WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when a tutorial concept DAG exists and the run needs an ordered teaching plan with objectives and outputs.
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
Use when a tutorial concept DAG exists and the run needs an ordered teaching plan with objectives and outputs.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when a tutorial module plan exists and the run needs an auditable module-to-source grounding file before prose.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when paper-review needs overlap/delta positioning against provided related work.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Rewrite subsection openers so they stop reading like a generated table-of-contents: remove \"overview/narration\" stems and reduce repeated opener cadences across H3s.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Merge/simplify an over-fragmented outline to hit a paper-like section budget (NO PROSE): target final ToC 6–8 H2, fewer thicker H3.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Convert a taxonomy (outline/taxonomy.yml) into a bullet-only outline (outline/outline.yml) with sections/subsections.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Planner-pass coverage + redundancy report for an outline+mapping, producing outline/coveragereport.md and outline/outlinestate.jsonl.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Write structured notes for each paper in the core set into papers/papernotes.jsonl (summary/method/results/limitations).
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Deterministically compact final H3 bodies to the active delivery profile's paragraph budget without deleting prose or changing citation-block order.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Download PDFs (when available) and extract plain text to support full-text evidence, writing papers/fulltextindex.jsonl and papers/fulltext/.txt.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Audit/regression checks for the evidence-first survey pipeline: citation health, per-section coverage, placeholder leakage, and template repetition.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Route an unbound research Goal to one Workflow or materialize its initial C0 kickoff block; use during initial binding, not for later checkpoint summaries or approval.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Post-merge paper-voice gate: inspect the reader-facing draft for planner-talk and axis-label artifacts, then route fixes to the actual source.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Write output/DRAFT.md (or output/SNAPSHOT.md) from an approved outline and evidence packs, using only verified citation keys from citations/ref.bib.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when evidence-review needs an operational protocol before screening and extraction.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Remove repeated boilerplate across sections (methodology disclaimers, generic transitions, repeated summaries) while preserving citations and meaning.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Run a research Workflow end to end when the user requests a survey, brief, review, tutorial, or idea exploration; route an unbound goal, execute one eligible Unit at a time, and stop at checkpoints or diagnosed failures.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when paper-review has claims plus evidence gaps and needs the final referee-style report.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Normalize cross-skill JSONL interfaces (ids + titles + citation key formats) so downstream skills do not rely on best-effort joins.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when an approved evidence-review protocol needs to be applied to a candidate pool.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Bind papers to chapter-level sections first, writing outline/sectionbindings.jsonl and outline/sectionbindingreport.md.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Build chapter-level briefs (outline/sectionbriefs.jsonl) from chapter skeleton plus section bindings before stable H3 decomposition.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Logic coherence pass for per-H3 section files: enforce a clear paragraph-1 thesis and surface paragraph-island risks (connector stats are diagnostic, not a quota) before merging.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Map papers from the core set to each outline subsection and write outline/mapping.tsv with coverage tracking.
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: