菜单
这个仓库中的 skills
SkillsMP 已收集 Dingxingdi/paper_fast_search_backup 中的 418 个 Skill。打开任一 Skill 可查看来源和详情。
Dingxingdi/paper_fast_search_backup已展示 40 / 418 个已收集 Skill。
Use this skill when the user wants to locate exact evidence within a document to answer a question, particularly when the user's natural language phrasing differs significantly from the document's formal terminology (e.g., paraphrased queries). This skill…
原文语言：英语
Use this skill when the user wants a summary controlled by a strict lens, specialized constraint, or a specific audience register (e.g., layman translation). Trigger it for requests like 'cover only the who/when/what,' 'focus strictly on high-level goals,'…
原文语言：英语
Use this skill when transforming massive documents or multi-source corpora into structured, coherent formats. Trigger for requests like 'summarize this huge PDF without losing the thread', 'draft a defense statement based on this complaint and the evidence…
原文语言：英语
Use this skill when the user wants questions that require connecting information across several files, navigating multi-page documents, or resolving facts across documents in different languages. It handles organizational information gathering where data is…
原文语言：英语
Use this skill when the user wants to extract structured labels, relationships, or granular metadata from messy text, layout-rich forms, or specialized diagrams. It is crucial for scientific document processing and 'Knowledge Grounding', where extracted terms…
原文语言：英语
Use this skill when the user wants the agent to perform document-grounded math, execute multi-step financial formulas, or perform 'intrinsic fact-checking' to recover masked or missing numerical values from tables. Trigger it for requests like 'calculate the…
原文语言：英语
Use this skill when the user wants the agent to behave like a persistent analyst that plans, checks, and fixes its own pipeline. Trigger it for requests such as “make it reason in steps and recover from mistakes,” “make it plan and repair,” “make it debug the…
原文语言：英语
Use this skill when the user wants the agent to *set up the right analysis table* before doing any statistics. Trigger it for requests such as “make it build the dataset first,” “make it pick variables, weights, and filters,” “calculate rolling…
原文语言：英语
Use this skill when the user wants fairness or bias questions over structured data. Trigger it for requests such as “make it detect bias in the dataset,” “make it check whether two demographic features are linked unfairly,” “make it diagnose skew or unfair…
原文语言：英语
Use this skill when the user wants the agent to judge advice instead of following every hint. Trigger it for requests such as “make it tell good tips from bad tips,” “make the docs partly helpful and partly misleading,” “make it use outside advice carefully,”…
原文语言：英语
Use this skill when the user wants tasks that test if the agent can refuse to answer when the data is missing or structurally inadequate. Trigger it for requests like "make it recognize when data is missing," "ask a trick question that cannot be solved with…
原文语言：英语
Use this skill when the user wants classic stats questions, formal hypothesis testing, or interpretation of patterns like clusters and groupings. Trigger it for requests such as “run a correlation,” “check if results are significant,” “run a t-test,” “explain…
原文语言：英语
Use this skill when the user wants questions that are easy to misread unless the agent follows the domain rules correctly. Trigger it for requests such as “make it obey the business logic in the docs,” “make it map vague business terms to exact system IDs,”…
原文语言：英语
Use this skill when the user wants to analyze how different items are connected or identify important 'hub' entities in a network. Trigger it for requests like “who is the middle-man here?”, “find the quickest path between these two points,” “group these…
原文语言：英语
Use this skill when the user wants “connect-the-dots” analytics over several files. Trigger it for requests such as “make it combine different sources,” “make the answer depend on more than one table and a document,” “make it join clues across files,” or “ask…
原文语言：英语
Use this skill when the data is stored in complex, multi-layered formats such as HDF5, NetCDF, AnnData (.h5ad), or highly nested MultiIndex tables. It is especially critical for 'MissionBio', 'ParseBio', or 'H5' file formats where columns are not immediately…
原文语言：英语
Use this skill when the user wants to audit charts for 'tricky' deceptive designs or basic quality failures. It is triggered for requests such as 'check if this graph is lying,' 'find errors in the chart design,' 'see if the pie chart is too messy,' 'fix the…
原文语言：英语
Use this skill when the user wants questions where the hard part is reading long documentation before writing code. Trigger it for requests such as “make it dig through a codebook,” “make the agent figure out what the columns mean,” “make it use survey docs…
原文语言：英语
Use this skill when the user wants to pull specific insights or features out of diverse, non-tabular sources—like scanned PDF receipts, time-series telemetry (e.g., sensor logs, vital signs), or short narrative logs—and combine them with standard tables. This…
原文语言：英语
Use this skill when the user wants questions that make the agent first figure out *which table matters* before doing the math. Trigger it for requests such as “make it search the right sheet first,” “make it find the relevant table from a pile of files,”…
