Verification-first methodology for the Jurisdicción Especial para la Paz (JEP), Colombia's transitional justice court under the 2016 Acuerdo Final with FARC-EP.
Verification-first methodology for the Special Panels for Serious Crimes of the Dili District Court (UNTAET, 2000–2006).
Verification-first methodology for the Special Tribunal for Lebanon. Citations are verified against the STL legacy archive and legal-tools.org. Covers the Ayyash et al.
Spezialisierter Agent für Abenteuerstruktur, Akte, Szenen, Spannungsbögen und Abenteuer-Hooks. Erstellt das Grundgerüst eines Pen-&-Paper-Abenteuers nach bewährten dramaturgischen…
Use when targeting 《体育与科学》(Sports & Science, Jiangsu) — a CSSCI sport-science journal distinctive for reflective, interdisciplinary, theory-forward and methodologically self-aware…
Use when defending the research design of a Social Psychology Quarterly (SPQ) manuscript — laboratory and survey experiments (group processes, status), survey and secondary-data…
Unified workflow that delegates failed web searches to shell_agent for resilient data gathering, then applies anchored spreadsheet proof gates for verified Excel output
Use when framing or sharpening the research problem (问题意识 / problematic) for 《中国社会科学》 (Social Sciences in China) — elevating a topic from a narrow empirical question to a…
Compile the research-plan tree under metds/plans/ into paper-ready method documents under metds/. Invoked as /star-metd-summarize [OPT] where OPT is overview, dataset, framework,…
在由 market-research-landing-lab 底座派生出的新项目中启动项目调研。当用户说"开始这个项目"、"启动项目"、"初始化这个项目"、"start this project"等语义时触发。通过访谈收集执行人前提（核心技能、渠道现状、长期护城河方向、启动约束），并把答案写入 docs/00-research-question.md…
When the user has raw customer interview transcripts, survey responses, support tickets, or other qualitative data and needs to extract actionable insights.
Activate methodical coding stance. Research-backed emotional mode from claude-temper.
A 股个股深度研究报告生成。当用户需要对某只股票生成完整的研究报告 (Markdown 格式, 涵盖技术/基本面/资金/估值/股东/情绪全维度) 时,Claude 应使用此 Skill。可整合所有 Layer 1-4 数据。
Conduct source-grounded STORM research with perspective-guided retrieval, standard four-file artifacts, citation verification, adaptation of a user-provided local runner, and a…
Use PaperJury when a Claude Code workflow should review a LaTeX research paper, classify reviewer-style objections, revise bounded issues, and verify the result before submission.
Build and revise executable study designs for quantitative empirical political science. Use when translating a research problem and theory into a descriptive, associational,…
Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Auto-learns your study habits for academic success. Adapts techniques, timing, and materials to you.
Reliability checks for web-research subagents. Pre-dispatch, verify the agent's tool grant actually includes web tools (else it no-ops or fabricates).
Generates a structured research brief on a documentary subject before the first filming session, covering their background, their relationship to the film's subject, their…
Use when an agent needs deep research from subscription sources, local research workspaces, archived evidence, evidence briefs, source-backed research memos, hypothesis tracking,…
Canonical Suede shipping DAG: scout, multi-lens research, gap critic, lane plan with explicit file ownership, disjoint parallel build, dual-lens review, adversarial refute,…
Generate a research-grounded execution plan for any coding task. ALWAYS reads the project, then searches the web via `surf-search-skill` (the skill must be installed), interviews…
Growth experiment design — structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment.
問卷研究全流程架構師(Q1 期刊標準):從構念操作化到問卷成品、抽樣與樣本數規劃(先驗檢定力)、發放與回收執行計畫(多波次時點分離、多來源設計、催收與誘因)、共同方法變異(CMV)的程序性預防與統計事後檢驗(Podsakoff…
Design, deploy, and analyze surveys for social science and organizational res...
Recognize and extract text from images or PDFs using Surya OCR (datalab-to/surya). Use when a user uploads a document, screenshot, scan, or photo and wants the text extracted or…
Parameter and forcing uncertainty propagation and sensitivity analysis for EPA SWMM. Use when an agent needs to (1) propagate parameter uncertainty through SWMM (fuzzy alpha-cut…
Master research synthesis including qualitative analysis, affinity diagramming, theme identification, pattern recognition, and insight extraction.
Use AI personas for early-stage research signal — with hard guardrails on what synthetic methods can and cannot validate.
Write system prompts, tool docs, and agent definitions. Combines research-backed prompt engineering (+15-30% measured improvements) with project XML conventions.
Write system prompts, tool docs, and agent definitions. Combines research-backed prompt engineering (+15-30% measured improvements) with project XML conventions.
