WILLOSCAR/research-units-pipeline-skills
Skill Codex
Audit-style editing pass for output/DRAFT.md: remove template boilerplate, improve coherence, and enforce citation anchoring.
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
Audit-style editing pass for output/DRAFT.md: remove template boilerplate, improve coherence, and enforce citation anchoring.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Audit and rewrite evaluation/numeric claims to ensure they carry minimal protocol context (task + metric + constraint) and avoid underspecified model naming.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when paper-review needs a claim-by-claim evidence gap report grounded in an extracted claim ledger.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Bind addressable evidence IDs from papers/evidencebank.jsonl to each subsection (H3), producing outline/evidencebindings.jsonl.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Create per-subsection evidence packs (NO PROSE): claim candidates, concrete comparisons, evaluation protocol, limitations, plus citation-backed evidence snippets with provenance.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Evidence self-loop for surveys: read evidence bindings + evidence packs, then write an actionable upstream TODO plan (which stage/skill to fix) before writing more prose.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when a tutorial module plan exists but each module still needs a verifiable teaching loop.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when evidence-review has screened includes and needs a schema-aligned extraction table.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Write the survey's front matter files (Abstract, Introduction, Related Work, Discussion, Conclusion) in paper voice, with high citation density and a single evidence-policy paragraph.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Global consistency review for survey drafts: terminology, cross-section coherence, and scope/citation hygiene.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation).
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Review and record one pending human checkpoint in a research Workspace; use when a HUMAN Unit is blocked on an Approve C decision, and never treat silence or artifact existence as approval.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Lock an ideation run into a single-source-of-truth brainstorm brief (output/trace/IDEABRIEF.md) and a replayable multi-query plan (queries.md).
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Generate a compact pool of discussion-worthy research directions from the signal table, writing output/trace/IDEADIRECTIONPOOL.md.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Synthesize the shortlist into a discussion-ready research idea brainstorm memo, writing output/REPORT.md, output/APPENDIX.md, and output/REPORT.json.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Screen the direction pool with a discussion-first scoring pass, writing output/trace/IDEASCREENINGTABLE.md.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Converge the screened direction pool into a small, discussion-ready shortlist, writing output/trace/IDEASHORTLIST.md.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Map paper notes + taxonomy into a signal table of tensions, missing pieces, and promising academic axes for brainstorm discussion. Writes output/trace/IDEASIGNALTABLE.md.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Expand and refine search keywords (synonyms, acronyms, exclusions) and update queries.md.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Compile a LaTeX project and run basic QA (missing refs, bib errors, broken citations), producing latex/main.pdf and a build report.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Scaffold a LaTeX project (latex/main.tex, optional bibliography wiring, structure) from an existing Markdown draft.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Rewrite limitation passages so the paper keeps limitations without falling into count-based slot phrases (e.g., \"Two limitations…\") across many H3s.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Multi-route literature expansion + metadata normalization for evidence-first surveys.
WILLOSCAR/research-units-pipeline-skills
Skill Codex
Use when paper-review needs a canonical manuscript text artifact before claim extraction.
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: