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,…
Use when BC superior-court drafting or JR research is needed. Elite SRL-safe counsel framework with locked forms and fail-closed citations.
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.
The method for researching any tax question with the AI you already use, so the answer is citable and reviewable, not just plausible.
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.
Usar cuando se necesita investigación técnica autónoma sobre un tema específico.
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…
Use when a solution needs a coherent structure before implementation or production for Software testing and release assurance: unit testing for cross-platform behavior.
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.
Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting…
Contribute scientific research findings to the Research Swarm TNBC (Triple-Negative Breast Cancer) mission.
Day 2 end capstone move of a Foundation Sprint. Compresses the sprint's full strategic frame into a single canonical sentence (the Founding Hypothesis) plus an assumption…
Research-backed CLI tool refresh workflow for updating existing tools with TDD checkpoints and CLI invocation validation.
Senior Technical Reviewer for research objectivity. Enforces the "Documentarian" standard, ensuring all findings are unbiased, evidence-backed, and grounded in code.
Research any topic in exhaustive depth by combining web search, academic papers, social discussions, and community conversations.
Identify which processes, connections, and remote hosts are actually using bandwidth before you chase the wrong incident hypothesis.
Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets. Use when you have a structured input bundle and want ranked hypothesis cards…
Front-door skill for selecting and coordinating Claude Trading Skills inside Hermes for market research, earnings triage, risk review, and journaling.
Research the Israeli traffic statute behind a specific offense — find the regulation/section, number of points, fine tier, applicable appeal route (legacy vs.
Use when targeting Transportation Research Part B (Methodological) or deciding whether a transportation manuscript fits this venue.
Research and recommend hotels, resorts, Airbnbs, and villas for client travel. Covers family-friendliness assessment, luxury evaluation, price-range estimation, and compiling with…
Research what the community actually thinks about a topic in the LAST 30 DAYS — search Reddit, X, YouTube, Hacker News and GitHub in parallel, weight results by real engagement…
Perform breadth-first hypothesis surfacing and prioritization across all ownership zones, without commitment. This is not diagnosis and not investigation.
Obtain and use Bearer tokens for TSLab Web API when auth is enabled: handle 401, run CLI browser-handoff flow, and avoid logging secrets. Use for /api auth/JWT token issues.