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Research AI Skills

Discover Research skills, compare source repositories and read the instructions for each workflow.

Categories: Research

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GitHub

issue-drafting

masa-codehub

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...

GitHub

tdd-python-refactoring

masa-codehub

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...

GitHub

spec-drafting

masa-codehub

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...

GitHub

todo-management

masa-codehub

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...

GitHub

spec-creation

masa-codehub

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...

GitHub

code-review-analysis

masa-codehub

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.

GitHub

adr-creation

masa-codehub

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...

GitHub

code-refactoring-planning

masa-codehub

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...

GitHub

retrospective

masa-codehub

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...

GitHub

issue-review

masa-codehub

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...

GitHub

spec-refactoring

masa-codehub

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...

GitHub

domain-modeling

masa-codehub

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...

GitHub

arch-planning

masa-codehub

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...

GitHub

objective-analysis

masa-codehub

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, (...

GitHub

spec-planning

masa-codehub

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...

GitHub

github-branch-strategy

masa-codehub

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...

GitHub

ssot-verification

masa-codehub

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...

GitHub

context-diagram

masa-codehub

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...

GitHub

objective-review

masa-codehub

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...

GitHub

todo-review

masa-codehub

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.

GitHub

skill-creator

masa-codehub

Replaces the work of presiding over the creation of new skills or refinement of existing ones to capitalize agent capabilities as reproducible knowledge. Typical use cases: (1) Formalizing successful retrospect...

GitHub

tdd-planning

masa-codehub

Replaces the implementation strategy formulation work of analyzing detailed specifications and deciding how code and tests should be placed across layers. Typical use cases: (1) Mapping each element of the spec...

GitHub

design-doc-creation

masa-codehub

Replaces the entire design process for architectural decision-making and overall structural design for new features or major changes. Typical use cases: (1) Formulating and evaluating multi-perspective approach...

GitHub

active-reconnaissance

masa-codehub

Replaces the work of actively investigating and identifying gaps between the ideal (user request) and reality (code/documents). Typical use cases: (1) Uncovering existing ADRs or constraints that contradict req...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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