AID — AI-Integrated Development: A complete methodology for human-AI collaborative software development. 12 phases, 5 stages, 11 feedback loops.
This repository also configures its own agents. See what aid-methodology tells them →
Skill Claude Code
Answer a question about this project, with citations. Use this skill when you want to know something -- how a part of the system works, what a document says, where a piece of work stands -- and you want a grounded answer rather than a guess. It reads three sources: the Knowledge Base, the live codebase, and any AID…
Skill Claude Code
Diverge on a problem not yet formed into an answerable question, then converge it to a DESIGN SEED in .aid/design/ .md -- exploration, framings, and the candidate directions worth pursuing. Use this skill when a problem space is still open and you want to explore it, rather than answer one specific question. Grounded…
Skill Claude Code needs its repo
View or update AID pipeline settings. Use this skill when you need to see how the pipeline is configured, or change one setting such as the project name, its type, or the minimum grade. A bare invocation prints every value in a table and, on the first run, creates .aid/settings.yml from the template. Passing a key -…
Skill Claude Code
Create an API endpoint / middleware (contract, handler, validation). Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops…
Skill Claude Code
Realize a ready architecture seed from .aid/design/architecture.md into the project's build-and-shape (C1) Knowledge Base document -- components and their responsibilities, boundaries, interactions, and the invariants a change must not break. Use this skill when an architecture seed is ready and the project has no…
Skill Claude Code
Realize a ready backlog seed into .aid/knowledge/backlog.md -- frontmatter, preamble, ## Contents index, ## Next Release, ## Prioritized, and ## Gotchas. Use this skill when a backlog seed is ready and the project needs its backlog document written for the first time. Moves accepted tech-debt.md items into backlog.md…
Skill Claude Code
Realize a ready CI/CD seed from .aid/design/cicd.md into the project's shipping (C8) Knowledge Base document -- the pipeline stages and their order, the triggers, the environments and promotion between them, and the release flow. Use this skill when a CI/CD seed is ready and the project has no record of its delivery…
Skill Claude Code
Create a CLI command. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run /aid-execute to carry the plan out.
Skill Claude Code
Create a new configuration option or feature flag. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run…
Skill Claude Code
Build a durable dashboard / BI view, from its source through the visualization to how it is published and refreshed. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan…
Skill Claude Code
Create a new data model/entity with its schema migration. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run…
Skill Claude Code
Create a data pipeline (source, transform, sink, schedule). Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run…
Skill Claude Code
Create a diagram in one pass, choosing the diagram type that fits the subject -- flowchart, sequence, entity-relationship, C4, state, and so on, in Mermaid or Graphviz. Use this skill when a picture would explain something faster than prose and you do not want to pick the notation yourself. It is grounded in, and…
Skill Claude Code
Create a document in one pass, working out both its format and its structure from what you ask for -- a how-to, a reference page, an ADR, an architecture write-up, a runbook, a tutorial, a changelog, a diagram, a table. Use this skill when you need a document written now and do not want to decide its genre first. It…
Skill Claude Code
Provision a new infrastructure resource. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run /aid-execute to…
Skill Claude Code
Create an external-service integration (client/adapter). Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run…
Skill Claude Code
Create a scheduled or background job. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run /aid-execute to carry…
Skill Claude Code
Create a message/event schema and its emission. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run /aid-execute…
Skill Claude Code
Realize a ready MVP seed into roadmap.md's ## MVP section only -- the first shippable slice: what it includes, why the line falls there, what was cut, and its current status. Use this skill when an MVP seed is ready and the roadmap's MVP section has not been written yet. The roadmap document itself is…
Skill Claude Code
Realize a ready roadmap seed into .aid/knowledge/roadmap.md -- frontmatter, preamble, ## Contents index (including the forward ## MVP entry), and the three horizon sections ## Now, ## Next, ## Later. Use this skill when a roadmap seed is ready and the project needs its roadmap document written for the first time.…
Skill Claude Code
Realize a ready stack seed from .aid/design/stack.md into the project's technology (C0) Knowledge Base document -- languages, runtimes, frameworks, package managers, and build and test tooling, each with its version. Use this skill when a stack seed is ready and the project has no technology-stack document yet. When…
Skill Claude Code
Author new tests (unit/integration/e2e); each test traces to an acceptance criterion; framework inferred from the KB. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan…
Skill Claude Code
Realize a ready testing-strategy seed from .aid/design/testing-strategy.md into the project's quality (C6) documents -- the test landscape (levels, coverage expectations, CI lane mapping, known gaps) and the gate policy (what blocks a merge, the thresholds, who may waive one). Use this skill when a testing-strategy…
Skill Claude Code
Create a visual theme or style-token set. Use this skill when you already know what to create and want it scoped, specified, and broken into reviewable tasks in a single pass, with no requirements interview. You approve the resulting plan before anything is built: this skill plans and stops, so run /aid-execute to…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: