Ccf Paper Writer
Draft, revise, polish, compress, or presentation-adapt CCF manuscript prose. Use for 写作, 润色论文, 改写, 压缩论文, abstracts, sections, slides, and rewrites based on reviews. Preserve supplied evidence and format. Assessment without rewriting belongs to ccf-paper-reviewer; rebuttal belongs to ccf-rebuttal-writer.
- Skill ID
- mikubaka88/ccfa-skills/ccf-paper-writer
- Publisher
- mikubaka88
- Repository
- ccfa-skills
- Installs
- 0
- Files
- 230
- Synced
- Sep 23, 2026
Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.
mikubaka88/ccfa-skills/ccf-paper-writerInstalls these files- SKILL.md
- agents/openai.yaml
- paper_ref/LLaVA-4D.pdf
- paper_ref/VGGT_ Visual Geometry Grounded Transformer.pdf
- paper_ref/best-papers/aaai-2025-every-bit-helps.pdf
- references/ccf-a-venue-map.md
- references/citation-workflow.md
- references/compression-rules.md
- references/custom-format/default-user-format.md
- references/custom-format/evaluation/self-test-default-custom-format.md
- references/exemplar-style-analysis.md
- references/exemplars/cards/aaai-2024-gxvaes.md
- references/exemplars/cards/aaai-2025-every-bit-helps.md
- references/exemplars/cards/acl-2024-mission-impossible.md
- references/exemplars/cards/acl-2025-minilongbench.md
- references/exemplars/cards/acmmm-2024-speaker-to-dubber.md
- references/exemplars/cards/acmmm-2025-aff3dfunc.md
- references/exemplars/cards/chi-2024-constrained-highlighting.md
- references/exemplars/cards/cvpr-2023-best-papers.md
- references/exemplars/cards/cvpr-2024-best-papers.md
- references/exemplars/cards/cvpr-2025-vggt-best-paper.md
- references/exemplars/cards/eccv-2022-partial-distance-correlation.md
- references/exemplars/cards/eccv-2024-minimalist-vision.md
- references/exemplars/cards/iccv-2023-passive-ultra-wideband.md
- references/exemplars/cards/iccv-2025-brickgpt.md
- references/exemplars/cards/iclr-2024-outstanding-papers.md
- references/exemplars/cards/iclr-2025-outstanding-papers.md
- references/exemplars/cards/iclr-2026-outstanding-papers.md
- references/exemplars/cards/icml-2024-videopoet.md
- references/exemplars/cards/icml-2025-collabllm.md
- references/exemplars/cards/llava-4d.md
- references/exemplars/cards/neurips-2024-var.md
- references/exemplars/cards/neurips-2025-1000-layer-ssl-rl.md
- references/exemplars/cards/popl-2024-megalibm.md
- references/exemplars/cards/sigcomm-2024-l25gc-plus.md
- references/exemplars/cards/sigmod-2024-polardb-mp.md
- references/exemplars/cards/stoc-2024-theory-best-paper.md
- references/exemplars/cards/transformer-writing-style.md
- references/exemplars/cards/usenix-security-2024-inspectre-gadget.md
- references/exemplars/cards/vggt.md
- references/exemplars/evaluation/self-test-dynamic-scene-memory.md
- references/exemplars/index.md
- references/exemplars/papers/1706.03762.md
- references/exemplars/papers/1706.03762.pdf
- references/exemplars/papers/2212.09748.md
- references/exemplars/papers/2212.09748.pdf
- references/exemplars/papers/2305.10474.md
- references/exemplars/papers/2305.10474.pdf
- references/exemplars/papers/acl-2024-mission-impossible.md
- references/exemplars/papers/acl-2024-mission-impossible.pdf
- references/exemplars/papers/acl-2025-minilongbench.md
- references/exemplars/papers/acl-2025-minilongbench.pdf
- references/exemplars/papers/acmmm-2024-speaker-to-dubber.md
- references/exemplars/papers/acmmm-2024-speaker-to-dubber.pdf
- references/exemplars/papers/acmmm-2025-aff3dfunc.md
- references/exemplars/papers/acmmm-2025-aff3dfunc.pdf
- references/exemplars/papers/cvpr-2023-planning-oriented-ad.md
- references/exemplars/papers/cvpr-2023-planning-oriented-ad.pdf
- references/exemplars/papers/cvpr-2023-visual-programming.md
- references/exemplars/papers/cvpr-2023-visual-programming.pdf
- references/exemplars/papers/cvpr-2024-generative-image-dynamics.md
- references/exemplars/papers/cvpr-2024-generative-image-dynamics.pdf
- references/exemplars/papers/cvpr-2024-rich-human-feedback.md
- references/exemplars/papers/cvpr-2024-rich-human-feedback.pdf
- references/exemplars/papers/cvpr-2025-vggt.md
- references/exemplars/papers/cvpr-2025-vggt.pdf
