willoscar

willoscar/research-units-pipeline-skills

82 resources in this repository

GitHub
🎯82
185

🎯Skills82

🎯pdf-text-extractor🎯Skill

Extracts text content from PDF documents for research pipelines, from a skills-first research framework that guides AI agents through structured academic research workflows.

pdf-text-extractor
🎯latex-compile-qa🎯Skill

Validates and quality-checks LaTeX compilation, ensuring the generated LaTeX document meets specified compilation requirements and standards before final rendering.

latex-compile-qa
🎯draft-polisher🎯Skill

A skills-first research pipeline framework with 6 checkpoints and 40+ atomic units, enforcing evidence-based research through semantic skills, guardrails, and explicit acceptance criteria.

draft-polisher
🎯citation-verifier🎯Skill

A skills-first research pipeline framework with 6 checkpoints and 40+ atomic units, enforcing evidence-based research through semantic skills, guardrails, and explicit acceptance criteria.

citation-verifier
🎯paper-notes🎯Skill

Manages and generates structured research paper notes and summaries for academic workflows, from a skills-first research framework that guides AI agents through structured research pipelines.

paper-notes
🎯section-logic-polisher🎯Skill

Research section logic polishing skill for refining academic paper sections with semantic skills that know what to do and how.

section-logic-polisher
🎯subsection-polisher🎯Skill

Polishes and refines subsections of research papers for improved academic writing quality, from a research pipeline skills system that guides AI-assisted research workflows.

subsection-polisher
🎯keyword-expansion🎯Skill

Semantic skills for research pipelines that teach AI models how to conduct research with structured methodology, knowing what to do, how to do it, to what extent, and what boundaries to respect.

keyword-expansion
🎯subsection-writer🎯Skill

A skill-based research pipeline for academic writing, breaking down the survey-writing process into verifiable, recoverable steps with clear inputs, outputs, acceptance criteria, and guardrails.

subsection-writer
🎯claim-evidence-matrix🎯Skill

A semantic skill for research pipelines that helps structure claim-evidence matrices, knowing what to do, how to do it, to what standard, and what boundaries to respect in research analysis.

claim-evidence-matrix
🎯arxiv-search🎯Skill

Searches and retrieves academic research papers from arXiv based on specified research topics or keywords, preparing curated paper lists for further research pipeline processing.

arxiv-search
🎯latex-scaffold🎯Skill

A latex scaffold skill from Research Units Pipeline Skills, providing research methodology and data pipeline skills.

latex-scaffold
🎯synthesis-writer🎯Skill

A synthesis writer skill from Research Units Pipeline Skills, providing research methodology and data pipeline skills.

synthesis-writer
🎯tutorial-module-writer🎯Skill

A skills-first research pipeline that breaks down survey writing into verifiable, recoverable small steps, where each skill has defined inputs, outputs, acceptance criteria, and guardrails.

tutorial-module-writer
🎯terminology-normalizer🎯Skill

A terminology normalizer skill from Research Units Pipeline Skills, providing research methodology and data pipeline skills.

terminology-normalizer
🎯outline-builder🎯Skill

A outline builder skill from Research Units Pipeline Skills, providing research methodology and data pipeline skills.

outline-builder
🎯pipeline-router🎯Skill

A skills-first research pipeline framework that decomposes academic survey writing into verifiable, recoverable steps -- from paper retrieval and outline creation to evidence gathering, writing, and LaTeX PDF generation.

pipeline-router
🎯global-reviewer🎯Skill

Performs global review of research outputs within a semantic skills-based research pipeline, ensuring quality and consistency across research units.

global-reviewer
🎯writer-selfloop🎯Skill

A research pipeline skill system where each skill knows what to do, how to do it, what criteria to meet, and what behaviors are forbidden, designed for guiding models through structured research workflows.

writer-selfloop
🎯literature-engineer🎯Skill

A literature engineer skill from Research Units Pipeline Skills, providing research methodology and data pipeline skills.

