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willoscar/research-units-pipeline-skills

110 skills · 4K combined installs

Skills from this source

#
Skill
Source
8W Activity
Installs
1
latex-compile-qa Compile a LaTeX project and run basic QA (missing refs, bib errors, broken citations), producing `latex/main.pdf` and…
willoscar/research-units-pipeline-skills
143
2
pdf-text-extractor Download PDFs (when available) and extract plain text to support full-text evidence, writing `papers/fulltext_index.j…
willoscar/research-units-pipeline-skills
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3
citation-verifier Generate and verify BibTeX entries from paper notes, writing `citations/ref.bib` and `citations/verified.jsonl`. **Tr…
willoscar/research-units-pipeline-skills
108
4
draft-polisher Audit-style editing pass for `output/DRAFT.md`: remove template boilerplate, improve coherence, and enforce citation …
willoscar/research-units-pipeline-skills
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5
paper-notes Write structured notes for each paper in the core set into `papers/paper_notes.jsonl` (summary/method/results/limitat…
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6
claim-evidence-matrix Build a section-by-section claim–evidence matrix (`outline/claim_evidence_matrix.md`) from the outline and paper note…
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7
latex-scaffold Scaffold a LaTeX project (`latex/main.tex`, optional bibliography wiring, structure) from an existing Markdown draft.…
willoscar/research-units-pipeline-skills
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8
section-logic-polisher Logic coherence pass for per-H3 section files: enforce a clear paragraph-1 thesis and surface paragraph-island risks …
willoscar/research-units-pipeline-skills
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9
arxiv-search Retrieve paper metadata from arXiv using keyword queries and save results as JSONL (`papers/papers_raw.jsonl`). **Tri…
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10
subsection-polisher Polish a single H3 unit file under `sections/` into survey-grade prose (de-template + contrast/eval/limitation), with…
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11
evidence-auditor Use when `paper-review` needs a claim-by-claim evidence gap report grounded in an extracted claim ledger. **Trigger**…
willoscar/research-units-pipeline-skills
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12
keyword-expansion Expand and refine search keywords (synonyms, acronyms, exclusions) and update `queries.md`. **Trigger**: keyword expa…
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13
subsection-writer Write survey prose into per-section files under `sections/` so each unit can be QA'd independently before merging. **…
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14
novelty-matrix Use when `paper-review` needs overlap/delta positioning against provided related work. **Trigger**: novelty matrix, p…
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15
taxonomy-builder Build a 2+ level taxonomy (`outline/taxonomy.yml`) from a core paper set and scope constraints, with short descriptio…
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16
terminology-normalizer Normalize terminology across a draft (canonical terms + synonym policy) without changing citations or meaning. **Trig…
willoscar/research-units-pipeline-skills
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17
tutorial-module-writer Write the tutorial content (`output/TUTORIAL.md`) from an approved module plan, including exercises and answer outlin…
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47
18
global-reviewer Global consistency review for survey drafts: terminology, cross-section coherence, and scope/citation hygiene. Writes…
willoscar/research-units-pipeline-skills
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19
outline-builder Convert a taxonomy (`outline/taxonomy.yml`) into a bullet-only outline (`outline/outline.yml`) with sections/subsecti…
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20
redundancy-pruner Remove repeated boilerplate across sections (methodology disclaimers, generic transitions, repeated summaries) while …
willoscar/research-units-pipeline-skills
46
21
synthesis-writer Use when `evidence-review` has completed extraction and needs a bounded narrative synthesis. **Trigger**: synthesis, …
willoscar/research-units-pipeline-skills
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22
literature-engineer Multi-route literature expansion + metadata normalization for evidence-first surveys. Produces a large candidate pool…
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23
pipeline-router Select the most appropriate pipeline for a user goal, lock it in `PIPELINE.lock.md`, and route checkpoint questions i…
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24
citation-anchoring Regression-check citation anchoring (citations stay in the same subsection) to prevent “polish drift” that breaks cla…
willoscar/research-units-pipeline-skills
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25
rubric-writer Use when `paper-review` has claims plus evidence gaps and needs the final referee-style report. **Trigger**: rubric r…
willoscar/research-units-pipeline-skills
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style-harmonizer De-slot and harmonize paper voice across `sections/*.md` without changing meaning or citation keys. **Trigger**: styl…
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writer-selfloop Writing self-loop for surveys: run the strict section-quality gate, then rewrite only the failing `sections/*.md` fil…
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chapter-briefs Build per-chapter (H2) writing briefs (NO PROSE) so the final survey reads like a paper (chapter leads + cross-H3 coh…
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exercise-builder Use when a tutorial module plan exists but each module still needs a verifiable teaching loop. **Trigger**: exercises…
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extraction-form Use when `evidence-review` has screened includes and needs a schema-aligned extraction table. **Trigger**: extraction…
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prose-writer Write `output/DRAFT.md` (or `output/SNAPSHOT.md`) from an approved outline and evidence packs, using only verified ci…
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protocol-writer Use when `evidence-review` needs an operational protocol before screening and extraction. **Trigger**: protocol, PRIS…
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citation-diversifier Raise citation diversity/density (NO NEW FACTS): generate an in-scope “citation budget” plan per H3 so drafts stop fa…
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concept-graph Use when an approved tutorial spec exists and the run needs a deterministic prerequisite graph before module planning…
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dedupe-rank Use when a broad paper candidate pool needs deterministic deduplication and a stable core set. **Trigger**: dedupe, r…
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evidence-selfloop Evidence self-loop for surveys: read evidence bindings + evidence packs, then write an actionable upstream TODO plan …
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outline-refiner Planner-pass coverage + redundancy report for an outline+mapping, producing `outline/coverage_report.md` and `outline…
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38
subsection-briefs Build per-subsection writing briefs (NO PROSE) so later drafting is driven by evidence and checkable comparison axes …
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claim-matrix-rewriter Rewrite `outline/claim_evidence_matrix.md` as a projection/index of evidence packs (NO PROSE), so claims/axes are dri…
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claims-extractor Use when a review workspace has manuscript text and needs a traceable claim ledger. **Trigger**: claims extractor, ex…
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front-matter-writer Write the survey's front matter files (Abstract, Introduction, Related Work, Discussion, Conclusion) in paper voice, …
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pipeline-auditor Audit/regression checks for the evidence-first survey pipeline: citation health, per-section coverage, placeholder le…
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screening-manager Use when an approved `evidence-review` protocol needs to be applied to a candidate pool. **Trigger**: screening, titl…
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snapshot-writer Use when a `research-brief` workspace has a small paper set plus outline and needs a compact reader-facing briefing i…
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agent-survey-corpus Download a small corpus of open-access arXiv survey/review PDFs about agentic systems and extract text for style lear…
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chapter-lead-writer Write H2 chapter lead blocks (`sections/S<sec_id>_lead.md`) that preview the chapter's comparison lens and connect it…
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evidence-draft Create per-subsection evidence packs (NO PROSE): claim candidates, concrete comparisons, evaluation protocol, limitat…
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grad-paragraph Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation). **Trigg…
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section-merger Deterministically merge per-section files under `sections/` into `output/DRAFT.md`, preserving outline order and weav…
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unit-executor Execute exactly one runnable unit from `UNITS.csv` (first TODO whose dependencies are DONE), then update unit status …
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