- references/exemplars/papers/eccv-2022-partial-distance-correlation.md
- references/exemplars/papers/eccv-2022-partial-distance-correlation.pdf
- references/exemplars/papers/eccv-2024-minimalist-vision.md
- references/exemplars/papers/eccv-2024-minimalist-vision.pdf
- references/exemplars/papers/iccv-2023-passive-ultra-wideband.md
- references/exemplars/papers/iccv-2023-passive-ultra-wideband.pdf
- references/exemplars/papers/iccv-2025-brickgpt.md
- references/exemplars/papers/iccv-2025-brickgpt.pdf
- references/exemplars/papers/iclr-2024-generalization-diffusion.md
- references/exemplars/papers/iclr-2024-generalization-diffusion.pdf
- references/exemplars/papers/iclr-2024-learning-interactive-sim.md
- references/exemplars/papers/iclr-2024-learning-interactive-sim.pdf
- references/exemplars/papers/iclr-2024-never-train-from-scratch.md
- references/exemplars/papers/iclr-2024-never-train-from-scratch.pdf
- references/exemplars/papers/iclr-2024-protein-discovery.md
- references/exemplars/papers/iclr-2024-protein-discovery.pdf
- references/exemplars/papers/iclr-2024-vision-transformers-registers.md
- references/exemplars/papers/iclr-2024-vision-transformers-registers.pdf
- references/exemplars/papers/iclr-2025-alphaedit.md
- references/exemplars/papers/iclr-2025-alphaedit.pdf
- references/exemplars/papers/iclr-2025-learning-dynamics-llm.md
- references/exemplars/papers/iclr-2025-learning-dynamics-llm.pdf
- references/exemplars/papers/iclr-2025-safety-alignment.md
- references/exemplars/papers/iclr-2025-safety-alignment.pdf
- references/exemplars/papers/iclr-2026-llms-lost-multi-turn.md
- references/exemplars/papers/iclr-2026-llms-lost-multi-turn.pdf
- references/exemplars/papers/iclr-2026-transformers-succinct.md
- references/exemplars/papers/iclr-2026-transformers-succinct.pdf
- references/exemplars/papers/icml-2024-videopoet.md
- references/exemplars/papers/icml-2024-videopoet.pdf
- references/exemplars/papers/icml-2025-collabllm.md
- references/exemplars/papers/icml-2025-collabllm.pdf
- references/exemplars/papers/llava-4d.md
- references/exemplars/papers/llava-4d.pdf
- references/exemplars/papers/neurips-2017-transformer.md
- references/exemplars/papers/neurips-2017-transformer.pdf
- references/exemplars/papers/neurips-2024-var.md
- references/exemplars/papers/neurips-2024-var.pdf
- references/exemplars/papers/neurips-2025-1000-layer-ssl-rl.md
- references/exemplars/papers/neurips-2025-1000-layer-ssl-rl.pdf
- references/expert-review-loop.md
- references/length-budget-policy.md
- references/output-style-policy.md
- references/prose-quality-guardrails.md
- references/research-writing-patterns.md
- references/score-lifting-loop.md
- references/section-modules.md
- references/source-notes.md
- references/storyline-blueprint.md
- references/table-style-guide.md
- references/venue-adapters.md
- references/venue-guides/aaai.md
- references/venue-guides/acl.md
- references/venue-guides/acmmm.md
- references/venue-guides/ase.md
- references/venue-guides/asplos.md
- references/venue-guides/bibm.md
- references/venue-guides/cade.md
- references/venue-guides/cav.md
- references/venue-guides/ccc.md
- references/venue-guides/ccs.md
- references/venue-guides/ches.md
- references/venue-guides/chi.md
- references/venue-guides/cikm.md
- references/venue-guides/cluster.md
- references/venue-guides/coling.md
- references/venue-guides/concur.md
- references/venue-guides/conext.md
- references/venue-guides/crypto.md
- references/venue-guides/cscw.md
- references/venue-guides/cvpr.md
- references/venue-guides/dac.md
- references/venue-guides/dasfaa.md
- references/venue-guides/date.md
- references/venue-guides/eccv.md
- references/venue-guides/ecml-pkdd.md
- references/venue-guides/ecoop.md
- references/venue-guides/emnlp.md
- references/venue-guides/esa.md
- references/venue-guides/eurocrypt.md
- references/venue-guides/eurosys.md
- references/venue-guides/fast.md
- references/venue-guides/fm.md
- references/venue-guides/focs.md
- references/venue-guides/fse.md
- references/venue-guides/hotnets.md
- references/venue-guides/hotstorage.md
- references/venue-guides/hpca.md
- references/venue-guides/icalp.md
