Use when defending the research design of a Comparative Political Studies (CPS) manuscript — cross-national/panel identification, case-based comparison and process tracing,…
Use when drafting or revising the literature-review section for a 《中国农村经济》 manuscript, when the Chinese / English reference balance is off, or when canonical 三农 theory references…
Build a designed, self-contained HTML academic map of the child's subjects, topics, and materials, plus real coaching notes for the parent on how to teach them better.
Creates Epics following the T-Minus-15 process template. Epics are large bodies of work containing multiple Features.
Creates Features following the T-Minus-15 process template. Features represent significant deliverables that contain multiple User Stories.
GitHub-Issues mit `gh issue create` strukturiert anlegen, inklusive deutschem Markdown-Body, Emoji-Präfix im Titel und repo-nativen Labels aus `gh label list`.
Primary planning branch after /shape for major-tranche work that requires multiple independent PRDs. Use to create a GitHub milestone plus sequenced feature issues that will later…
Create a GitLab Merge Request for the current story branch. Use when the user says 'create an MR', 'open a merge request', or 'ready for review' in a GitLab project.
Two-phase research design and consolidation skill for multi-LLM optimized research
Guides agents through experiment creation: reading the project's setup with experiment-setup-context, defining the hypothesis, configuring rollout and bucketing, setting up…
Document complex domain knowledge as self-contained packages with multiple reading paths
Activate exploratory coding stance. Research-backed emotional mode from claude-temper.
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatoria — from…
Research-brief + claim-record discipline for delegated or AI-assisted research work. Use when starting any substantive research task or long autonomous run (write the brief…
Use when defending the research design of a Criminology (ASC / Wiley) manuscript — causal identification for quantitative work, longitudinal and life-course designs,…
Use when a task needs the judgment of a Criminal Justice and Law Enforcement Teacher, Postsecondary — grading or defending a crime-trend assignment that must distinguish rate from…
批判性迭代实验室：把一组论文或一个方向拉入多轮 idea 碰撞、支持与矛盾拆解、关键假设反推、失败模式审查与 family-level 综合，输出 critical_rounds、stable_findings 与 new_questions。需要做三轮以上 critical thinking 或路线级反思时调用。
Critical thinking as philosophical practice. Covers the Socratic method (elenchus), argument identification and reconstruction, premise evaluation, fallacy detection (formal and…
Critique an academic manuscript for novelty, methodological rigor, causal claims, data quality, generalizability, mechanism, and presentation.
Use SandBase Multi-Source Search to fact-check claims across independent web and academic sources, record disagreements, score confidence, and validate a structured evidence…
Access CrossRef metadata for scholarly works; use when you need to resolve a DOI or search CrossRef to retrieve bibliographic details, citation/reference counts, or funder…
Extract a CSAG (Conditional Scientific Argumentation Graph) from a manuscript using the canonical argumentation spine (Assertions, EvidenceItems, EvidenceLinks, InferenceSteps)…
Use when drafting or revising the literature-review section for a 《财贸经济》 manuscript, when the Chinese / English reference balance is off, or when canonical fiscal / financial /…
Scaffold a PROF-S source/curator profile for a research-corpus discovery curator (account/feed) from its handle. Runs via `aiwg corpus curator-init`.
Report research-corpus discovery curators (PROF-S) ranked by yield (return-to score = inducted-ref-count × avg GRADE), with revisit-cadence staleness and a discovery-orphan check.
Conduct art historical research, provenance investigation, and scholarly analysis to inform exhibitions, acquisitions, and publications using primary and secondary sources
Use when defending the research design of a Current Anthropology (CA) manuscript — fieldwork and participant observation, interview and archival design for…
Run a research-first, multi-perspective debate to explore complex technical decisions (trade-offs, architecture choices, integration strategies) using concrete codebase e — from…
Run a research-first, multi-perspective debate to explore complex technical decisions (trade-offs, architecture choices, integration strategies) using concrete codebase e — from…
Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with different exper — from…
Guides agents through the 3-step experiment creation flow: defining the hypothesis, configuring rollout, and setting up analytics.
Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away.
Load when the user asks about customer research, survey questions, the Billion-Dollar Data Funnel, user testing, competitor analysis, or phrases like "what should I ask…
Plan, conduct, synthesize, and review customer research and demand validation. Use when Codex is asked about customer interviews, surveys, usability studies, JTBD, buyer…
Search and look up official New Zealand Customs tariff classifications, rates, levies and formula records.
Use when designing or auditing the experimental program of a CVPR paper, covering benchmark and baseline selection under matched-compute fairness, the ablation study reviewers…
Use when a hypothesis has failed and needs archiving with resurrection conditions, when reviewing dormant ideas for possible revival, when a previously-killed strategy resembles…
Use when preparing the final ACM/IEEE Design Automation Conference (DAC) Research-Manuscript camera-ready after acceptance, covering de-anonymization, restoring…
Use when writing or auditing the related-work and positioning of an ACM/IEEE Design Automation Conference (DAC) Research Manuscript, covering the EDA literature lanes…
Use when auditing an ACM/IEEE Design Automation Conference (DAC) Research-Manuscript submission for Softconf readiness, covering the two-stage abstract-then-manuscript deadline,…
Use to plan a full ACM/IEEE Design Automation Conference (DAC) Research-Manuscript campaign backward from the mid-to-late-November manuscript deadline through the two-stage…
Use when drafting or tightening the prose of an ACM/IEEE Design Automation Conference (DAC) Research Manuscript, covering the QoR-forward first-page arc, stating the…
Use the DARE research engine to crystallize research goals, write executable research specs, and execute staged research workflows.
Complete data model reference for the School Management System. Contains all 29 entities organized into 5 domain layers (Geography, Academic Structure, School Operations,…
14 data visualization skills. Trigger: charts, plots, figures, publication-quality graphics. Design: one skill per tool with code templates and academic formatting conventions.
Build trading systems in the style of D.E. Shaw, the pioneering computational finance firm. Emphasizes systematic strategies, rigorous quantitative research, and world-class…
Use when debugging any non-trivial bug — wrong output, crash, flaky test, performance regression, or "it works locally but not in CI." Forces a scientific-method loop (Observe →…
Debug hard failures with reproduction, hypotheses, instrumentation, experiments, and regression proof.
Produce a deep, well-researched, fact-checked long-form monograph on a complex topic via a clarify-research-write-verify pipeline.
Conduct comprehensive deep research on any topic using Dify-powered workflow - searches documentation, academic papers, tutorials, APIs, best practices, and returns struc — from…
Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs comprehensive analysis requiring 10+ sources, veri — from…
Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research…
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research — from…
Investiga documentación oficial y valida soluciones en internet antes de implementar.
Comprehensive research agent for in-depth investigation. Use when users ask for deep research, comprehensive analysis, market research, academic surveys, competitive analysis,…
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research — from…
Deep research before design — 3-5 parallel research agents survey papers, production systems, failure modes, and prior art, then a synthesizer compiles evidence, and an i — from…
Deep research before design — 3-5 parallel research agents survey papers, production systems, failure modes, and prior art, then a synthesizer compiles evidence, and an i — from…
Conduct comprehensive deep research on any topic using Dify-powered workflow - searches documentation, academic papers, tutorials, APIs, best practices, and returns struc — from…
Use when building automated research systems. Official Deep Research APIs (OpenAI, Gemini, Perplexity) over browser automation.