原文语言：英语
Use this skill when the user wants model-building or model-scoring tasks rather than simple statistics. Trigger it for requests such as “make it train or apply a model,” “make it generate predictions,” “make it compare model quality,” or “make it produce a…
原文语言：英语
Use this skill when the user wants the agent not only to compute but also to present the result clearly with charts or report-style insights. Trigger it for requests such as “make it create a figure and explain it,” “make it summarize the chart,” “make it…
原文语言：英语
Use this skill when the user's request is linguistically vague, uses high-level colloquial categories, or contains latent clinical/business ambiguities. Trigger it for requests like “make the wording unclear,” “implied filters should be tricky,” “filter for…
原文语言：英语
Use this skill when the user wants SQL tasks involving geography, spatial topology, and geometric analysis in PostGIS or similar GIS extensions. Trigger it for requests using terms like 'intersect', 'within X kilometers', 'calculate area', 'find the nearest',…
原文语言：英语
Use this skill when the user wants SQL data where the answer requires connecting several tables rather than reading one table directly. Trigger it for requests like “make the model connect the dots”, “it should need multiple hops”, “the answer should come…
原文语言：英语
Trigger this skill when the user wants to test the agent's ability to handle non-English questions or schemas, especially in languages with complex grammar like Turkish. Use it for requests like “make it work for Turkish”, “test different word orders like…
原文语言：英语
Trigger this skill when the user wants SQL questions requiring layered logic, cohort comparisons (A vs B), distributions, rankings, running totals, or hypothetical 'what-if' simulations using conditional overrides. Layman trigger: 'Show me positional movement…
原文语言：英语
Trigger this skill when the user wants to test the agent's ability to pick the right table or column despite messy database structures, massive enterprise unified schemas, or when multiple tables/columns share semantically similar names (schema ambiguity). It…
原文语言：英语
Trigger this skill when the user employs professional jargon, implicit business rules, or unstated default formulas tied to a specific job role or workflow. It is essential for requests using layman terms like 'give me a health check on the pipeline', 'how…
原文语言：英语
Use this skill when the user wants to combine results from multiple independent tables, or when they want to exclude items based on their absence from another related set. Trigger it for requests like “combine results from both tables”, “give me a joined list…
原文语言：英语
Trigger this skill in 'Data Lake' or 'Enterprise Multi-DB' scenarios where the agent must select the single most relevant database from a repository of dozens or hundreds. It is especially critical for 'Domain Collision' requests where multiple databases…
原文语言：英语
Trigger this skill when the user provides broken or logically incorrect SQL requiring clause-level diagnosis and repair. It is essential when a query results in a syntax crash, row inflation (unwanted duplicates), or semantic nulls (correct syntax but no data…
原文语言：英语
Use this skill when the user wants SQL tasks where the model must care about the target database engine and its function set. Trigger it for requests like “mix BigQuery and Snowflake style”, “test dialect-specific functions”, “make syntax portability matter”,…
原文语言：英语
Use this skill when the user wants SQL data that goes beyond typical READs to encompass data modification loops like INSERT, UPDATE, or DELETE, as well as complex transactional logic for data lifecycles (merging records, setting TTL expirations, or updating…
原文语言：英语
Use this skill when the user wants SQL tasks where time is the main source of difficulty, including colloquial shift-based time references. Trigger it for requests like “make it about first vs last”, “events that happened before the night shift”, “test…
原文语言：英语
Use this skill when the requested information is not in its own column but is instead ‘hidden’ inside a text block like a description, remark, or bio field. Trigger it for requests like “look inside the notes”, “the value is part of the description”, “extract…
原文语言：英语
Use this skill when the user's request appears to be impossible to answer based on the current database schema, contains high levels of ambiguity, or asks for information simply not stored in the database. Trigger it for requests like 'is this even in the…
原文语言：英语
Use this skill to generate high-quality, professional investigative reports that mirror expert human standards and satisfy the Deep Reasoning (Depth) and Wide Aggregation (Width) dimensions of research. Trigger this skill when the user asks for 'analyst-level…
原文语言：英语
Use this skill when the agent needs to move beyond English-centric web pages to search, reason, or perform interactive tasks (like shopping or attribute selection) on non-English websites. Trigger it for requests like “find a product on a French site,” “use…
原文语言：英语
Use this skill when the user wants questions that require “connecting the dots,” pulling clues from several disparate places, or reconciling fragmented factual attributes (names, dates, quantities) from the latest news events. Trigger it for requests like…
原文语言：英语