开发技能

Create and audit the files and routines that guide coding agents across sessions. It organizes instructions, progress tracking, verification, scope boundaries, and handoffs, with scripts for setup, structural checks, and shareable assessment reports.

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• Creating AGENTS.md or CLAUDE.md and supporting files
• Preserving progress between agent sessions
• Defining checks required before work is marked complete

Check whether AI browsing agents can access content and interact with a website. Review accessible controls, access policies, and discovery files, explain Lighthouse results, and draft fixes with evidence and priorities for review.

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• Audit whether AI agents can use a website
• Understand Lighthouse Agentic Browsing results
• Review access policies for different AI agent purposes

Implement, fix, refactor, or remove repository code through a defined workflow. It connects each change to an acceptance criterion, checks effects on existing behavior, and guides focused testing, change review, and verification.

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• Implementing a feature within an agreed scope
• Fixing bugs while preserving existing behavior
• Checking impacts before removing code

Investigate Apache ShardingSphere issues using official documentation, code, tests, and issue discussions. Distinguish bugs, unsupported usage, duplicates, and enhancement requests, then draft a concise maintainer-style reply explaining the evidence and next action.

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• Distinguish bugs from unsupported configurations
• Check whether an issue duplicates an earlier report or fix
• Draft a GitHub issue reply with clear next steps

Apply Apache ShardingSphere’s written coding standards during implementation or review, covering naming, Java constructs, tests, and Maven dependencies. Also audit a specified scope without editing files, combining automated checks with manual inspection of applicable rules.

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• Check changed code against written repository standards
• Review Java naming and declaration conventions
• Verify changed Maven dependency declarations

Review Apache ShardingSphere pull requests or authorized downstream changes using repository evidence. Assess code correctness, merge readiness, or CI failures, then produce consolidated findings or a ready-to-copy reply to a review discussion.

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• Review code changes for correctness and regression risks
• Assess whether a pull request is ready to merge
• Investigate CI failures

Review web interface code against the latest Web Interface Guidelines to identify issues in design, usability, and accessibility. Specify files or a file pattern, and receive concise findings with file names and line numbers.

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• Review the code behind a web interface
• Check accessibility against the guidelines
• Request a design or usability review

Write English pull request titles and descriptions that explain behavior changes, affected areas, verification results, risks, and rollback steps. Attach demo videos or screenshots with gh, the GitHub command-line tool, and keep existing PR text consistent with the final changes.

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• Create a PR that explains the resulting behavior
• Organize verification results and untested areas
• Attach demo videos and before-and-after screenshots

Build React interfaces for Kortix using @kortix/ui components. The skill covers forms, dialogs, notifications, and chat views, with shared styling rules, brand customization through CSS variables, and checks for types, controls, and responsive layouts.

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• Building forms and dialogs with existing components
• Adding a chat view with SessionThread
• Adapting component colors and logos to another brand

Guides development and releases for Kortix Capture, a standalone recording app. Covers installers for Windows, macOS, and Linux, app behavior, sync troubleshooting, and coordinated changes to the recording storage format and its tests.

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• Prepare or troubleshoot a Capture release
• Update installers for supported operating systems
• Investigate sync failures on a self-hosted instance

Build and review Kortix replies that display cards, comparisons, charts, maps, and tabs. The skill guides structured UI blocks in OpenUI Lang, their web and mobile rendering, validation, Markdown conversion, and compatibility checks.

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• Designing visual components for Kortix replies
• Implementing web and mobile renderers
• Debugging invalid or undisplayable UI blocks

Guide changes to Kortix billing code, admin controls, and pricing screens. Explain how plans, trials, enterprise contracts, and access exceptions should work, where pricing is defined, and which audited routes must handle account changes.

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• Update billing logic and its specification together
• Review how trials and enterprise contracts are handled
• Find the code that defines prices and allowances

Review code changes for unnecessary complexity, including unused flexibility, avoidable dependencies, and abstractions with little purpose. Receive concise findings that name what to remove, what can replace it, and how many lines could be cut.

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• Check code changes for over-engineering
• Find code replaceable with standard library features
• Identify unnecessary dependencies and abstractions

Keep coding tasks small by checking whether new code is needed, reusing existing helpers, and preferring standard libraries or built-in platform features. Apply the same approach to feature development, bug fixes, refactoring, and reviews.

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• Adding a feature with minimal code
• Reviewing unnecessary dependencies
• Simplifying an overcomplicated implementation

Guide changes to the published @kortix/sdk package with rules for preserving public APIs, writing failing tests before behavior changes, keeping the core independent of frameworks, and checking package installation. It also covers exports, streaming transport, and release version handling.

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• Adding a public SDK feature or export
• Renaming public types while preserving compatibility
• Changing streaming or transport behavior

Collect deliberate shortcuts marked with ponytail: comments into a file-by-file debt report. Show each shortcut’s stated limit and revisit trigger, flag missing triggers, and summarize counts without changing the codebase.

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• Listing deliberately deferred code improvements
• Finding shortcuts without revisit triggers
• Reviewing limits and upgrade paths by file

Manage separate local development environments for multiple branches using the project's pnpm worktree CLI. Each environment has its own ports and dependencies, with options to share Supabase or isolate database changes for testing.

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• Running and testing multiple branches at the same time
• Testing database migrations in a separate database
• Reusing an existing worktree for related fixes

Guide database structure changes in a project using Drizzle and node-pg-migrate. Covers generating and reviewing migration files, checking compatibility during deployment, handling indexes separately, and validating changes before applying them to shared databases.

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• Adding or changing database tables and columns
• Creating or removing indexes on existing tables
• Reviewing compatibility during staged schema changes

Audit an entire codebase for unnecessary complexity and dependencies. Receive a ranked list of code to delete, simplify, or replace with standard library and platform features, with file paths and estimated reductions.

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• Finding code and dependencies to remove
• Reviewing abstractions that add little value
• Identifying replacements using built-in features

Delegate coding, analysis, refactoring, or reviews from Claude Code to Codex CLI. The skill explains unattended execution, permission settings, output capture, parallel tasks, and independent checks of changed files and test results.

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• Delegate implementation while retaining planning responsibility
• Get a second opinion on code changes
• Split independent tasks across separate git worktrees

Guides a pull request from local checks through a recorded demo, GitHub upload, merge, and development environment verification. Explains the project's test and preview labels, attachment requirements, and rules for keeping the pull request current.

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• Prepare a pull request with local verification results
• Record and attach a demo of changed behavior
• Check when test and preview labels run workflows

Inventory feature flags, switches that control feature availability, and remove eligible flags with their unused code branches. Leave ongoing rollouts and experiments untouched, run verification checks, and prepare a pull request for human review.

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• Removing flags after a feature has fully rolled out
• Cleaning up unused flags and unreachable code branches
• Listing ongoing rollouts and experiments for human review

Set up and use Composio to connect AI agents with apps such as Gmail, Slack, and Notion. Selects guidance for personal accounts or product integrations, covering setup, app operations, troubleshooting, and migration.

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• Connect a personal AI agent to apps
• Integrate account connections into a product
• Diagnose failed connections or tool calls

Save changes made during the current conversation as one Git commit on the current branch. Select specific files, leave unrelated work unstaged, and stop after committing without creating a branch, pushing, or opening a pull request.

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• Committing changes made during the current conversation
• Saving work while excluding unrelated local changes
• Creating a local commit on the current branch