context-hypothesis
Replaces the design study of formulating and analyzing "verifiable hypotheses" that align with SSOT based on domain models and requirements. Typical use cases: (1) Proposing optimal solutions following Clean Ar...
浏览 masa-codehub 维护的已发布 AI 技能,比较用途与说明,并通过来源仓库了解安装方式。
已收录技能
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Replaces the design study of formulating and analyzing "verifiable hypotheses" that align with SSOT based on domain models and requirements. Typical use cases: (1) Proposing optimal solutions following Clean Ar...
Replaces the creation of test code based on specifications and the minimal implementation to pass them (Red/Green) in Python projects. Typical use cases: (1) Creating failing tests (Red) based on API or logic s...
Audits the architecture visualization plan (Common Definitions & Draft Issues) before execution. Strictly enforces SYSTEM_ARCHITECT values and ensures zero regressions by validating against loaded SSOT context...
Decomposes approved ADRs/Design Docs into a dependency graph of Artifacts and Tasks using backward chaining. Generates a robust roadmap where every task is logically connected to existing assets.
Replaces the work of creating objective-oriented and verifiable Issue drafts based on templates. Typical use cases: (1) Setting specific individual goals based on SMART principles from user requests, (2) Defini...
Replaces the refactoring work of improving quality and maintainability of passed Python code without changing behavior. Typical use cases: (1) Enhancing type safety by eliminating Any types and tightening type...
Replaces the actual work of drafting and updating detailed specifications that can be used directly as input for TDD using templates based on plans. Typical use cases: (1) Formulating rigorous API contracts def...
Skill for breaking down goals into atomic, verifiable steps and managing them in .gemini/todo.md. Used when (1) creating a detailed step-by-step execution plan, (2) tracking progress of multi-step operations to...
Replaces the entire process of translating high-level designs (Architecture/Design Docs) into detailed technical specifications (Specs) that developers can implement immediately. Typical use cases: (1) Decompos...
Analyzes PR review comments, verifies them against SSOT, and formulates a Fix/Reply plan. Used to categorize comments (Accept, Discuss, Explain) and define atomic actions.
Replaces the entire process of formulating Architecture Decision Records (ADRs) based on the OODA loop. Typical use cases: (1) Defining the specific scope and components of the system to be implemented next, (2...
Analyzes code smells and architectural violations to formulate a concrete Refactoring Plan. Used for (1) identifying technical debt, (2) defining As-Is vs To-Be states, and (3) planning safe, atomic refactoring...
Replaces the work of reflecting on completed tasks using YWT or KPT frameworks to derive structural improvement actions. Typical use cases: (1) Root cause analysis for technical failures or unknown behaviors (Y...
Replaces the task of strictly auditing created Issue drafts to ensure they align with the project's SSOT and agent values. Typical use cases: (1) Verifying the existence of linked file paths and format checking...
Replaces the work of detecting inconsistencies or ambiguities in drafted specifications and elevating them to a rigorous and complete Implementation SSOT. Typical use cases: (1) Eliminating vague expressions li...
Replaces the DDD-based modeling work of translating business knowledge into structures that can be reflected in code and architecture. Typical use cases: (1) Defining bounded contexts and creating relationship...
Replaces the design work of formulating a visualization strategy (Blueprint) to accurately convey ADR intent, defining terminology, and decomposing tasks. Typical use cases: (1) Defining mappings between ubiqui...
Replaces the work of extracting the true intent behind user statements or Issues and formulating multi-perspective solution hypotheses. Typical use cases: (1) Structuring information using the 5W1H framework, (...
Replaces the work of analyzing requirements, formulating strategies to create high-quality detailed specifications, creating shared definitions, and decomposing tasks. Typical use cases: (1) Defining ubiquitous...
Replaces the work of prescribing and adhering to branch definitions and operational rules (Git Flow) in the project. Typical use cases: (1) Identifying and updating the Base Branch that serves as the developmen...
Replaces the task of strictly verifying whether proposals or deliverables conceptually align with the project's Single Source of Truth (SSOT). Typical use cases: (1) Confirming new design proposals do not viola...
Replaces the diagramming task of visualizing the "big picture" and "external boundaries" of the system based on the C4 model (Level 1). Typical use cases: (1) MECE identification of actors and external systems...
Replaces the quality management task of strictly auditing set objectives to eliminate defects and risks before execution. Typical use cases: (1) Physical consistency checks against the current file structure an...
Skill for auditing .gemini/todo.md to ensure tasks are atomic, verifiable, and logically sound. Checks for gaps, jumps in logic, and missing verification steps.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。