CCFA-Skills

Compose, polish, generate, and QA publication-grade CCF paper figures, tables, captions, palettes, panel maps, Python plotting code, and manuscript visual layout integration from supplied data/results. Use for figure/table layout, visual QA, palette selection, LaTeX figure/table placement, multi-panel design, creative data visualization, data-analysis plots, pie/donut charts, bar charts, volcano plots, correlation heatmaps, composite dashboards, source-data traceability, and making visuals fit naturally in the paper. Do not design experiments, invent results, write manuscript prose as the main task, or perform final submission compliance.

Shared governance for the CCFA family: routing, trigger registry, task modes, handoff modes, source registry, privacy/evidence policy, ccfa.yaml, and artifact contracts. Use only when maintaining or auditing CCFA skills; not for ordinary research tasks.

Design CCF paper evidence packages: datasets, baselines, metrics, ablations, robustness tests, result-table templates, and real-result figure/table presentation. Use for experiment design, benchmark planning, baseline selection, ablation design, result tables, publication figures from supplied numbers, 设计实验, 对比实验, 消融, 结果图表. Do not invent results.

Audit CCF paper integrity: claim-support alignment, result-to-claim consistency, numeric consistency, terminology consistency, figure/table-to-text consistency, existing citation existence, BibTeX metadata, and citation-context support. Use for evidence audit, citation audit, consistency check, 引用核验, claim审计, 数字一致性. Do not perform full scientific review or broad literature search.

Review CCF/target-venue manuscripts end to end: scientific novelty, soundness, evidence, simulated reviewers, AC/meta-review, score risk, writing logic, paragraph clarity, LaTeX/format presentation, and reviewer-facing revision actions. Use for paper review, scientific review, writing review, format review, 审稿, 模拟审稿, 论文评分, 写作评审, 逐段评审, LaTeX检查. Do not rewrite the manuscript as the main task and do not write rebuttals.

Convert user-provided conference paper PDFs into distilled writing exemplar cards for the ccf-paper-writer skill. Extracts full text, analyzes writing patterns by venue, and produces ready-to-use exemplar cards with story patterns, abstract/introduction/method/evidence moves, and citation-style analysis. Use when the user wants to add custom writing exemplars, convert favorite papers into reusable writing templates, or build a personal exemplar library for a target venue.

Plan, draft, revise, polish, compress, and presentation-adapt CCF research paper text while preserving user-supplied idea scope and evidence. Use for paper writing, abstract/introduction/related work/method/experiment writing, polishing, page/word compression, slides/poster/talk/Q&A preparation, 润色论文, 写作, 压缩论文, 报告展示. Do not perform full review, evidence audit, submission-package checks, or rebuttal as the main task.

Write and organize CCF conference rebuttals, author responses, response letters, revision summaries, reviewer-comment ledgers, and conservative resubmission adaptation plans. Use for rebuttal, author response, AC/meta-review response, revision ledger, resubmission to a new venue, 审稿意见回复, 重投迁移. Do not trigger for ordinary manuscript writing.

Check CCF conference submission readiness: venue LaTeX/template/page/anonymity/camera-ready rules, LaTeX/PDF build, metadata, fonts, supplementary files, artifact/reproducibility package, code/data/model release plan, licenses, seeds, and policy freshness. Use for submission check, venue format, NeurIPS/CVPR/ICML template/page limit, artifact package, 投稿检查, 会议格式. Do not polish manuscript content.

Turn rough CCF research directions into concrete problem, gap, insight, method, novelty, and evidence plans. Use for idea optimization, fuzzy idea concretization, research direction shaping, early direction exploration, salvage routes, 优化idea, 具象化idea, 研究思路优化, 找方向, 方向探索. Do not rank or score multiple ideas as the main output.

Strictly score, rank, compare, and triage early CCF research ideas with prior-art awareness and venue-fit risk. Use only for explicit idea scoring, idea ranking, idea review, acceptance-potential triage, idea评分, 选题评分, 选题排名, 严格评审. Do not polish manuscripts, brainstorm directions, or optimize a single idea unless scoring is explicit.

Monitor arXiv, OpenReview, conference feeds, labs, projects, and competitor papers for new work that may overlap with a user's idea. Use for arxiv-watch, novelty-check, trend-scouting, competitor-tracking, paper tracking, 竞品监控, 新论文追踪, 论文跟踪, 类似 idea 监控. Link findings to ccf-literature-searcher, ccf-idea-reviewer, ccf-idea-optimizer, ccf-paper-writer, and ccf-integrity-auditor.

Search and screen literature, related work, datasets, benchmarks, citation evidence, and research opportunity maps for CCF workflows. Use for literature search, related work, prior art, benchmark search, direction scouting, 文献检索, 相关工作, benchmark搜索, 方向调研. Do not audit only already-cited references or write the manuscript as the main task.

Plan and coordinate CCF paper-project stages, goals, constraints, success criteria, gates, artifacts, handoffs, and ccfa.yaml status across the CCFA family. Use for workflow planning, task decomposition, project status, stage gates, next-skill routing, 任务拆解, 流程规划. Do not perform downstream writing, review, search, experiment design, or rebuttal itself.

Create CCF paper project folders, select or copy LaTeX templates, initialize ccfa.yaml, and prepare artifact directories. Use for project scaffolding and reproducible workspace setup. Do not generate research content.

Design, create, update, validate, and audit Codex/CCFA skills, trigger wording, resources, references, scripts, path privacy, family governance, and CCFA documentation SVG diagrams. Use for skill maintenance, new skill creation, routing conflict cleanup, Markdown/SVG docs maintenance, and release validation. Do not perform research writing or review work.