- references/venue-guides/icassp.md
- references/venue-guides/iccad.md
- references/venue-guides/iccd.md
- references/venue-guides/iccv.md
- references/venue-guides/icdcs.md
- references/venue-guides/icde.md
- references/venue-guides/icdm.md
- references/venue-guides/icfp.md
- references/venue-guides/iclr.md
- references/venue-guides/icme.md
- references/venue-guides/icml.md
- references/venue-guides/icpp.md
- references/venue-guides/icpr.md
- references/venue-guides/icra.md
- references/venue-guides/ics.md
- references/venue-guides/icse.md
- references/venue-guides/ieee-sp.md
- references/venue-guides/ijcai.md
- references/venue-guides/imc.md
- references/venue-guides/index.md
- references/venue-guides/infocom.md
- references/venue-guides/ipdps.md
- references/venue-guides/isca.md
- references/venue-guides/iscas.md
- references/venue-guides/ismb.md
- references/venue-guides/issta.md
- references/venue-guides/lics.md
- references/venue-guides/miccai.md
- references/venue-guides/micro.md
- references/venue-guides/mobicom.md
- references/venue-guides/mobisys.md
- references/venue-guides/msst.md
- references/venue-guides/naacl.md
- references/venue-guides/ndss.md
- references/venue-guides/neurips.md
- references/venue-guides/nsdi.md
- references/venue-guides/oopsla.md
- references/venue-guides/osdi.md
- references/venue-guides/percom.md
- references/venue-guides/pkc.md
- references/venue-guides/pldi.md
- references/venue-guides/pods.md
- references/venue-guides/popl.md
- references/venue-guides/ppopp.md
- references/venue-guides/raid.md
- references/venue-guides/recomb.md
- references/venue-guides/rtas.md
- references/venue-guides/rtss.md
- references/venue-guides/sas.md
- references/venue-guides/sc.md
- references/venue-guides/sensys.md
- references/venue-guides/sigcomm.md
- references/venue-guides/siggraph.md
- references/venue-guides/sigir.md
- references/venue-guides/sigkdd.md
- references/venue-guides/sigmetrics.md
- references/venue-guides/sigmod.md
- references/venue-guides/socc.md
- references/venue-guides/socg.md
- references/venue-guides/sosp.md
- references/venue-guides/stoc.md
- references/venue-guides/tcc.md
- references/venue-guides/ubicomp.md
- references/venue-guides/uist.md
- references/venue-guides/usenix-security.md
- references/venue-guides/vee.md
- references/venue-guides/vldb.md
- references/venue-guides/vmcai.md
- references/venue-guides/vr.md
- references/venue-guides/wine.md
- references/venue-guides/wsdm.md
- references/venue-guides/www.md
- references/writing-checklists.md
- scripts/check_prose_quality.py
- scripts/convert_pdf_to_card.py
What this skill tells the agent
CCF Paper Writer
Family File Contract
Before writing, resolve the canonical output and one stable working directory per task/artifact. Reuse explicit or established task paths; otherwise use project-root ccfa-workfiles/<purpose>/<artifact-id>/, with source/, assets/, cache/, and build/ only as needed. Update current files in place; do not scatter intermediates or create iteration copies. Preserve inputs and required evidence; clean only verified disposable files created by this task. Use UTF-8 text I/O and check Chinese text after saving or rendering. For file work, apply artifact-contracts.md and reuse the same paths across skill transitions.
Collaboration Contract
Before specialist execution, read and apply ccf-humanization first, then ccf-common. At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.
Keep one integrating owner and actively use other skills to resolve missing prerequisites or check material findings. Reuse applicable evidence; do not skip necessary groundwork to save tokens. Before finalizing, integrate contributions and verify affected results. Follow the conditional cooperation routes; avoid unrelated stages and duplicate reports.
Invocation Controls
CCFA Handoff Mode: PARTIAL (Recommended). Follow metadata.ccf_skill_controls.handoff_question_mode, ../ccf-common/references/handoff-modes.md, and ../ccf-common/references/task-modes.md. User scope and existing authorization govern execution; preserve plan-only, no-browsing, exact-output, and no-new-files requests.
