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SkillsMP has collected 418 skills from Dingxingdi/paper_fast_search_backup. Open a skill to review its source and details.
Dingxingdi/paper_fast_search_backupShowing 40 of 418 collected skills.
Use this skill to verify the truthfulness of web-based claims, handle conflicting reports, and self-correct agent failures by decomposing complex answers into verifiable sub-questions. Trigger it for requests like “is this statement true?”, “fact-check this,”…
Use this skill when the user wants tasks that require a long sequence of actions across multiple screens, tracking state changes, executing recursive loops to generate exhaustive list data, tree-walking hidden menus, or filling out multi-page forms. Trigger…
Use this skill when the user wants tasks where the page layout, screenshot, specific visual position, layout adjacency in tables, or physical drag-and-drop motions actually matter. Trigger it for requests like “make it rely on what’s visible on the page,”…
Use this skill when the user wants questions where the answer requires the agent to try several search angles, recover from systemic web blocks, bypass paywalls/CAPTCHAs by seeking alternative sources, or rewrite queries heavily to beat dead ends. Trigger it…
Use this skill when the user wants to synthesize web-based prompt injection attacks that test if an agent can be 'hijacked' by malicious instructions hidden in a webpage's HTML or content. Trigger it for requests like 'don't let the website trick the agent,'…
Use this skill when the user wants to generate high-quality, comprehensive test suites for a software problem or code snippet to ensure it is robust against edge cases and logical errors. It is triggered by natural language requests such as 'generate hard…
Use this skill when the user provides a data science question that requires finding the right files within a large and messy 'data lake' rather than having the data pre-specified. It is triggered by layman requests such as 'find the right data to answer this…
Use this skill when you need to resolve complex execution states: setting up environments from scratch, automating System Administration via shell scripts, or resolving project installations. It is ideal for requests like 'build a reproducible Dockerfile for…
Use this skill when the user wants to generate or refine code for hard optimization problems where exact answers are impossible, like delivery routing, scheduling, or resource planning. Trigger it for requests like 'solve this routing puzzle', 'optimize my…
Use this skill when the task requires orchestrating a complex, multi-stage engineering lifecycle to develop advanced features across diverse and esoteric scientific/engineering domains. Trigger it for requests like 'implement this Verilog hardware module',…
Use this skill when you need to understand, deploy, adapt, or wrap an unfamiliar code project or third-party GitHub repository. It is perfect for requests like 'I'm totally lost in this GitHub code, help me use it', 'deploy this AI research project', 'run the…
Use this skill when you need to improve the runtime efficiency (latency) or resource footprint (memory) of an existing script or codebase through iterative self-improvement. It is triggered by natural language requests like 'make this run faster', 'optimize…
Use this skill when the user wants to autonomously gather datasets from open web sources by writing and executing scrapers or API harvesters. It is triggered by natural language requests such as 'collect all papers from this year's top AI conference', 'give…
Use this skill when the user wants data for ML-engineering agents that must behave like elite competition participants: reading project descriptions, building end-to-end training pipelines, performing hyperparameter tuning, and iterating toward high-ranking…
Use this skill when the user wants data for solving elite-level algorithmic puzzles (like NOI or ICPC) that require 'aha' moments, advanced mathematical insights, and performance-critical implementations. Trigger it for requests like 'generate NOI-level…
Use this skill when an analytics or data transformation task requires combining structured data (CSVs, databases) with unstructured domain logic found in manuals, project handbooks, regulatory guidelines, or business documentation. It is triggered by…
Use this skill when the user wants bug-fix data for normal repository issues where the answer should come from reading an issue, navigating unfamiliar codebases, editing code, and running tests. Trigger it for requests like 'fix the NaN loss in my ML training…
Use this skill when the user wants data where the agent must improve an existing ML training setup or develop novel research methodologies by editing code and running experiments. Trigger it for requests like 'generate ML debugging and improvement tasks',…
Use this skill when the user wants data where the agent must execute experiments, inspect logs and outputs, and judge whether the intended research results were reproduced. Trigger it for requests like 'generate reproduction verification tasks', 'make…
