Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing through structured intermediate artifacts.
This repository also configures its own agents. See what research-units-pipeline-skills tells them →
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Internal template for creating or refactoring a skill into the repository's reference-first shape. Trigger: reference-first template, blueprint skill, create a reusable skill, refactor a script-heavy skill. Use when: you need a lean SKILL.md, explicit references/, machine-readable assets/, and a minimal deterministic…
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Download a small corpus of open-access arXiv survey/review PDFs about agentic systems and extract text for style learning.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Extract per-subsection “anchor facts” (NO PROSE) from evidence packs so the writer is forced to include concrete numbers/benchmarks/limitations instead of generic summaries.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Build a final, machine-readable argument snapshot from current H3 sections and refresh section fingerprints before merge.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Audit one research Workspace for declared Unit outputs and Pipeline target Artifacts, writing output/CONTRACTREPORT.md; use for mid-Run coverage snapshots or final delivery completeness, not deep provenance integrity.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Retrieve arXiv paper metadata with keyword queries or import an offline arXiv export, and save results as JSONL (papers/papersraw.jsonl).
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Compile the Beamer tutorial deck and write a build report.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Generate a Beamer slide deck from the final tutorial and approved module structure.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when evidence-review has an extraction table and needs lightweight risk-of-bias fields.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Build per-chapter (H2) writing briefs (NO PROSE) so the final survey reads like a paper (chapter leads + cross-H3 coherence) without inflating the ToC.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Write H2 chapter lead blocks (sections/S lead.md) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Build a retrieval-informed chapter skeleton (outline/chapterskeleton.yml) from taxonomy/core scope before stable H3 decomposition.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Project completed stage Artifacts into a concise human-review block in DECISIONS.md; use before a Workflow checkpoint, not for Workflow routing or approval.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Regression-check citation anchoring (citations stay in the same subsection) to prevent “polish drift” that breaks claim→evidence alignment.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
PRODUCES a citation-budget plan/report (output/CITATIONBUDGETREPORT.md); does NOT edit the draft. Allocates an in-scope per-H3 budget (NO NEW FACTS) so drafts stop failing the global unique-citation gate; citation-injector applies it.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
APPLIES/consumes a citation-diversifier budget report (output/CITATIONBUDGETREPORT.md) to inject in-scope citations into an existing draft (NO NEW FACTS), so the run passes the global unique-citation gate without citation dumps.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Generate and verify BibTeX entries from paper notes, writing citations/ref.bib and citations/verified.jsonl.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Seed outline/claimevidencematrix.md from outline+notes; claim-matrix-rewriter rewrites it later from evidence packs.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Rewrite outline/claimevidencematrix.md as a projection/index of evidence packs (NO PROSE), so claims/axes are driven by outline/evidencedrafts.jsonl rather than outline placeholders.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when a review workspace has manuscript text and needs a traceable claim ledger.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when an approved tutorial spec exists and the run needs a deterministic prerequisite graph before module planning.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when a broad paper candidate pool needs deterministic deduplication and a stable core set.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Score an existing reader-facing deliverable and emit a deterministic PASS/FAIL scorecard plus bounded repair plan; use after synthesis, not to rewrite content.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: