Use when designing or auditing the evaluation of a EuroSys paper — choosing workloads that earn the word realistic, tuning baselines beyond their defaults, decomposing end-to-end…
Use when defending the research design of a European Sociological Review (ESR) manuscript — comparative cross-national designs, panel/longitudinal and event-history designs,…
Use when preparing the Data Availability Statement and the replication package for a European Sociological Review (ESR) manuscript.
Run evaluations and validate evaluator quality (SLA compliance, TPR/TNR, statistical accuracy). Executes PromptFoo or pytest DeepEval.
Run prompt experiments, testset evaluations, and observability reviews for production LLM workflows before regressions reach users.
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic r — from…
Two-stage paper screening - abstract scoring then deep dive for specific data extraction
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic r — from…
Author or refine a Phoenix evaluator — code or LLM-as-a-judge — that scores a run's output. Trigger when the user wants to create a new evaluator, improve an existing one's logic…
Validate EVE-NG topology designs and enforce final delivery structure. Use when reviewing a design, checking build readiness, producing the final design output, building an…
DRAFT. Build anonymizable host-prep one-pagers for must-meet guests at an in-person event: rank, enrich, light research, warm-intro angles, PDF pack.
Help plan an event — from a birthday dinner to a wedding. Scales to the size of the occasion. Handles venue research, guest lists, timelines, vendors, and.
Save a short citable evidence snippet with source and note. Use when gathering facts for research tasks, saving claims for final answers, or building citation chains.
Use when finalizing market research report appendix C (参考文献清单) before delivery; Use when verifying evidence/ folder PMID coverage matches the report's reference list; Use when…
Delegate-only \u2014 Research Forge `evidence_extractor` (Wave 1). Prefer ide-bridge research-forge for Wave 1+; do not invent ledger events.
Route a research question to the evidence-acquisition skills — claim decomposition, source triangulation, funding/COI tracing, paywall strategy, and the generative…
Grade the evidence behind a claim before betting on it — the hierarchy for business evidence (experiments > usage data > surveys > interviews > anecdotes > opinion), the…
Verifies completion claims with evidence before declaring done. Use before stating "done", "complete", "fixed", "shipped", "ready", or any synonym.
Automatically audit evidence whenever a request depends on factual accuracy, current web information, research, comparison, a consequential decision, or doubt such as "araştır",…
Research and answer evidence-sensitive questions with source, date, unit, and operand discipline. Use for web research, PDF/document QA, policy or finance facts, tables, time…
Erstellt strukturierte Evidenz-Matrizen für akademische Schreibprojekte im Elicit-Research-Table-Stil.
科研决策的证据检索、来源身份核验、证据评价与适用性判断技能。触发场景：(1) 快速核验单个事实、单篇引文、标题、DOI 或 PMID；(2) 查找最新证据、指南、方法依据或真实引文；(3) 构建结局指标、选择量表、制定异常值规则；(4) 试新方法、比较指标或判断跨领域方法能否迁移。 自动选择 rapid verification 或 formal…
Builds B2B research assets where every number cites its source: data led post series, briefs, reports, decks, benchmark studies, white paper outlines and case studies, plus a…
Use when a user needs a source-verified research report for vendor due diligence, competitor comparison, regulatory research, partner background checks, or decision support.
Collect bounded, relevant evidence for an approved research question and source strategy without drafting conclusions.
Conduct a reproducible cross-domain review of multiple sources and produce an Evidence Synthesis with a protocol, search and screening record, evidence table, quality and…
Assemble verified evidence bundles into a structured research brief with confidence-tagged findings, evidence maps, and explicit gap reporting.
Evolui autonomamente os prompts dos agentes de runtime usando assertions binárias definidas pelo squad negocial. Inspirado no AutoResearch + binary evals.
Use when users ask for Exa-backed company, market, competitor, news, account, public-proof, or buyer-context research for GTM decisions.
