Academic research toolchain -- systematic literature review, manuscript peer review, and IEEE reviewer discovery, backed by a single deterministic Python library and an accumulating local scholarly database.
Plugin cc-academia from marketplace cc-market in DawnEver/cc-market. Commands read from the repo's manifest — today.
This plugin runs code on your machine — its hooks fire automatically on events like tool use and it starts local MCP servers. The exact commands are listed below; read them before installing.
literature-reviewConduct a systematic literature review — define scope, search across providers, screen abstracts, acquire PDFs, ingest, and choose from deep-read/synthesis/Zotero/bibliography options.
manuscript-rerunRe-run a single step of the manuscript-review pipeline against an existing slug. Replaces the old manuscript-archive / manuscript-repolish skills.
manuscript-reviewReview an academic paper PDF — ingest, summarise, fan out multi-angle 锐评, polish user draft into publishable English reviewer comments, archive.
reviewer-discoveryFind candidate peer reviewers for a journal submission — profile the manuscript, search the literature, harvest authors of the closest work, screen conflicts of interest deterministically, and produce an evidenced shortlist with institutions, backgrounds and public contact addresses.
/cc-academia:literature-review:newliterature-abstract-screenerScreen paper abstracts against research brief inclusion/exclusion criteria
manuscript-polisher-englishPolish a rough user draft into publishable English reviewer comments — plain text, venue-review register
manuscript-reviewer-experiments锐评 — experimental adequacy + data distributions + figure/writing quality. Hunt missing baselines, cherry-picked benchmarks, unreported variance, misleading figures, captions that overclaim. Scrutinise distribution shapes, outliers, statistical test appropriateness, error bar semantics.
manuscript-reviewer-freestyle锐评 — wildcard. Invent a fresh angle the standard reviewers do not cover, then critique the paper from it.
manuscript-reviewer-methodology锐评 — methodological rigor + reproducibility. Hidden assumptions, proof gaps, definitional sloppiness, plus missing code/data/hyperparameters/seeds.
manuscript-reviewer-novelty锐评 — novelty + related-work coverage. Stress-test whether claimed contributions are genuinely new given the prior art the paper cites (and the prior art it doesn't).
manuscript-reviewer-significance锐评 — significance. Stress-test the increment over prior work, the reader's takeaway, and whether the analysis and mechanism generalise beyond the studied case.
literature-paper-readerDeep-read papers with domain lens → produce paper cards (Phase 2)
literature-query-reviewerReview and refine Boolean search queries for literature discovery
zoteroruns: uv run --link-mode copy --no-project --with zotero-mcp-server[semantic,pdf]==0.6.3 --with-editable ${CLAUDE_PLUGIN_ROOT} academia-zotero-mcp
node "${CLAUDE_PLUGIN_ROOT}/hooks/guard-manuscript.mjs"
Multi-provider agent fabric — any agent (claude / codex / …) invoking, orchestrating, and handing off to models of any provider. One `call` primitive (task/review/agent/image modes), parallel fan_out, and a minimal observe proxy that dissolves the Foundry-vs-tap conflict.
2 skills · 3 commands · 1 agent · 1 MCP server
REM sleep for Claude sessions — consolidate learnings into memory that converges without deletion: read-only recall, a derived index, crystallized rules. Includes memos: fact caching keyed on git blob hashes, listed on SessionStart/PostCompact.
4 skills · 1 command · hooks
Unattended server & long-running task supervision — the Claude front end over lab_commons.supervise. Health checks, anomaly detection, auto-repair and multi-channel alerting. One TOML config per project; the machinery is in the shared library.
1 skill · 3 commands
LaTeX writing assistant — compile workflow, academic writing style, and word counting (texcount) for LaTeX documents. Per-section word counts with references excluded, targets and JSON output.
2 skills · 1 agent
Post-feature sharp review — 3 parallel reviewers with schema enforcement, merge findings, sync structured task list with memory cross-references.
1 skill · 1 agent · hooks
Iterative TDD review→fix loop — each round critiques the codebase, fans out fix agents over disjoint files, verifies, gates hard calls to the human, keeps tests green, and commits. Severity-based convergence with safety caps.
1 skill
Talk like caveman. Cut filler. Keep technical details explicit.
22 skills · 1 command · 3 agents · hooks
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
tasteskill 2.5.1: professional company websites at the figma.com and x.ai level, with one section per screen, real photographs, real product UI, effects kept for tech and gaming pages, and a real-browser checker and finish gate.
1 skill
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications
5 skills · hooks
Cross-session memory and token savings for coding agents.
6 skills · 1 agent · 1 MCP server · hooks
Package any website or local web build into a lightweight desktop app with Pake CLI.
1 skill
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