spark-to-paper

Plugin spark-to-paper in Spark-To-Paper-Skills/spark-to-paper-skills. Commands read from the repo's manifest — 1 month ago.

Skills (14)

• ts-figure-optimize

  The suite's SOLE figure vectorizer: turn ONE raster scientific figure (a PNG/JPG, e.g. a gpt-image-2 schematic) into an editable, publication-ready figure via DrawAI's **key-free HYBRID** — local perception (SAM3 region detection + PaddleOCR + Box-IR layout, no account) then a deterministic hybrid b

• ts-figure-svg

  PaperBanana+ — turn a paper's figure brief into a native, editable, publication-grade SVG. Stage 1 runs the OFFICIAL PaperBanana (dwzhu-pku/PaperBanana, pulled by `setup_paperbanana.py`, its own Retriever→Planner→Stylist→Visualizer→Critic pipeline) to produce candidate PNGs. Stage 2 is the "+": Clau

• ts-idea2story

  Turn a raw research idea into a compelling, well-grounded research STORY (an 8-field structured proposal) ready to feed the ts-paper pipeline. Claude does almost everything natively — idea packaging, recall reasoning over a knowledge graph, agentic external literature search (WebSearch/WebFetch), st

• ts-kg-build

  Build a reusable research-PATTERN knowledge graph from a paper corpus, so ts-idea2story can recall prior problem→solution→story patterns. Claude does the reasoning (story-first pattern extraction, cluster naming + summaries); small scripts do the irreducible math (embeddings via a USER-SUPPLIED endp

• ts-paper-cite

  Stage 2 of the ts-paper suite. Build a complete, REAL refs.bib for a Traitement du Signal paper — using the user's provided references first and Claude's native WebSearch/WebFetch only for genuine gaps. Every entry must have full metadata (authors, year, venue, vol(issue):pages, DOI); never a title-

• ts-paper-data

  DATA-AWARE mode for the ts-paper suite. Activated by the orchestrator's router ONLY when the input ships REAL measured results (results_mode == "data_aware"); the proposal/no-numbers path is unchanged. Claude reads the user's data in ANY form (CSV / JSON / a pasted table / numbers in prose), judges

• ts-paper-experiment

  Repair an AI-generated scientific paper draft by diagnosing research logic, completing feasible experiments, rewriting the experiment section, and updating the full manuscript for claim-evidence consistency.

• ts-paper-figure

  Stage 6 of the ts-paper suite. Fill a Traitement du Signal paper's figure placeholders with real diagrams. Claude DESIGNS a concrete, rich figure and GROUNDS it on a real on-topic top/mid-journal MAIN figure (Claude **WebSearches** for it, then `fetch_reference_figures.py` pulls that paper's MAIN fi

• ts-paper-latex

  Stage 7 (final assemble + compile) of the ts-paper suite. Assemble drafted LaTeX section bodies + refs.bib + blueprint into a compilable paper in the active TEMPLATE and compile it to PDF. Copies the template's .sty/.cls + assets, runs the deterministic template-driven post-processes (caption positi

• ts-paper-plan

  Stage 1 of the ts-paper suite. Turn a research proposal into a single structured blueprint.json (title, ≤6 keywords, exactly 3 contributions, notation table, terminology glossary, experiment design, and per-section plans with word targets) for a Traitement du Signal proposal paper. Use when planning

• ts-paper-refine

  Stage 4 of the ts-paper suite. One holistic pass that right-sizes each drafted section toward Traitement du Signal JOURNAL length (not conference page-compression), enforces cross-section coherence and terminology consistency, removes redundancy, and preserves all citations, equations, and markers.

• ts-paper-review

  Adversarial peer-review HARDENING pass for a ts-paper draft — the thing a forward-only drafter/refiner can't do: argue the other side of the paper's claims. Distilled from PaperJury into a lean Claude-native engine: N isolated domain reviewers read the whole paper (verbatim-quote anti-skim) → merge/

• ts-paper-write

  Stage 3 of the ts-paper suite. Draft every section of a Traitement du Signal paper as LaTeX body files (sections/<id>.tex + abstract.tex) from the blueprint and refs.bib, following strict per-section recipes, the no-fabricated-results rule, and IIETA citation style. Write ALL sections in one pass. U

• ts-paper

  Generate a complete, publication-format journal/conference paper (LaTeX → compiled PDF) from whatever the user drops — a one-line idea, a proposal, or a proposal WITH real results. It ROUTES the input (idea→idea2story; proposal→proposal mode; results-present→data-aware mode), then runs plan→cite→wri