Write system prompts, tool docs, and agent definitions. Combines research-backed prompt engineering (+15-30% measured improvements) with project XML conventions.
Systematic debugging techniques for unclear root causes. Use when a bug's origin is unknown, multiple hypotheses need testing, you need to narrow down a failing area, end-to-end…
当用户明确要求"做系统综述/文献综述/related work/相关工作/文献调研"时使用。AI 自定检索词，多源检索→去重→AI 逐篇阅读并评分（1–10分语义相关性与子主题分组）→按高分优先比例选文→自动生成"综/述"字数预算→资深领域专家自由写作（固定摘要/引言/子主题/讨论/展望/结论），保留正文字数与参考文献数硬校验，强制导出 PDF 与…
TA（主题分析）研究全流程AFP工作流协调器。采用心跳信号、HUD仪表盘、 原子级单步输出、硬停止确认、多方案选择等AFP设计理念，共12个检查点。 关键决策节点（理论定位、叙事结构、标题/摘要/关键词）提供多方案+理由供选择。 每步暂停等待用户确认，所有写作工作由专项skill完成。 当用户明确提到主题分析（TA）相关的全流程时触发，例如：…
Use when positioning a TACAS (ETAPS) submission against the verification literature across TACAS, CAV, VMCAI, FMCAD, SPIN, and journals (STTT, FMSD), writing delta-first contrast…
Use when strengthening TACAS (ETAPS) reproducibility, covering the clean evaluation-VM packaging that the artifact process assumes, pinned dependencies and offline execution, a…
Grade the human-genetic validation of a drug target on a causality-ranked evidence ladder (Mendelian/rare-variant > coding GWAS+colocalization > Mendelian randomization >…
Convergent need-alignment system. Before executing any non-trivial request, ask questions (1–3 per turn, each with a recommended answer) until the user's outcome, constraints, and…
Use when targeting 《税务研究》(Taxation Research — 中国税务杂志社主办的税务学术月刊, 在线投约稿系统 tg.ctax.org.cn) or deciding whether a Chinese tax/public-finance manuscript fits this venue.
Use only after a TDL paper section or result set is stable — to convert it into public-facing web pages, talks, posters, slide decks, graphical abstracts, or explainer material.
Use when a task needs the judgment of a K-12 teaching assistant — running a small-group rotation under a teacher's lesson plan, deciding how much to prompt a struggling student…
Use when a task needs the judgment of a postsecondary teaching assistant — leading a discussion or lab section, grading and norming a rubric across TAs, triaging a grade dispute…
Use when designing a course, assessment, or student-feedback workflow and deciding where AI assistance is acceptable, when grading or feedback must stay within academic-integrity…
Author Quarto reveal.js lecture decks for a classroom, built for engagement: incremental reveals, animation, discussion prompts, checks for understanding, worked examples.
Systematic technical research methodology for evaluating technologies, libraries, and approaches. Use when researching new technologies, comparing alternatives, or making…
Multi-phase literature-review exemplar with phase-aware retrieval, filtering, provenance, and cross-phase validation.
AutoResearch loop exemplar — deterministic ML candidate evaluation, evidence registries, claim ledgers, artifact manifests, readiness gates.
Use when you have a hunch, a candidate optimization, a novel technique, or an "I think X is faster/better/possible" idea for tensor-grep and must turn it into an ACCEPTED result…
Expert guidance for user research, helping product teams conduct interviews, create personas, design surveys, run usability tests, and synthesize findings into actionable…
A local text formatting organizer for biomedical/academic writing; use it when you need to clean whitespace/line endings while preserving Markdown structures or when normalizing…
Build a defensible thesis or dissertation outline — argument-first structure, chapter by chapter, with the through-line visible.
Combined research, decision, and codification workflow. Use when: (1) Exploring a question before committing (2) Making a decision that needs documentation (3) User says — from…
Analysis of Competing Hypotheses. Operationalizes Richards Heuer's CIA-tradition technique for systematically narrowing among multiple hypotheses against evidence.
Researches a thinking framework end to end and produces a schema-valid proposed registry entry plus a learning dossier, grading the evidence on the seven-tier model and assessing…
First-person rigor patterns for non-trivial work — type/dimension check, decompose, bound-then-refine, sanity at limits, falsifiability.
Multi-mode analytical thinking — first principles decomposition, iterative depth analysis, multi-agent council debates, adversarial red teaming, and scientific hypothesis testing.
Apply parsimony principle to prefer simpler explanations with fewer assumptions. Use for hypothesis selection in debugging, architecture decisions, and choosing between competing…
Hypothesis → Prediction → Test → Revise with explicit falsification. Use for debugging, feature experimentation, performance investigation, and A/B testing design.