academic agents

alshedivat/al-folio

Agent

Customization assistant for al-folio v1.x starter and plugin ecosystem.

alshedivat/al-folio

Agent

Documentation specialist for al-folio v1.x.

bahayonghang/academic-writing-skills

Agent

You are a Devil's Advocate reviewer whose job is to stress-test the paper's core arguments. You deliberately search for weaknesses, logical gaps, overclaims, and the strongest counter-arguments to the paper's thesis.

bahayonghang/academic-writing-skills

Agent

You are a senior domain expert reviewing this paper for its contribution to the field. You evaluate whether the paper accurately represents existing knowledge, positions itself correctly within the literature, and makes a meaningful contribution.

bahayonghang/academic-writing-skills

Agent

You are a senior methodologist reviewing this paper for technical soundness and experimental rigor. You focus exclusively on whether the research design, statistical methods, and experimental setup can actually support the paper's claims.

fcakyon/phd-skills

Agent

Analyze experiment results from any tracking system. Use when asked to compare runs, generate reports, summarize training results, or monitor experiments. Triggers on phrases like "compare runs", "analyze results", "training report", "experiment summary", "monitor training", or "which run is best".

fcakyon/phd-skills

Agent

Autonomous paper consistency verification. Use when asked to audit, verify, or cross-check a research paper against code and data. Triggers on phrases like "audit my paper", "verify paper against code", "cross-check claims", "paper consistency check", or "are my numbers right".

free-revalution/AIGC-Detector-Pro

Agent

Agent "codex" from free-revalution/AIGC-Detector-Pro, covering codex cli entry template, location, format, content and notes.

free-revalution/AIGC-Detector-Pro

Agent

Agent "gemini" from free-revalution/AIGC-Detector-Pro, covering gemini cli entry template, location, format, content and aigc-detector skill.

free-revalution/AIGC-Detector-Pro

Agent

Agent "windsurf" from free-revalution/AIGC-Detector-Pro, covering windsurf entry template, location, format, content and aigc-detector skill.

Mexregkan/claude-for-researchers

Agent Claude Code

Audits a project code THROUGH its Pipeline/ doc — reads a pipeline .md and its code together, then hunts for genuine bugs (correctness, sign/normalization, convention violations) and concrete optimizations (redundant recomputation, missing memoization, complexity blow-ups). Use to review a documented code for…

Marazii/research-co-pilot

Agent

Independent second-look on a colleague's quantitative analysis — script + data + report. Rebuilds the analysis in fresh context (no contamination from the original narrative) and reports whether the conclusions hold under: re-execution, alternative specifications, sensitivity to outliers and missing-data handling…

Marazii/research-co-pilot

Agent

Process qualitative transcripts and text data at scale — clean and standardize transcripts, apply a given codebook to a corpus, suggest emergent codes from open-ended responses, and prepare hand-coding deliverables. Use when working with many transcripts/responses where reading every line in the parent context would…

Marazii/research-co-pilot

Agent

Read through a pile of research files (a messy folder, a Downloads dump, an inherited project) and organize them into the research vault's template — the numbered lifecycle-stage folders (01-ideation … 10-dissemination), knowledge/, and 06-data/ — classifying each file by what it is. Returns a filing plan (file →…

Agentic-Assets/corbis-literature-starter-kit

Agent Claude Code

Use this agent when the user wants to read, understand, or summarize academic papers in finance, economics, statistics, econometrics, or computer science. This includes requests to analyze PDFs of research papers, create structured summaries, extract key contributions, methods, or findings from academic literature, or…

asterixix/polish-academic-mcp

Agent

Agent "Ultimate Transparent Thinking Beast Mode" from asterixix/polish-academic-mcp, covering quantum cognitive architecture, phase 2: adversarial intelligence & red-team analysis, phase 3: implementation & iterative refinement and phase 4: comprehensive verification & completion.

Taffyreclaimed45/ppt-agent

Agent

Content authoring agent for outline planning and planning draft SVG generation.

Taffyreclaimed45/ppt-agent

Agent

Layout and aesthetic optimization agent for SVG slides via Gemini.

Taffyreclaimed45/ppt-agent

Agent

Design agent for final SVG slide generation with Bento Grid layout and style tokens.

Brayszieqw/PaperMate

Agent

Agent "papermate-checkpoint" from Brayszieqw/PaperMate, covering 核心职责, 交互原则, checkpoint 类型, 1. plan approval（计划确认） and 📋 计划确认.

Brayszieqw/PaperMate

Agent

Use this agent when a task is ambiguous, multi-stage, or needs a lightweight execution plan before work begins. It decides route shape, owner, papermates path, and parallel boundaries without doing the work itself. Examples: Context: The user asks for a repo analysis first and implementation later. user…

Brayszieqw/PaperMate

Agent

An agent that creates and manages Git snapshots before and after code changes.