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aircury/ai-framework

SkillsMP has collected 23 skills from aircury/ai-framework. Open a skill to review its source and details.

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skills collected
23
GitHub stars
5
GitHub forks
2

Skills in this repository

Showing 23 of 23 collected skills.

occupation
unclassified
description

Distil reusable engineering rules from code changes and record them in docs/rules/. Use whenever the user wants to extract rules, conventions, or lessons from a diff, a commit, or the current uncommitted changes — e.g. "extract the rule from these changes",…

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occupation
Software Developers
description

Read-only cross-artifact consistency check across spec.md, plan.md, and tasks.md. Detects gaps, conflicts, and FRAMEWORK.md violations before implementation begins.

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occupation
Software Developers
description

Create a technical implementation plan from a feature spec. Documents architecture, data models, and interface contracts without generating code. Run after spec-kit-clarify.

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occupation
Software Developers
description

Generate a dependency-ordered, phase-based task list from spec.md and plan.md. Run after spec-kit-plan and before spec-kit-analyse.

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occupation
Database Architects
description

Use this skill when creating, reviewing, or migrating relational database schemas. It applies across projects and ORMs/frameworks such as Symfony Doctrine, Prisma, Drizzle, Rails ActiveRecord, Laravel Eloquent, raw SQL, or any other relational database layer.

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occupation
Software Developers
description

Diagnose database issues via SQL row counts without seeing actual data values. Use when debugging missing or incorrect database data, 500 errors traced to queries, or data integrity issues where the user runs SQL and reports only row counts back.

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occupation
Software Developers
description

Use the IDE AskQuestion tool when the agent needs user input. Use when asking the user to choose between options, confirm a decision, or pick from discovered alternatives — never ask multiple-choice questions in plain chat.

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occupation
Software Developers
description

Enforce semantic line breaks in Markdown specification prose. Use this whenever creating or editing specs, requirements, ADRs, README-style specification docs, or Markdown under specs/ or docs/, especially when paragraphs would otherwise be written as long…

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occupation
Database Architects
description

Use DBML as the standard format for database schema documentation. Apply this whenever creating, updating, reviewing, or repairing database docs, ERDs, schema diagrams, table inventories, migration summaries, Doctrine migration changes, SQL schema docs, ORM…

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occupation
Software Developers
description

Analyses git changed files in the workspace and makes atomic, functional, and semantic commits using conventional commits format. Use when the user asks to commit changes, create commits from staged/unstaged files, or organise working tree changes into…

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occupation
Web Developers
description

Use this skill for frontend UI work that must preserve or extend a product's real design system: new screens/components, high-fidelity rebuilds, restyles, non-trivial forms, role-gated UI, substantial behavior changes, or UI implementation that needs layout,…

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occupation
Software Developers
description

Collaborative memory system for AI agents and teams. Three-layer architecture (INBOX → PUBLISHED → ARCHIVED) ensures only high-quality knowledge reaches the shared team memory.

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occupation
Software Developers
description

Analyse a repository's real architecture and write or refresh the Project Architecture section in FRAMEWORK.local.md for projects using the Custom Architecture capability.

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occupation
Project Management Specialists
description

Propose a change with optional working artifacts. Use when the user wants a structured proposal with design notes, tasks, and a clear path to implementation.

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occupation
Software Developers
description

Extracts exact, behaviour-first specifications from an existing codebase. Defines domain concepts, use cases, and business rules with precision — zero implementation details. Use when reverse-engineering a legacy project into precise specs or preparing an…

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occupation
Software Developers
description

Interprets authoritative specs and helps design a new implementation collaboratively, preserving required business, API, and database contracts while exploring architecture, stack, and delivery options with the user. Use when the user wants to start a new…

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occupation
Project Management Specialists
description

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

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occupation
Project Management Specialists
description

Audit requirement quality across spec.md, plan.md, and tasks.md. Validates that requirements are complete, clear, measurable, and consistent — not that code works.

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occupation
Project Management Specialists
description

Resolve ambiguities in a feature spec through targeted Q&A. Run after spec-kit-specify when open questions remain. Updates spec.md incrementally.

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occupation
Project Management Specialists
description

Create a feature specification from a user description. Focuses on WHAT and WHY, never HOW. Use at the start of a spec-kit workflow.

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occupation
Software Developers
description

Implement tasks from a working change. Use when the user wants to start implementing, continue implementation, or work through planned tasks.

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occupation
Project Management Specialists
description

Mark a change as complete. Syncs specs/features/ to reflect current system behavior, then cleans up optional workflow artifacts. Framework-agnostic and independent of any external spec tool.

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occupation
Software Developers
description

Execute tasks from tasks.md following TDD. Marks tasks complete as it goes. Run after spec-kit-tasks. Syncs specs/features/ on completion.

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Showing 23 of 23 collected skills.