SuperAPI AI Directory

paragraph-curator

Agents & models

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Updated 10-16 09:48

About this skill

Paragraph Curator

Triggers & routing

  • Trigger: paragraph compaction, paragraph budget, compact H3, paragraph compression, paragraph budget.
  • Use when: H3 section files have passed logic polish and must converge before the final argument snapshot and merge.

Compact paragraph boundaries without performing a new semantic rewrite.

This is a deterministic convergence step. It prevents a long drafting loop from leaving sections outside the delivery profile, while keeping the original prose and evidence recoverable. It does not rank paragraphs, generate alternatives, replace evidence, or decide which claims are important.

Inputs

  • sections/S<subsection-id>.md
  • queries.md for draft_profile
  • upstream logic and writer reports for operator context

Only H3 files are modified. Front matter (S1.md, S2.md), H2 lead files, and global sections are not touched.

Profile Contract

Profile Paragraphs per H3
course_paper 5-7
survey 10-12
deep 11-13

The script first joins short adjacent body paragraphs while respecting the profile floor. If a section remains over budget, it repeatedly joins the shortest eligible adjacent pair. It never truncates a paragraph or drops a middle block.

Outputs

  • updated H3 files under sections/
  • output/PARAGRAPH_CURATION_REPORT.md
  • sections/paragraphs_curated.refined.ok on PASS

The report records the active profile and before/after paragraph counts for each H3. PASS requires every H3 to be within budget and the sequence of citation blocks to be unchanged. On FAIL, the marker is removed.

Boundaries

  • If an H3 is below the floor, route to subsection-writer or the relevant evidence unit. Compaction must not invent padding.
  • If prose is repetitive or logically weak, route to writer-selfloop or section-logic-polisher. This Skill changes paragraph boundaries, not ideas.
  • Run argument-selfloop after this Skill so the argument ledger and section manifest describe the final section content.

Run

uv run python .codex/skills/paragraph-curator/scripts/run.py \
  --workspace workspaces/<name>

Optional runner fields are --unit-id, --inputs, --outputs, and --checkpoint.