lab-tools
claudeExperiment journal (/research-log), progress presentations (/report-slides), teaching decks (lecture-slides), and session mode routing (/mode)
13 skills · 15 commands · 3 agents · hooks
Project scoping, 13-agent deep research, 12-agent paper writing, multi-perspective peer review, and full 10-stage pipeline orchestrator
Plugin academic-research-skills from marketplace research-lab-skills in zi-yue-1129/research-lab-skills. Commands read from the repo's manifest — 2 days ago.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
academic-paper-reviewerMulti-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration m
academic-paper12-agent academic paper writing pipeline. 10 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure). 6 paper types, 5 citation formats, abstracts in one or more languages, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Ch
academic-pipelineOrchestrator 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 integ
agent-stateRecords what the agent does as it drives other skills -- Questions worked on, Runs executed, Results produced, Claims asserted -- in .research/state (canonical, low-frequency) and .research/events (canonical, append-only). Also models the research itself as Project/Hypothesis/Experiment/Source/Evide
deep-researchUniversal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, So
lecture-slidesBuild an editable teaching deck (.pptx) for a course lecture, tutorial, or onboarding talk: question titles, a running concrete example, cards and charts drawn as native shapes, section chips, footnoted sources, n / N page numbers, and full speaker notes. A named preset selects one course's look (e.
report-slidesUse when creating presentations and research reports, especially diagram-heavy decks with architecture, flowcharts, timelines, charts, conceptual illustrations, or editable PPTX output.
research-logRecord, manage, and query research experiment logs. Use when the user wants to log an experiment result, amend an existing entry, view recent logs, rebuild the index, or plan, execute, repeat, or diagnose research in a project containing docs/research_log/. Triggers on phrases like "log this experim
research-modeWork mode dispatcher for research workflows. 5 modes: exp (running experiments), daily (reading/notes), explore (deep-research exploration), report (slide generation), publish (academic-pipeline). Commands: /mode exp|daily|explore|report|publish|status|end. Banner labels in English; prompts and log
research-profileSelects and resolves named profiles: bundles of conventions that belong to one way of working rather than to a skill's core, such as a writing voice, a language policy, a field's references, a venue's citation style, or a slide style. Skills keep general defaults and read the active profile from her
research-project-initTurn a preliminary research idea into a scoped, reviewable, trackable project. Runs a lightweight guided dialogue covering problem statement, scope, exclusions, expected contributions, initial research questions, constraints, resources, milestones, success criteria, stop conditions, risks, and ethic
resource-resolverMaps logical resource roles (research log, experiment config, results, slides, paper, bibliography) to actual project paths, without assuming any folder naming convention. Use when a skill needs to know where to read or write a project resource, or when the user wants to set up or change where these
writing-voiceDraft or revise academic prose in a specific, calibrated voice, and calibrate new voices from someone's real manuscript edits. The voice's rules come from the active research profile (its `voice` axis), never from this skill, so the skill works for any author or advisor. Ships scripts that extract a
/academic-research-skills:ars-abstractARS academic-paper `abstract-only` mode — abstract(s) + keywords
/academic-research-skills:ars-cache-invalidateARS /ars-cache-invalidate — drop cached verification entries for a citation key
/academic-research-skills:ars-citation-checkARS academic-paper `citation-check` mode — citation error report
/academic-research-skills:ars-disclosureARS academic-paper `disclosure` mode — venue-specific AI-usage statement
/academic-research-skills:ars-format-convertARS academic-paper `format-convert` mode — convert to LaTeX / DOCX / PDF / Markdown
/academic-research-skills:ars-fullARS full pipeline — research → write → review → revise → finalize
/academic-research-skills:ars-lit-reviewARS academic-paper `lit-review` mode — annotated bibliography in paper format
/academic-research-skills:ars-mark-readARS /ars-mark-read — record human-read signal for one or more citation keys
/academic-research-skills:ars-outlineARS academic-paper `outline-only` mode — detailed outline + evidence map
/academic-research-skills:ars-planARS academic-paper `plan` mode — Socratic chapter-by-chapter planning
/academic-research-skills:ars-reviewerARS academic-paper-reviewer `full` mode — simulated peer-review panel
/academic-research-skills:ars-revision-coachARS academic-paper `revision-coach` mode — Revision Roadmap + Response Letter Skeleton
/academic-research-skills:ars-revisionARS academic-paper `revision` mode — revised draft + R&R responses
/academic-research-skills:ars-unmark-readARS /ars-unmark-read — rescind a prior human-read mark for one or more citation keys
/academic-research-skills:profileShow, list, choose, or clear the active research profile (voice, language, field, venue, slides)
report_compiler_agentTransforms research findings into polished APA 7.0 academic reports; activated in Phase 4 and Phase 6
research_architect_agentDesigns the methodological blueprint; selects research paradigm, method, data strategy, and analytical framework
synthesis_agentIntegrates findings across sources, resolves evidence conflicts, and maps knowledge gaps
bash "${CLAUDE_PLUGIN_ROOT}/scripts/announce-ars-loaded.sh"
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/tooling/ars_write_scope_guard.py"
Experiment journal (/research-log), progress presentations (/report-slides), teaching decks (lecture-slides), and session mode routing (/mode)
13 skills · 15 commands · 3 agents · hooks
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