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학술 | Skills Pool

카테고리학술

카테고리

학술

10221개의 스킬

검색 모든 카테고리 보기

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10221개의 스킬

Chapter Analysis

Analyze a prose chapter for narrative technique, voice, pacing, and craft decisions. Inverse of chapter-writing. Use when the user wants to analyze a chapter, dissect prose technique, study a chapter, or mentions chapter analysis or prose breakdown.

Pr Triage

PR triage: audit open PRs, deep review selected ones, draft and post review comments. Args: "all" to review all, PR numbers to focus (e.g. "42 57"), "en"/"fr" for language, no arg = audit only in French.

ekjotsinghmakhija0

Pr Address Comments

Process a GitHub PR URL to read review comments. Use when the user wants to address PR feedback, respond to review comments, or asks to handle comments on a pull request.

Review Writing

Use when reviewing prose in markdown files and Jupyter notebook markdown cells. Checks formatting, style, clarity, and pedagogical effectiveness.

Deep Research Reviewer

Expertise in reviewing technical research for objectivity, evidence, and completeness. Use to ensure the "Documentarian" standard is met.

EinherjarEndeavor0

Optimizationexperiment Analysis

Analyze completed experiments and craft executive-ready summaries with insights and recommendations.

edwardmonteiro0

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Review

All quality reviews — routes to appropriate critics based on target file type and flags. Replaces /paper-excellence, /proofread, /econometrics-check, /review-r, /review-paper.

edwingonzalezg0

Kb Critic

Critical thinking analyst for the personal knowledge base. Evaluates evidence quality, surfaces contradictions between notes, identifies where beliefs rest on weak foundations, and flags gaps. Use when you want your KB audited rather than searched — "is what I believe actually well-supported?" not "what do I believe about X?".

Index Navigator

Navigate index.md files generated by the catalogador tool to identify the minimal set of documents or sections to read. Use this skill when exploring directories that contain index.md files, when attempting to read documentation in indexed folders, or when optimizing context usage by reading only relevant sections instead of entire documents.

Systematic Literature Review

Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper.

Academic Paper Review Skill

Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".

Retrospect

Guided personal reflection that separates fact, interpretation, and emotion through structured inquiry. Use when "something feels off", "need to process this", "had a conflict", or decisions feel unclear. Not for technical decision analysis — use devils-advocate for that.

Web Research

基于公开信息做事实核查/观点调研/Deep Research，并产出可追溯的“claim 清单 + 来源 + tasks +（可选）topic 更新”（M2/M3 支撑能力）。

Ablation Planner

Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. A secondary Codex reviewer designs ablations from a reviewer's perspective, while the main agent checks feasibility and implementation.

Academic Paper Review

Review and analyze academic papers with structured feedback. Evaluate methodology, contributions, and provide constructive peer-review style assessments. Trigger on queries like "review this paper", "analyze this research", "evaluate this study", or "peer review".

Pr Audit

Audit a PR review for false positives, scope drift, overstated claims, and unsubstantiated assertions. Use when: (1) User runs `/pr-audit`, (2) User asks to "audit" or "check" a review, (3) User wants to find false positives or verify claims in a review, (4) User provides a review and asks if claims are justified. Does NOT re-review the PR; evaluates whether the review's claims are supported by evidence.

Bookchecker

Use this skill to run a pre-submit review over a draft Simplbooks action batch, verify source references and arithmetic against normalized and recon evidence, and write `companies/<company>/artifacts/actions/<period>.check.md` with a pass or fail decision.

Rihal Advanced Elicitation

Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red team.

Rihal Advanced Elicitation

Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red team.

Rihal Editorial Review Prose

Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose

Comm Lit Review

Communications-domain literature review and related-work search with database-aware source control. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, prior art, a survey, related work, or a landscape summary. Prioritize IEEE Xplore and ScienceDirect, prefer formal publications over preprints, and separate foundational work from recent progress.

Trae Active Transport Workflow

perform

Research Paper Writing Skill

Full-cycle research paper writing skill. Covers research idea incubation (literature landscape, GAP analysis, idea evaluation), research PRD planning, paper storyline design, experiment planning, section-by-section writing for both Chinese thesis and English conference/journal papers, claim-evidence alignment, and adversarial self-review. Use when the user asks about: research ideas, literature survey, gap analysis, paper planning, thesis/paper writing, drafting, polishing, de-AI, logic checks, figure briefs, experiment design, claim-evidence checks, self-review, or any academic writing task.

Compress Review

Reviewer-specific output compression — preserves findings detail while staying concise.

Stop Slop

Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

dustinober1-archive0

Pr Learning

Extract actionable learnings from merged PRs by comparing initial submission vs final merged state. Analyzes review cycles to capture what changed and why. Use when the user says "learn from PR", "extract PR learnings", "what did we learn from this PR", or wants to build a knowledge base from merged PRs.

harshitsinghbhandari0

Resume Rewrite

Rewrite a resume using only the candidate's existing material, but only after a `resume-critic` review has been completed for a specific job description or job title. Use when the user wants the resume rewritten, tightened, or retargeted without inventing new experiences.

harshitsinghbhandari0

Citation Management

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

HaykTarkhanyan0

Bgpt Paper Search

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.

HaykTarkhanyan0

Peer Review

Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation.

HaykTarkhanyan0