literature-engineer
🎯style-harmonizer🎯Skill

A style harmonizer skill from Research Units Pipeline Skills, providing research methodology and data pipeline skills.

style-harmonizer
🎯chapter-briefs🎯Skill

A skills-first research pipeline that breaks academic survey writing into checkpointed stages with semantic skills, each defining inputs, outputs, acceptance criteria, and guardrails for evidence-based paper production.

chapter-briefs
🎯extraction-form🎯Skill

A extraction form skill from Research Units Pipeline Skills, providing research methodology and data pipeline skills.

extraction-form
🎯citation-diversifier🎯Skill

A skills-first research pipeline that decomposes academic paper writing into verifiable, recoverable steps with semantic skills containing explicit inputs/outputs, acceptance criteria, and guardrails for evidence-based writing.

citation-diversifier
🎯subsection-briefs🎯Skill

A skills-first research pipeline that decomposes academic survey writing into verifiable, recoverable steps with 40+ atomic units across 6 checkpoints, enforcing evidence-first methodology before prose writing.

subsection-briefs
🎯redundancy-pruner🎯Skill

A skills-first research pipeline that decomposes academic paper writing into verifiable, recoverable steps with semantic skills containing explicit inputs/outputs, acceptance criteria, and guardrails for evidence-based writing.

redundancy-pruner
🎯prose-writer🎯Skill

A skills-first research pipeline that breaks academic survey writing into checkpointed stages with semantic skills, each defining inputs, outputs, acceptance criteria, and guardrails for evidence-based paper production.

prose-writer
🎯citation-anchoring🎯Skill

A skills-first research pipeline that breaks academic survey writing into checkpointed stages with semantic skills, each defining inputs, outputs, acceptance criteria, and guardrails for evidence-based paper production.

citation-anchoring
🎯novelty-matrix🎯Skill

A novelty matrix skill from Research Units Pipeline Skills, providing research methodology and data pipeline skills.

novelty-matrix
🎯dedupe-rank🎯Skill

Skill

dedupe-rank
🎯taxonomy-builder🎯Skill

A skills-first research pipeline that decomposes academic paper writing into verifiable, recoverable steps with semantic skills containing explicit inputs/outputs, acceptance criteria, and guardrails for evidence-based writing.

taxonomy-builder
🎯evidence-selfloop🎯Skill

A skills-first research pipeline that decomposes academic paper writing into verifiable, recoverable steps with semantic skills containing explicit inputs/outputs, acceptance criteria, and guardrails for evidence-based writing.

evidence-selfloop
🎯exercise-builder🎯Skill

A skills-first research pipeline that decomposes the academic paper writing process into 40+ atomic units across 6 checkpoints, with semantic skills for literature search, taxonomy building, evidence binding, and LaTeX writing β€” designed for LLM-agent-driven research automation.

exercise-builder
🎯evidence-auditor🎯Skill

A skills-first research pipeline that decomposes academic paper writing into verifiable, recoverable steps with semantic skills containing explicit inputs/outputs, acceptance criteria, and guardrails for evidence-based writing.

evidence-auditor
🎯section-merger🎯Skill

A skills-first research pipeline that guides AI agents through structured academic survey writing, with checkpoints from paper retrieval through evidence gathering to LaTeX PDF generation, enforcing quality gates at each step.

section-merger
🎯chapter-lead-writer🎯Skill

A skills-first research pipeline that guides AI agents through writing academic surveys, breaking the process into checkpointed stages from literature search through evidence collection to final LaTeX PDF generation.

chapter-lead-writer
🎯claim-matrix-rewriter🎯Skill

Skill

claim-matrix-rewriter
🎯snapshot-writer🎯Skill

A skills-first research pipeline that guides AI agents or humans through writing academic surveys, from literature search through outline planning, evidence collection, and final LaTeX PDF generation with quality gates at each checkpoint.

