Fill changelog entries for the current branch. Use when the user asks to fill changelog, write changelog entries, update changelog, or prepare changelog for a PR.

Run all linting, type checking, tests, Markdown lint, and documentation build for the project. Check for errors and warnings, then fix any problems found. Use when the user asks to run checks, verify the build, run CI locally, or fix lint/type/test errors.

Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control

Create or update product briefs through guided or autonomous discovery. Use when the user requests to create or update a Product Brief.

Add or insert a new numbered pipeline step in the p2cs_project, following the standardized Step/DataFile/explore notebook patterns and safely renumbering subsequent steps (code, data, figures, tests, config, dependencies, and imports) when inserting in the middle of the pipeline. Use when creating a new step_* directory, inserting a step between existing ones, or updating step numbers across the project.

Intelligent code cleanup with mainline detection, stale artifact discovery, and safe execution. Supports targeted cleanup and confirmation.

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**The Goal:** AI-ready documentation. When documentation is clear enough, code generation becomes automatic.

FFI cross-language interop expert covering C/C++ bindings, bindgen, cbindgen, PyO3, JNI, memory layout, data conversion, and safe FFI patterns.

Rust web development expert covering HTTP frameworks (axum, actix), REST API design, handler patterns, state management, middleware, database integration, and domain-driven architecture.

Pin and self-referential types expert covering Pin, Unpin, Future, async state machines, pinning projection, and memory stability guarantees.

Macro and procedural metaprogramming expert covering macro_rules!, derive macros, proc-macros, compile-time computation, and code generation patterns.

Rust coding conventions expert covering naming, formatting, comments, clippy, rustfmt, lints, code style, best practices, and idiomatic patterns.

Unsafe code and FFI expert covering raw pointers (*mut, *const), FFI patterns, transmute, union, #[repr(C)], SAFETY comments, soundness rules, and undefined behavior prevention.

Rust learning and ecosystem tracking expert covering version updates, new features, RFC tracking, crate updates, best practice evolution, and learning resources.

ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ. Check curl, wget, rm, sudo, apt, dpkg, chmod, dd, format, powershell, bash, sh. Check pipe patterns like | sh or | bash. Check shell wrappers like bash -c, xargs, find -exec. Check cloud CLI (aws, gcloud, kubectl, terraform). Check when user says sysadmin told me, Stack Overflow says, is this safe, can I run. Block reading of .env, .ssh, .aws, and credential files. This skill blocks dangerous commands and warns on risky ones. ALWAYS apply the safety protocol from this document before responding about any command.

Apply MCAF non-functional-requirements guidance to capture or refine explicit quality attributes such as accessibility, reliability, scalability, maintainability, performance, and compliance. Use when a feature or architecture change needs explicit quality attributes and trade-offs.

Full autonomous engineering workflow

[OMX] Guide on using oh-my-codex plugin

Announce: "I'm using the /brag skill to update your brag document with recent accomplishments."

Draft a repo-local plan using the plan skill template and optionally save it.

Create the Visual Interface for audio plugins. Use when user mentions UI design, mockup, WebView interface, or requests 'design UI for [plugin]'.

Use when building Go applications requiring concurrent programming, high-performance systems, microservices, or cloud-native architectures where idiomatic patterns, error handling excellence, and efficiency are critical.

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Bootstrap a new tracked project with design framework, conventions, and GSD roadmap. Use when the user says 'new project', 'start a project', 'bootstrap', 'set up a new app', or 'initialize'. Creates .planning/ structure and CLAUDE.md. Supports --auto flag for fully autonomous project creation. (Codex adapter)

Symbol-level refactoring with automatic reference updates using Serena MCP

This skill provides comprehensive support for developing ERC-4337 compliant Account Abstraction wallets with privacy-preserving features, specifically designed for vehicle identity and other sensitive

Generate a structured deep research prompt. USE WHEN the user needs to research a complex topic, market, or bug deeply. Capabilities include objective clarification, tech stack validation, and prompt generation.

Structured workflow for discovering, reproducing, and fixing bugs in Searchlite by inspecting real code paths (CLI/HTTP/core), validating durability invariants, and producing regression tests; use when investigating incorrect results, crashes, data loss risks, or “it sometimes fails” reports.

Orchestrate the release team: coordinates release-manager, qa-lead, devops-engineer, and producer to execute a release from candidate to deployment.

Announce: "I'm using the /do skill to orchestrate feature development with lifecycle tracking."

Write comprehensive technical documentation including user guides, how-to articles, system architecture docs, onboarding materials, and knowledge base articles. Creates clear, structured documentation for technical and non-technical audiences. Use when users need technical writing, documentation, tutorials, or knowledge base content.

Use after scope-need and relevant specialist skills approve work. Takes the scoped-need document and produces a flat, ordered list of discrete changes required. Each change is scoped to be a single commit.

Configure GSD workflow preferences including model profiles and agent settings. Use when the user says 'settings', 'configure', 'change profile', or wants to adjust workflow parameters. (Codex adapter)

Expert C4 Container-level documentation specialist. Synthesizes Component-level documentation into Container-level architecture, mapping components to deployment units, documenting container interfaces as APIs, and creating container diagrams. Use when synthesizing components into deployment containers and documenting system deployment architecture.

Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.

workleap-chromatic-best-practices

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合同生成技能，以资深法律专家身份生成完整合同。适用场景：(1) 用户要求'起草合同''生成合同''拟定协议''写合同''草拟合同'时；(2) 用户提供合同类型和交易信息，要求生成完整合同文本时；(3) 用户要求根据特定立场（甲方/乙方/买方/卖方/出租方/承租方）起草倾斜性合同时；(4) 用户要求将已有合同要点或业务条件生成为正式合同文本时。输出 Markdown 格式，可选导出 .docx。

Use when starting any active phase/group in ntn-sim-core platform refactor, or before promoting a downstream MODQN/UI prompt into active work, to verify authority docs, phase status, prompt freshness, and go/no-go conditions.

hologres-cli

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Self-improving agent architecture using ChromaDB for continuous learning, self-evaluation, and improvement storage. Agents maintain separate memory collections for learned patterns, performance metrics, and self-assessments without modifying their static .md configuration.

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