“acl”的搜索结果

Unsupervised clustering and cell-type identification for high-dimensional flow, spectral, and mass cytometry - FlowSOM, PhenoGraph, FlowSOM-via-CATALYST, with UMAP/tSNE for visualization. Covers the type-vs-state marker distinction (cluster on lineage, test state within clusters), over-provision-then-metacluster, the Weber-Robinson benchmark, seed dependence and metacluster stability, why embeddings are for looking not measuring, and median-heatmap annotation/merging. Use when discovering populations without predefined gates, choosing a clustering algorithm, selecting the number of metaclusters, or annotating clusters into cell types.

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Audit or design server-side indexes, directories, reputations, or aggregates that are DERIVED from traffic a platform witnesses (chain heads, run verdicts, heartbeats, publish activity) so that consent gates the derivation, not merely the read: no shadow index over non-consenting principals, post-consent-only evidence windows, retention bounds and delete-propagation into derived rows, activity-oracle threat modeling, and audit-logged ranking discretion. Use when building a capability directory / whois from witnessed activity, a reputation ledger from settled outcomes, vitals aggregation across tenants, or any "the yellow pages can't lie because they index signatures" feature. Keywords: shadow index, derived index, consent gates derivation, activity oracle, phone book not a log, delist propagation, ranking weight audit, k-anonymous aggregate, subpoena surface. NOT for the consent-screen UX and scope-ladder mechanics themselves (use local-first-tenancy-boundary), reputation scoring math and Sybil economics (use agent-identity-continuity-reputation), or discovery-layer architecture L1/L2/L3 (use agent-discovery-directories-guilds).

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针对Oracle SQL查询请求，仅输出纯文本SQL语句，不使用Markdown代码块，不提供任何解释，以避免终端显示乱码。

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Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify repositories, DAOs, and service layers that interact with the database, then produces a structured testing plan. Use when planning integration test coverage for a migrated project, identifying which data access methods need tests, or preparing for Oracle-to-PostgreSQL migration validation.

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Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and PostgreSQL as actionable bug reports with severity, root cause, and remediation steps.

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Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with deterministic seed data that validate behavior consistency across both database systems. Use when creating integration tests for a migrated project, generating test coverage for data access layers, or writing Oracle-to-PostgreSQL migration validation tests.

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按国家和时间范围获取已收录的抗议、骚乱、罢工等事件，依严重程度和发生时间查看记录，并核对地点、死亡人数、可信度及来源链接。

• 查询特定国家的社会动荡记录
• 查看过去一周的抗议与罢工
• 收集附有来源的局势报告材料

Provides a reference for reviewing DeFi smart contracts, programs that manage blockchain transactions. It organizes vulnerability types with causes, code examples, search patterns, and fixes to help investigate accounting, permissions, boundary conditions, and pricing logic.

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• Checking for accounting inconsistencies and missing permission checks
• Comparing normal and alternative code paths
• Reviewing deadline and array boundary conditions

Extend CARLA’s native ROS 2 interface to publish sensor data or receive vehicle commands. Covers topic implementation, registration, data connections, and verification, plus adding middleware, the communication layer used to exchange messages.

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• Publish obstacle sensor data to ROS 2
• Add a topic for vehicle speed commands
• Integrate another communication middleware

Run CARLA routes with a driving agent through ScenarioRunner, including scenarios available only in route mode. Inspect route contents, execute one or all routes, and obtain reports on completion, collisions, traffic lights, and other criteria.

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• Test a driving agent on a specific route
• Find routes containing accident or obstacle scenarios
• Run Leaderboard scenarios without its scoring

Drives a CARLA vehicle to a specific destination using navigation agents that plan routes, avoid obstacles, and obey traffic lights. Can also plan and draw a route between two points without moving the vehicle.

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• Driving a vehicle to specified coordinates
• Navigating to a chosen junction
• Planning and drawing a route without driving

Investigate slow SQL, write complex joins and summaries, and design database structures. Uses execution plans, which show how queries run, to guide index choices and query rewrites, with before-and-after performance measurements.

