WILLOSCAR

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

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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

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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.