snapshot-writer
🎯front-matter-writer🎯Skill

A skills-first research pipeline system with semantic execution units that guide humans and AI models through a 6-checkpoint academic survey writing process, enforcing evidence-based writing with explicit acceptance criteria and guardrails.

front-matter-writer
🎯pipeline-auditor🎯Skill

A skills-first research pipeline system with semantic execution units that guide humans and AI models through a 6-checkpoint academic survey writing process, enforcing evidence-based writing with explicit acceptance criteria and guardrails.

pipeline-auditor
🎯outline-refiner🎯Skill

A skills-first research pipeline framework that guides AI agents and humans through a structured 6-checkpoint workflow for writing academic survey papers, with evidence-based quality gates and modular reusable skills.

outline-refiner
🎯claims-extractor🎯Skill

A skills-first research pipeline that guides AI agents through structured academic survey writing, with checkpoints from paper retrieval through evidence gathering to LaTeX PDF generation, enforcing quality gates at each step.

claims-extractor
🎯screening-manager🎯Skill

A skills-first research pipeline that guides AI agents through structured academic survey writing, with 6 checkpoints from paper retrieval through LaTeX PDF generation, enforcing evidence-based composition and quality gates.

screening-manager
🎯post-merge-voice-gate🎯Skill

A skills-first research pipeline that breaks survey paper writing into verifiable, recoverable atomic units with 6 checkpoints, enforcing an evidence-before-prose approach with quality gates and modular skill reuse across pipelines.

post-merge-voice-gate
🎯unit-executor🎯Skill

A skills-first research pipeline that guides AI agents through structured academic survey writing, with 6 checkpoints from paper retrieval through LaTeX PDF generation, enforcing evidence-based composition and quality gates.

unit-executor
🎯rubric-writer🎯Skill

A skills-first research pipeline framework that provides semantic, guided execution units with acceptance criteria and guardrails for AI-assisted academic survey writing across 6 checkpoints.

rubric-writer
🎯protocol-writer🎯Skill

A skills-first research pipeline that breaks survey paper writing into verifiable, recoverable steps with checkpoints -- from literature retrieval and taxonomy building to evidence preparation and LaTeX PDF generation.

protocol-writer
🎯writer-context-pack🎯Skill

A skills-first research pipeline that breaks survey paper writing into verifiable, recoverable steps with checkpoints -- from literature retrieval and taxonomy building to evidence preparation and LaTeX PDF generation.

writer-context-pack
🎯evidence-draft🎯Skill

A skills-first research pipeline that guides AI agents through structured academic survey writing, with checkpoints from paper retrieval through evidence gathering to LaTeX PDF generation, enforcing quality gates at each step.

evidence-draft
🎯agent-survey-corpus🎯Skill

A skills-first research pipeline framework that provides semantic, guided execution units with acceptance criteria and guardrails for AI-assisted academic survey writing across 6 checkpoints.

agent-survey-corpus
🎯research-pipeline-runner🎯Skill

A skills-first research pipeline that guides AI agents through structured academic survey writing, with 6 checkpoints from paper retrieval through LaTeX PDF generation, enforcing evidence-based composition and quality gates.

research-pipeline-runner
🎯outline-budgeter🎯Skill

A semantic skills-based research pipeline that decomposes academic survey writing into verifiable, recoverable steps across 6 checkpoints with 40+ atomic units. Enforces evidence-first methodology where taxonomy, mapping, and evidence packs must be built before writing.

outline-budgeter
🎯concept-graph🎯Skill

A skills-first research pipeline that guides AI agents through structured academic survey writing, with 6 checkpoints from paper retrieval through LaTeX PDF generation, enforcing evidence-based composition and quality gates.

concept-graph
🎯tutorial-spec🎯Skill

A skills-first research pipeline framework that guides humans and AI models through a structured 6-checkpoint academic research workflow, with semantic skills defining inputs, outputs, acceptance criteria, and guardrails for each step.

tutorial-spec
🎯anchor-sheet🎯Skill

A skills-first research pipeline framework that guides humans and AI models through a structured 6-checkpoint academic research workflow, with semantic skills defining inputs, outputs, acceptance criteria, and guardrails for each step.