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• Investigate a slow SQL query
• Write complex joins and grouped calculations
• Design tables, keys, and constraints

Build Python 3.11+ applications with type annotations, asynchronous operations, and structured error handling. The skill also creates pytest tests and checks code with mypy, black, and ruff to support consistent implementation and validation.

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• Add type annotations and strict type checking
• Implement asynchronous network or file operations
• Create pytest tests with fixtures and mocks

Write, review, and refactor Python code using concrete readability rules. Keep functions focused, reduce nested logic, clarify names and expressions, and apply Python features such as comprehensions, dataclasses, and pathlib while respecting existing codebase conventions.

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• Refactoring long functions and deeply nested logic
• Reviewing names and complex expressions
• Organizing code with Python standard library features

Assess web applications and APIs for SQL injection, where input changes database queries. The skill covers finding vulnerable inputs, testing different database systems, automating checks, and documenting findings with remediation suggestions.

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• Assessing web application inputs for SQL injection
• Reviewing GraphQL and WebSocket injection risks
• Combining SQLmap automation with manual verification

Assess how applications use encryption, signed tokens, and random values. Identify implementation weaknesses, select relevant testing tools, and document causes and fixes for issues involving encryption modes, RSA parameters, predictable randomness, and key derivation.

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• Assessing encrypted cookies and tokens
• Checking RSA keys and cryptographic settings
• Testing session token predictability

Implement fog of war, an effect that conceals unseen areas, in Three.js action games. It combines soft visual boundaries with obstacle-aware visibility rules for targeting and combat, plus performance tuning and testing guidance.

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• Add soft, wall-aware fog to a Three.js game
• Align hidden-enemy targeting with visibility rules
• Fix radial streaks and seams in fog rendering

Create an escrow that holds ERC20 tokens until an AI oracle, a service that judges submitted results, accepts fulfillment of written conditions. The skill helps clarify those conditions, gather settings, and run the CLI.

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• Create a token escrow with written fulfillment conditions
• Clarify conditions for AI evaluation
• Choose an arbitration provider and model

Use the Alkahest CLI to manage escrow, where assets are held until agreed conditions are met. It covers buyer deposits, seller fulfillment and collection, third-party decisions, token swaps, and reclaiming expired, unfulfilled deposits.

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• Creating escrow with release conditions
• Submitting work and collecting escrowed assets
• Approving or rejecting fulfillment as an oracle

Design and deploy a two-outcome prediction market whose result is determined from public web evidence. The skill guides an agent through setting rules and sources, checking the deployed contract, triggering resolution, and monitoring the final outcome.

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• Create a Yes/No market for a sports result
• Define a weather market with clear evidence sources
• Verify deployment and monitor the final outcome

Configure mirrord to route selected Kafka messages to a local application. Generate Kubernetes resource files and matching message filters, check their consistency, and troubleshoot connection or splitting issues, including Kafka Streams and AWS MSK IAM setups.

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• Set up Kafka message splitting for local debugging
• Filter messages by headers or payload fields
• Configure Kafka Streams or AWS MSK IAM connections

Assess account takeover risks across password resets, email changes, JWT tokens, SSO, and recovery flows. The skill connects individual weaknesses into testable scenarios and requires proof that an attacker session can gain access to a separate test account.

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• Review password reset links and token handling
• Check reauthentication for email and password changes
• Assess takeover risks involving JWT and SSO

Guides authorized security testing after initial access, covering privilege escalation, persistence, movement between systems, and data access. Helps agents define boundaries, assess demonstrated access, and document evidence or obstacles before ending the investigation.

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• Defining the scope of testing after initial access
• Reviewing investigation options when privilege escalation stalls
• Documenting movement paths and the highest privileges obtained

Guides typed data integration in NeMo Relay by choosing codecs, converters between application values and JSON. Helps preserve middleware edits and caller-visible responses while distinguishing application data conversion from provider-specific LLM request and response handling.

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• Connecting existing domain models to NeMo Relay
• Choosing codecs for Python or Node.js
• Making provider payloads inspectable by middleware