This skill owns manuscript text, compression, and presentation prose. Preserve the supplied problem, method mechanism, experimental setting, numbers, citation keys, and conclusion unless a research change is authorized. A requested revision authorizes ordinary accurate wording edits and necessary local checks.
Run ccf-humanization as the first manuscript-facing preflight. Read ../ccf-humanization/references/humanization-policy.md and references/prose-quality-guardrails.md. These guide direct scientific writing; they do not start a separate review or a confirmation loop.
Writing Standard
Write from the contribution: what problem matters, why the mechanism addresses it, what the evidence establishes, and what follows. Replace reviewer-facing reassurance, apologetic novelty claims, repeated caveats, denial-led positioning, and stacked hedges with their scientific payload. Delete sentences with no payload. Do not add a limitations sentence to each paragraph, abstract, caption, or conclusion by habit.
Keep meaningful uncertainty, known negative results, necessary assumptions, fair-comparison constraints, and mandatory disclosures in direct academic prose. Do not write that a method is confirmed, approved, or publication-ready. Explain the actual method and relevant configuration. A missing result stays missing; a proposed study is not a completed experiment. Never guess citations or insert invented measurements to complete a draft.
Use the humanization policy as the single source for punctuation and pattern thresholds. Natural writing is a semantic editing task; passing a phrase checker does not establish quality. Keep scientifically necessary terms, negation, and hedging even when a heuristic flags them.
Modes And Reference Loading
| Mode | Deliverable | References beyond the shared prose policy |
|---|---|---|
polish | Revised paragraph or local passage in its source format | None unless a factual, citation, or explicit style question requires one. |
draft section | Requested section with a coherent scientific argument | The relevant part of references/section-modules.md; citation workflow only when literature support is needed. |
draft manuscript | Complete evidence-bound manuscript | Venue guide, references/length-budget-policy.md, references/storyline-blueprint.md, and relevant section/checklist references. |
compress | Shortened source text preserving meaning and numbers | references/compression-rules.md. |
presentation | Slides/poster/talk/Q&A prose from supplied research | Applicable presentation guidance in references/section-modules.md and the source paper. |
An abstract, caption, synopsis, paragraph edit, or exact JSON response does not require venue guides, full exemplars, reviewer panels, or length planning by default. Load matched exemplar cards from references/exemplars/index.md only for a requested style adaptation or a full manuscript that benefits from them. Never copy exemplar wording or technical content.
Workflow
- Identify the requested mode, output format, evidence, and target length from the conversation and supplied files. Infer routine choices; ask only for a missing decision that changes the research claim, deliverable, or feasibility. Continue independent work while that decision is pending.
- For an authorized edit to an existing manuscript, revise that file in place and preserve Markdown/LaTeX sections, commands, citations, labels, equations, and float environments unless restructuring is requested. Follow
../ccf-common/references/artifact-contracts.md; create no dated orv2copies for an ordinary iteration. Supplying a file for inspection alone does not authorize rewriting it. - For a full submission manuscript, read
references/venue-guides/index.mdand the matched guide, then establish a section budget usingreferences/length-budget-policy.md. If no venue or guide is available, use the existing NeurIPS guide/template as a disclosed drafting assumption.references/output-style-policy.mdcontrols ambiguous format choices. Current final policy requires official verification; local guides can support a provisional draft. - Organize the scientific argument. For a substantial introduction or full manuscript, use
references/storyline-blueprint.md; for bounded prose, directly connect problem, insight, mechanism, evidence, and implication. Keep material scope where it changes interpretation. Do not generate a reviewer-risk register or multi-expert tournament for ordinary writing. - Resolve evidence prerequisites before asserting dependent claims. When literature is needed, load
references/citation-workflow.md, useccf-literature-searcherfor missing sources, and update the bibliography without changing unrelated keys. Useccf-integrity-auditorfor unresolved citation-support or numerical conflicts. Reuse applicable verified evidence. For supplied-evidence-only or no-browsing tasks, preserve provided citations and keep unsupported claims provisional without inventing entries. - Draft the requested artifact. Use
references/research-writing-patterns.md, the relevantreferences/section-modules.mdpassages, and applicablereferences/writing-checklists.mdchecks for substantial writing only. A full paper includes all scientifically relevant and venue-required sections, with explicitTBDplaceholders for unavailable evidence. Keep methods, setups, and analyses substantive; never pad with generic caution, assumed modules, or imaginary results. - For reported experimental comparisons, consult
../ccf-humanization/references/experiment-discipline.mdwhen method identity or protocol matters. Use supplied design specifications for a proposed method and cited evidence for prior work; do not demand runnable checkpoints or full experimental confirmation to perform a text edit.
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