anchor-sheet
🎯table-filler🎯Skill

A skills-first research pipeline that breaks down writing academic surveys into verifiable, resumable steps with semantic skills, evidence-first methodology, and quality gates for producing LaTeX survey papers from literature search to PDF output.

table-filler
🎯transition-weaver🎯Skill

A skills-first research pipeline that breaks down writing academic surveys into verifiable, resumable steps with semantic skills, evidence-first methodology, and quality gates for producing LaTeX survey papers from literature search to PDF output.

transition-weaver
🎯schema-normalizer🎯Skill

A skills-first research pipeline framework that guides humans and AI models through a structured 6-checkpoint academic research workflow, with semantic skills defining inputs, outputs, acceptance criteria, and guardrails for each step.

schema-normalizer
🎯workspace-init🎯Skill

A skills-first research pipeline that breaks down writing academic surveys into verifiable, resumable steps with semantic skills, evidence-first methodology, and quality gates for producing LaTeX survey papers from literature search to PDF output.

workspace-init
🎯survey-visuals🎯Skill

A semantic skills-based research pipeline that decomposes academic survey writing into verifiable, recoverable steps across 6 checkpoints with 40+ atomic units. Enforces evidence-first methodology where taxonomy, mapping, and evidence packs must be built before writing.

survey-visuals
🎯module-planner🎯Skill

A semantic skills-based research pipeline that decomposes academic survey writing into verifiable, recoverable steps across 6 checkpoints with 40+ atomic units. Enforces evidence-first methodology where taxonomy, mapping, and evidence packs must be built before writing.

module-planner
🎯survey-seed-harvest🎯Skill

A skills-first research pipeline that breaks down writing academic surveys into verifiable, resumable steps with semantic skills, evidence-first methodology, and quality gates for producing LaTeX survey papers from literature search to PDF output.

survey-seed-harvest
🎯evidence-binder🎯Skill

A semantic skills-based research pipeline that decomposes academic survey writing into verifiable, recoverable steps across 6 checkpoints with 40+ atomic units. Enforces evidence-first methodology where taxonomy, mapping, and evidence packs must be built before writing.

evidence-binder
🎯grad-paragraph🎯Skill

A skills-first research pipeline framework that guides AI agents and humans through a structured 6-checkpoint workflow for writing academic survey papers, with evidence-based quality gates and modular reusable skills.

grad-paragraph
🎯citation-injector🎯Skill

A skills-first research pipeline framework that guides humans and AI models through a structured 6-checkpoint academic research workflow, with semantic skills defining inputs, outputs, acceptance criteria, and guardrails for each step.

citation-injector
🎯bias-assessor🎯Skill

Skill

bias-assessor
🎯argument-selfloop🎯Skill

Skill

argument-selfloop
🎯unit-planner🎯Skill

Skill

unit-planner
🎯artifact-contract-auditor🎯Skill

Skill

artifact-contract-auditor
🎯section-mapper🎯Skill

Skill

section-mapper
🎯limitation-weaver🎯Skill

Skill

limitation-weaver
🎯table-schema🎯Skill

Skill

table-schema
🎯appendix-table-writer🎯Skill

Skill

appendix-table-writer
🎯evaluation-anchor-checker🎯Skill

Skill

evaluation-anchor-checker
🎯opener-variator🎯Skill

Skill

opener-variator
🎯paragraph-curator🎯Skill

Skill

paragraph-curator
🎯deliverable-selfloop🎯Skill

Skill

deliverable-selfloop
🎯idea-shortlist-curator🎯Skill

Skill

idea-shortlist-curator
🎯idea-brief🎯Skill

Skill

idea-brief
🎯manuscript-ingest🎯Skill

Skill

manuscript-ingest
🎯human-checkpoint🎯Skill

Skill

human-checkpoint
🎯idea-pool-expander🎯Skill

Skill

idea-pool-expander