagnosing or fixing user-reported application bugs. Guides evidence-backed root-cause analysis from symptoms, screenshots, logs, provider failures, background tasks, storage, or desktop lifecycle behavior through a scoped patch and regression tests.
Use when implementing or improving a user-facing app workflow. Guides product-grade UX, frontend, backend/API behavior, AI/provider or long-running task states, tests, and end-to-end verification from rough requirements to a shippable feature.
Use when preparing a desktop or web app update for commit, packaging, installer validation, GitHub publication, release asset upload, or old-release pruning. Protects user data and verifies that published artifacts match the tested build.
Use when Codex Desktop sidebar sessions disappear, fail with systemError, or cannot continue after a model_provider switch. Diagnoses and repairs active, non-archived sessions without changing authentication or provider configuration.
Use when preparing or publishing a local project as a clean GitHub repository. Covers new repositories, private staging releases, public README cleanup, updates to existing remotes, and research-code packaging without datasets, checkpoints, papers, or…
Use when a user asks to be grilled, interviewed, or to stress-test an underspecified plan or design. Resolve one decision branch at a time until implementation choices and success criteria are explicit.
Use when planning a source-grounded method overview, architecture, pipeline, system/data-flow, mechanism, or agent-workflow figure for a CS or deep-learning paper. Produces an editable figure brief before image generation or manual redrawing; not for plots,…
Use when research writing, reviews, rebuttals, or related-work planning needs academic evidence. Searches literature, screens candidate papers, audits novelty and missing work, verifies DOI/BibTeX/reference metadata and citation authenticity, and checks…
Use before writing custom code or a research workflow when a maintained library, tool, skill, or proven pattern may already exist. Searches repositories, package registries, documentation, GitHub, and academic evidence, then compares adopting, extending,…
Use when designing, implementing, reviewing, or improving web and mobile UI/UX. Consults searchable design data for product patterns, styles, palettes, typography, accessibility, charts, icons, and common frontend stacks.
Describe what this skill does and the concrete situations in which an agent should use it.