Search, extract, and compare high-quality public sources with Exa through SandBase. Use when asked for deep web research, source discovery, current evidence, topic investigation,…
Use when running semantic web discovery for Florida county data sources, auction intel, or GTM research.
Exa AI search + Research API. Supports web/code search, content extraction, and async multi-step research tasks with outputSchema.
Neural web search via Exa AI. Search people, companies, news, research, code. Supports deep search, domain filters, date ranges.
Comprehensive research skill using Exa AI tools for web search and code context retrieval. Use when conducting research on technologies, finding code examples, discoverin — from…
Comprehensive research skill using Exa AI tools for web search and code context retrieval. Use when conducting research on technologies, finding code examples, discoverin — from…
Use Exa AI for neural search, content retrieval, and automated deep research. Requires EXA_API_KEY.
Semantic search, similar content discovery, and structured research using Exa API. Use when you need semantic/embeddings-based search, finding similar content, or searchi — from…
Semantic search, similar content discovery, and structured research using Exa API — from majiayu000/claude-skill-registry
Use when searching for concepts, ideas, or similar content without exact keywords; when user asks "find similar to...", needs semantic discovery, research across perspect — from…
Use when searching for concepts, ideas, or similar content without exact keywords; when user asks "find similar to...", needs semantic discovery, research across perspect — from…
Use Exa for web/code/company research (web_search_exa / get_code_context_exa / company_research_exa), with parameters and examples; trigger when online search or parameter checks…
Search the web with Exa AI — neural search, content extraction, similar page discovery, quick research with citations, and async pro research with structured output.
Find web pages and content similar to a given URL using Exa's neural similarity search. Ideal for competitor discovery, alternative source finding, related content research, and…
Executes Exa AI search queries via unified Python CLI. Use when searching the web for current information, finding code examples, researching APIs, SDKs, or retrieving programming…
Use the Exa MCP server for internet search and full-page retrieval. Use whenever the user asks to search, browse, look up, verify, research, find sources, find current or latest…
Free AI search via Exa MCP. Web search for news/info, code search for docs/examples from GitHub/StackOverflow, company research for business intel. No API key needed.
Generate comprehensive, dense, exam-ready cheat sheets in DOCX or LaTeX/PDF format from lecture slides, textbook chapters, course PDFs, or notes.
User-invoked side-route for onboarding to a legacy repo with no docs/solutions/, research archive, or written decisions.
Analyze messy and unstructured Excel files to identify data quality issues, detect format inconsistencies, find missing values, and generate comprehensive analysis report — from…
Analyze messy and unstructured Excel files to identify data quality issues, detect format inconsistencies, find missing values, and generate comprehensive analysis report — from…
Walk through 15 CFR 734.2(b) to determine if a release of technology or source code to a foreign national is a deemed export. Covers nationality, technology vs.
Walk through 15 CFR 734.2(b) to determine if a release of technology or source code to a foreign national is a deemed export. Covers nationality, technology vs.
Design the excitation experiment for system identification — pick the input signal (step, multi-level step, PRBS, multisine, chirp), size the step magnitude, test duration, and…
Produce a succinct one-pager for an executive dropping into a call with zero context. Blends account_research (who they are, deal state), conversation_intelligence (what has been…
Execute systematic feature development using EPIC methodology (Explore, Research, Plan, Validate, Implement, Review, Iterate).
Use AFTER writing-research-plan has produced a ready plan (status=ready for hermeneutic projects, status=pre-registered for quantitative/mixed).
Transforms research findings into executive-ready briefings. Automatically activated when user mentions 'executive', 'briefing', 'C-suite', 'board', 'leadership', or…
Build executive presence through intentional personal brand development using Gartner research methodology
Manage experiments: create records, log results, compare runs, and collect data for paper writing
Rules and workflow for exp007 RL walking experiments. Applies when working on droid_env_unitree.py, droid_train_unitree_v*.py, exp007 reports, or any biped_walking RL…