Agent skills by ai-driven-dev

Drive the async-dev pipeline from one entry point, whether setup, run, or review.

ai-driven-dev/framework

Turn a request, ticket, or file into a phased implementation plan.

ai-driven-dev/framework

Autonomously orchestrates a request from framing to a draft pull request, isolating implementation, independent review, and final outcome challenge.

ai-driven-dev/framework

Orchestrates a product backlog end to end. An agent skill from ai-driven-dev/framework.

ai-driven-dev/framework

Guide a project's journey through AIDD, from first setup to shipping a feature.

ai-driven-dev/framework

Validate a reviewed candidate's observable behavior against its acceptance criteria and record short named videos as reviewer evidence.

ai-driven-dev/framework

Clarify a vague product or technical intent through natural discovery.

ai-driven-dev/framework

Build the project's memory of its architecture, conventions, and decisions, and wire it into your AI tools.

ai-driven-dev/framework

Produces or refines ordered User Stories from an Epic, Product Brief, PRD, or bounded request.

ai-driven-dev/framework

Generate a router-based skill across the host AI tools a project uses.

ai-driven-dev/framework

Generate or refine a spec, a feature's immutable contract, from a request, a PRD, or review findings.

ai-driven-dev/framework

Produces an evidence-bounded spike for an uncertainty blocking estimation, feasibility, or design.

ai-driven-dev/framework

Produces a concise Product Brief before requirements. An agent skill from ai-driven-dev/framework.

ai-driven-dev/framework

Produces or refines an outcome-based Epic for a product backlog.

ai-driven-dev/framework

Produces or refines a backlog Defect from an observed product mismatch.

ai-driven-dev/framework

Capture durable project learnings. An agent skill from ai-driven-dev/framework.

ai-driven-dev/framework

Produces or refines a backlog Task for bounded delivery work without independent user value.

ai-driven-dev/framework

Turns AIDD measurement on for a project, proves it is recording, lets a person opt into (or out of) naming themselves on their own records, and removes what was measured when asked.

ai-driven-dev/framework

Design and validate a new SaaS's architecture into an INSTALL.md via Q&A and stack comparison.

ai-driven-dev/framework

Answers what a period or one task consumed - a total, a day-by-day series, or a breakdown by step, model, task, backlog item, orchestrated flow, tool, project or person - and hands back the artefact…

ai-driven-dev/framework

Scan a markdown artifact (idea, stories, PRD, spec) for blind spots into a shadow report grouped by category and severity.

ai-driven-dev/framework

Verify factual claims in a text against authoritative sources and rewrite it with footnote citations, hedging the unconfirmed.

ai-driven-dev/framework

Assesses an Epic or Story through one product, delivery, or quality lens, then reconciles three caller-supplied reports.

ai-driven-dev/framework

Run an iterative agent loop that retries until a runnable success condition passes.

ai-driven-dev/framework

Manage project recipes/how-to sheets by listing, creating, updating, researching, or applying a recipe.

ai-driven-dev/framework

Generate a structured Product Requirements Document from a need, idea, or brainstorm, confirmed before save.

ai-driven-dev/framework

Reads complete conversation evidence, measures visible cost, and recommends minimal improvements.

ai-driven-dev/framework

Explore the current project across its tooling, context, and codebase.

ai-driven-dev/framework

Owns the installation record and everything done to a project, under src/contexts/framework/ — the manifest aggregate, and the setup/install/restore/uninstall/doctor orchestration built on top of it.

ai-driven-dev/framework

Defines or modifies what the project targets, under src/contexts/tools/ — an AI/IDE tool profile, its build contract, the content-translation capability classes it composes…

ai-driven-dev/framework

Initialize a project repository with git init, a default branch, a bootstrap commit, CONTRIBUTING.md, and optionally the remote.

ai-driven-dev/framework

Rethink just-completed work against an agreed plan, classifying findings as deal-breaker, suggestion, or correct, with a confidence score.

ai-driven-dev/framework

States what is in place — where measurement is allowed from, whether an identity is attached, where records land, whether the recorder is declared — then answers whether AIDD measurement is actually…

ai-driven-dev/framework

Audit a codebase read-only across seven quality pillars into one ranked report.

ai-driven-dev/framework

Generate a coding rule that governs editor and agent behavior across the host AI tools.

ai-driven-dev/framework

Generate an agent across the host AI tools a project uses. An agent skill from ai-driven-dev/framework.

ai-driven-dev/framework

Generate a flat slash command across the host AI tools a project uses.

ai-driven-dev/framework

Reproduce and fix a known bug, or find an unknown root cause by hypothesis validation.

ai-driven-dev/framework

Generate a hook, a handler that runs at a lifecycle event, across the host AI tools.

ai-driven-dev/framework

Write an existing plan's code, phase by phase, until every acceptance criterion holds.

ai-driven-dev/framework

Review a diff read-only on three axes, code, behavior versus the plan, and relevancy, into one verdict report.

ai-driven-dev/framework

Improve code across four axes (cleanup, performance, security, architecture) by scanning and fixing, or applying a pushed audit report.

ai-driven-dev/framework

Generate a valid Mermaid diagram from a written source through a plan, generate, review loop.

ai-driven-dev/framework

Owns where plugin and marketplace content comes from and how it is fetched, under src/contexts/distribution/ — marketplace registration, catalog parsing, and the ports/adapters that reach git and…

ai-driven-dev/framework

Owns what a session cost and who it was for, under src/contexts/telemetry/ — reading a tool's own local files, attributing a figure to a person, a task, a flow or a step, and the sink that keeps…

ai-driven-dev/framework

Builds the canonical-source-to-target-native translation pipeline under src/contexts/translate/ — target-aware content transforms, the plugin content translator, and the build strategies behind aidd…

ai-driven-dev/framework