Agent skill · product strategy · imbad0202
academic-pipeline
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, coverage-bounded integrity checks, two-stage peer review, and auditable quality-assurance artifacts. 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.
Why this skill is useful
Adds a comprehensive orchestrator for managing the entire academic research workflow, including integrity checks and peer reviews, which are not standard knowledge.
What it needs
About 11k tokens when loaded. Last updated 2026-08-07. 41,196 stars on the source repository.
What this skill does
Academic Pipeline v3.21.1 — 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/intentclarificationprotocol.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 ARSPASSPORTRESET=1 to promote FULL checkpoints to context-reset boundaries. Use resumefrompassport=<hash> in a fresh session to continue from the recorded stage. See references/passportasresetboundary.md. v3.8 (opt-in): Set ARSCLAIMAUDIT=1 to enable the L3 claim-faithfulness audit gate at the Stage 4 → Stage 5 transition. When the flag is set, the orchestrator dispatches claimrefalignmentauditagent after the v3.7.1 Cite-Time Provenance Finalizer and before formatteragent's hard gate. The audit emits claimauditresults[] + uncitedassertions[] + claimdrifts[] + constraintviolations[] + auditsamplingsummaries[] aggregates per the 8-row matrix; HIGH-WARN classes gate-refuse output via the formatter REFUSE rules 6-10. Default OFF for v3.8.0 — ramp-on plan deferred to post-calibration evidence (spec §5 mode flag rationale). See agents/claimrefalignmentauditagent.md and the orchestrator §3.6 prose. v2.0 Core Improvements: 1. Mandatory user confirmation checkpoints — Each stage completion requires user confirmation before proceeding to the next step 2. Academic integrity checks — After paper completion and before review submission, run the declared reference, registered-claim, and reported-data checks; expose denominators, sampling, unknown states, and blocking verdicts 3. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills imbad0202/academic-pipeline