Use this skill when the user wants to generate or optimize high-performance GPU kernels using languages like Triton or native C++/CUDA. This is applicable for requests like 'write a fast Triton kernel for matrix operations', 'optimize my GPU code for…
Use this skill when the user wants to populate or enrich an existing relational database using information extracted from raw text documents. Trigger it for requests like 'extract information from these news reports into my SQL database', 'add new rows to the…
Use this skill when the user wants data for solving software logic or algorithmic problems where the agent must interactively call specialized tools (representing atomic code functions) rather than writing a single code block. Trigger it for requests like…
Use this skill when the user provides a software bug report or feature request that is vague, missing error logs, or lacks specific file locations. Trigger this for requests like 'fix the crash in the login module' (without giving the log), 'the update button…
Use this skill when you need to finish writing a block of code that relies on functions or classes defined elsewhere in the same project rather than standard libraries. It should be triggered by layman requests such as 'finish this function using our internal…
Use this skill when the user wants to prepare, clean, or label datasets for machine learning using specialized code and automated models. Trigger it for requests like 'fill in the missing gaps in my data', 'automatically label this dataset based on our…
Use this skill when the user wants code-agent data for realistic end-to-end data engineering, analytics, or ELT (Extract, Load, Transform) tasks spanning infrastructure configurations, multiple tools, and intermediate files. Trigger it for requests like…
Use this skill when a user wants to iteratively update or refine code through multiple rounds of instructions, especially when new constraints (like error handling, edge cases, or style rules) are added one by one. It is triggered by requests like 'keep the…
Use this skill when the user wants to implement complex scientific algorithms or methodologies from research papers, LaTeX formulas, or technical documentation into a code repository. Trigger it for requests like 'implement the research method from this PDF',…
Use this skill when you want to evaluate an agent's commitment to safety policies and engineering integrity, especially when task completion is hindered by operational pressure or tempting shortcuts. It is triggered by requests such as 'test if the agent uses…
Trigger this skill when the user wants to understand the architecture, intent, or technical details hidden within a complex codebase or its associated documentation. Use it for requests like 'explain how the payment flow works', 'find where the research…
Use this skill when a user wants to proactively identify gaps in a software project's test suite, generate new reproduction tests for a bug (TDD), or rigorously verify an issue resolution. It is specifically triggered by everyday requests like 'check if these…
Use this skill when the user wants SQL-generation data where the agent must read schema information, consult dialect docs, and produce correct queries for real databases. Trigger it for requests like 'generate enterprise SQL tasks', 'make BigQuery or…
Use this skill when the user wants software-fix data focused on identifying, mitigating, or preventing security bugs. Trigger it for requests like 'make security repair tasks', 'generate vulnerability-fixing data', 'ensure the new feature is secure against…
Use this skill when the user wants to reorganize, clean up, or restructure code across multiple files without changing its functional behavior. Trigger it for requests like 'refactor this project', 'clean up the code structure', 'move these functions to a…
Use this skill when the user wants bug-fix or security-fix data that stays the same in meaning but looks different on the surface, so the agent cannot rely on memorized code patterns. Trigger it for requests like 'make decontaminated repair tasks', 'generate…
Use this skill when the user wants front-end or visual bug-fix data where the question depends on screenshots, diagrams, UI appearance, layout, styling, or rendered interaction behavior. Trigger it for requests like 'give me UI bugs with images', 'make…
Use this skill when the user wants to generate a Proof-of-Concept (PoC) or exploit script to trigger a specific memory safety or logic vulnerability in a codebase. Trigger this for requests like 'create a crashing input for this buffer overflow', 'generate an…
Use this skill when the right answer is not to guess, but to say the conversation never established the needed fact. Trigger it for false-premise questions, near-miss memories, or adversarial follow-ups that sound plausible but are unsupported by history.…
Use this skill when the user reveals the task bit by bit and the agent should pause, ask, and clarify instead of guessing too early. Trigger it for fragmented requests, drip-fed requirements, or conversations where the first turn is only a partial…
Use this skill when a user requires emotional support, feels distressed, or needs an expert to help them collaboratively make sense of a complex personal situation (like medical symptoms or life challenges) before jumping to solutions. It is triggered by…