Individual skill

ts-paper-experiment

Repair an AI-generated scientific paper draft by diagnosing research logic, completing feasible experiments, rewriting the experiment section, and updating the full manuscript for claim-evidence consistency.

skills/ts-paper-experiment/SKILL.md

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Repository last updated: Aug 22, 2026
License: MIT

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SKILL.mdcore · 29,764 bytes
SKILL.mdcore · 29,764 bytes
SKILL.mdcore · 29,764 bytes
SKILL.mdcore · 29,764 bytes
SKILL.mdcore · 29,764 bytes
SKILL.mdcore · 29,764 bytes
SKILL.mdcore · 29,764 bytes
SKILL.mdcore · 29,764 bytes
SKILL.mdcore · 29,764 bytes
memory/failed_cases.mddoc · 421 bytes
memory/lessons_candidate.mddoc · 4,923 bytes
memory/lessons_validated.mddoc · 2,551 bytes
memory/rule_change_log.mddoc · 3,425 bytes
paper_config.yamlasset · 1,647 bytes
resources/anti_patterns.mddoc · 2,119 bytes
resources/claim_evidence_rules.mddoc · 2,093 bytes
resources/code_experiment_paper_consistency.mddoc · 5,227 bytes
resources/contribution_type_rules.mddoc · 2,987 bytes
resources/dataset_license_gate.mddoc · 1,609 bytes
resources/experiment_prerun_approval_gate.mddoc · 2,118 bytes
resources/experiment_table_audit.mddoc · 1,630 bytes
resources/experiment_templates.mddoc · 4,531 bytes
resources/final_submission_checklist.mddoc · 1,801 bytes
resources/golden_rules.mddoc · 6,945 bytes
resources/human_scientific_style.mddoc · 2,208 bytes
resources/methodology_core.mddoc · 3,178 bytes
resources/post_repair_narrative_review.mddoc · 2,501 bytes
resources/publication_polish_check.mddoc · 1,952 bytes
resources/raw_result_recomputation.mddoc · 1,962 bytes
resources/reference_verification.mddoc · 2,467 bytes
resources/rendered_pdf_layout_check.mddoc · 2,022 bytes
resources/reporting_guideline_router.mddoc · 1,528 bytes
resources/reproducible_artifact_packaging.mddoc · 2,008 bytes
resources/result_writing_patterns.mddoc · 1,808 bytes
resources/sci_q4_review_checklist.mddoc · 3,385 bytes
scripts/check_code_paper_consistency.pyruns · 4,799 bytes
scripts/check_pdf_layout.pyruns · 4,588 bytes
scripts/check_result_recomputation.pyruns · 5,447 bytes
scripts/collect_results.pyruns · 3,443 bytes
scripts/consistency_check.pyruns · 5,571 bytes
scripts/init_paper_overleaf.pyruns · 14,086 bytes
scripts/promote_lessons.pyruns · 2,711 bytes

Read excerpt


# ts-paper-experiment

> **Now part of the spark-to-paper-skills suite (Stage 8).** Previously a separate project
> (AutoPaperFactory); merged in so the whole pipeline lives in one repo. It runs in an **experiment
> workspace** (default `<ts_paper_run>/experiments/`, seeded by `ts-paper/scripts/handoff_to_experiments.py`
> with this skill's `paper_config.yaml` template). "Project root" below = that workspace. Overleaf is OFF
> by default; enable via the workspace `.env` (`OVERLEAF_GIT_URL`/`OVERLEAF_TOKEN`) — also in repo-root
> `.env.example`. References to "AutoPaperFactory" in the resource docs mean this same workspace.

Repair an AI-generated scientific paper draft into a more complete, honest manuscript. This
skill **diagnoses** the paper, **plans and runs only feasible experiments**, **edits the LaTeX
manuscript directly inside `./paper/`**, and **keeps the full paper claim–evidence consistent**.

## Working directory