编码规范、框架、重构、代码审查（1.7万 个）
Guide an approved defect fix from reproduction on current main through testing and independent validation. Record evidence for each operator workflow, track change size and rollback scope, and apply review records when receipt-driven development is enabled.
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Guide changes to RDD reviewer integrations through a shared Go contract, a common set of processing rules. Define adapter boundaries, validate result handling, and check that runtime migrations preserve existing review outcomes.
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Split changes exceeding 400 lines into linked pull requests with clear boundaries and dependencies. Choose a chain structure, keep tests and documentation with each work unit, and document review order, verification plans, and justified size exceptions.
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Prepare external contributions to gentle-ai through approved issues, accurate pull request descriptions, and plans for splitting large changes. Check claims against test results and GitHub state while respecting contributor and maintainer permissions.
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Prepare and manage GitHub bug reports and feature requests using repository evidence and required forms. Check for duplicates, identify missing information, and verify published issues or comments before reporting the result.
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Plan commits around complete features, fixes, or documentation changes, keeping related tests and docs together. Split larger work into reviewable units with recorded verification results and clear boundaries for rolling back changes.
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Build and modify Native SDK apps with guidance on project structure, configuration, native features, packaging, and testing. Explains the default TypeScript and Native markup approach, plus WebViews, embedded web interfaces, and their permissions.
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Build Native SDK app logic in TypeScript using explicit state, messages, and update functions. Explains the supported language subset, compiler diagnostics, module organization, and tests for logic that compiles directly into native code.
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Find the Native SDK guidance needed to build desktop apps with TypeScript and Native markup, a declarative UI format. Covers getting started and locating instructions for interface development, packaging, embedded web content, and running-app automation.
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Guides development of Native SDK TypeScript services for file access, network requests, and other work outside the deterministic core. Covers typed calls, pinned npm dependencies, streaming, cancellation, replay, and process or thread execution.
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Fix Native SDK build failures caused by older Zig APIs. Organized by compiler error, this guide shows Zig 0.16 patterns for file access, output, lists, processes, environment variables, clocks, networking, and build configuration.
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Create Native SDK interfaces with .native markup, connecting layouts, widgets, and user actions to app state and messages. Covers TypeScript core integration, explicit Zig alternatives, menus, scrolling, embedded web panes, and interface verification.
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Repair one independently confirmed local bug by addressing the rule the code violates and checking related variants within scope. Deliver regression tests, before and after test results, separate patch files, and one local commit.
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Diagnose Claude in Chrome connection failures on macOS by checking native messaging hosts, the processes linking Chrome to Claude, and their settings. It guides fixes for competing configurations, stale wrappers, and session conflicts, including restart steps.
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Turn Trail of Bits Testing Handbook content into Claude Code skills for security testing. Creates or refreshes SKILL.md files using templates for tools, fuzzers, techniques, and subject areas, then validates structure and links between skills.
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Select relevant code using Trailmark's map of function relationships, then delegate explanation, review, or edit proposals to a smaller model. Limit the supplied source, check cited evidence, and verify proposed changes before applying them.
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Create Mermaid diagrams from code relationships parsed by Trailmark. Visualize function calls, class inheritance, module dependencies, class members, complexity hotspots, and paths from inputs to sensitive functions, with adjustable focus, depth, and layout.
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Turn cryptographic code or specifications into sequence diagrams showing who sends each message, which cryptographic operations occur, and where failures stop the exchange. Outputs include Mermaid source, a plain text diagram, and a protocol summary.
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Get a quick structural overview of a codebase with Trailmark. The skill identifies programming languages, counts entry points where execution begins, and returns dependency information to support orientation before deeper analysis.
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Writes and reviews Lean 4 proofs, machine-checked arguments for mathematics or specifications. Follows Mathlib conventions to organize definitions and lemmas, fill proof gaps, refactor lengthy proofs, and establish automated checks for unproved claims and style.
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Runs repeated reviews and fixes on a Claude Code skill until no critical or major findings remain. Tracks findings across rounds, checks change boundaries, and stops for a design decision when fixes stop making progress.
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Guides agents to access GitHub repositories, pull requests, issues, and APIs through the authenticated gh command-line tool. Covers private repository access and recommends cloning repositories to read files locally, with commands for viewing GitHub information.
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Runs repeated PR reviews and fixes on the directories changed by the current branch. Uses an installed reviewer, checks editing scope after each round, and reports whether blocking findings were resolved or the loop stopped.
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Set up Python projects and standalone scripts with uv for dependencies, ruff for code checks and formatting, and ty for type checking. Configure tests and project files, or migrate existing workflows when requested.
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