claudegoodies
Skill

academic-pipeline

From Imbad0202

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow, 연구부터 논문까지, 연구 주제 설정부터 논문 완성까지, 논문 전체 워크플로.

Orchestrates a 10-stage pipeline (research, write, integrity check, two-stage review, revise, finalize) by dispatching deep-research, academic-paper, and academic-paper-reviewer skills.

Use it when

  • Writing a full paper from topic to finalized manuscript in one session
  • Resuming an existing draft for reference/data integrity check or review
  • Revising a paper after receiving reviewer comments
  • Need a reproducible academic workflow with citation/data verification gates

Skip it if

  • Requires deep-research, academic-paper, and academic-paper-reviewer skills also installed
  • Does no research or writing itself, only detects stages and dispatches other skills
  • Adds mandatory confirmation checkpoints between stages, not suited for quick one-off drafting

Facts

Repository
Imbad0202/academic-research-skills
Status
Actively maintained
Last commit
Source file
academic-pipeline/SKILL.md

Source preview

The instructions Claude Code reads when this skill runs.

# Academic Pipeline v3.15.0 — Full Academic Research Workflow Orchestrator

A lightweight orchestrator that manages the complete academic pipeline from research exploration to final manuscript. It does not perform substantive work — it only detects stages, recommends modes, dispatches skills, manages transitions, and tracks state.

> **Routing discipline (v3.9.2):** see `.claude/CLAUDE.md` "Routing Discipline (v3.9.2)" + `shared/references/intent_clarification_protocol.md` for cross-skill routing rules. This skill assumes routing has already settled — ambiguous cross-phase materials should have been clarified upstream.

**v3.6.3 (opt-in):** Set `ARS_PASSPORT_RESET=1` to promote FULL checkpoints to context-reset boundaries. Use `resume_from_passport=<hash>` in a fresh session to continue from the recorded stage. See [`references/passport_as_reset_boundary.md`](references/passport_as_reset_boundary.md).

**v3.8 (opt-in):** Set `ARS_CLAIM_AUDIT=1` to enable the L3 claim-faithfulness audit gate at the Stage 4 → Stage 5 transition. When the flag is set, the orchestrator dispatches `claim_ref_alignment_audit_agent` after the v3.7.1 Cite-Time Provenance Finalizer and before `formatter_agent`'s hard gate. The audit emits `claim_audit_results[]` + `uncited_assertions[]` + `claim_drifts[]` + `constraint_violations[]` + `audit_sampling_summaries[]` aggregates per the 8-row matrix; HIGH-WA
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