// Ecosystem
The AC ecosystem provides two skill sets: ACIT for full lifecycle orchestration across 23 domains, and ACIT Dev for development-focused workflows.
// Product Family
These products sit in the implementation ecosystem. They help an organization run the model in practice after the role and system have already been defined.
// Skills
Outcome orchestration inside Claude Code
Turns the AC operating model into a guided execution system for one operator. It orchestrates skills and specialized agents from validation through delivery.
// Skills
A tighter AC workflow for software delivery
The development-focused subset of ACIT. Excludes non-technical domains and focuses exclusively on software development, DevOps, QA, security, and orchestration workflows.
// Three Layers
The accountable operator who owns the outcome, makes the decisions, and decides when AI is enough or when a human escalation is required.
Company context, platform governance, steering escalation, and the decision log. This layer makes the role safe and repeatable.
Skills that turn the model into daily working practice. They operationalize the role. They do not define it.
// Featured Product
available Turns the AC operating model into a guided execution system for one operator. It orchestrates skills and specialized agents from validation through delivery.
ACIT is currently the clearest expression of the ecosystem: it packages outcome orchestration, domain breadth, structured checkpoints, and resumable workflows inside Claude Code.
68
Skills
23
Domains
52
Agents
6
Pipeline Stages
// Capabilities
From idea validation through architecture, build, go-to-market, and iteration — a single pipeline that coordinates skills and agents across every stage.
23 domains covering development, business planning, marketing, operations, analytics, design, sales, legal, finance, content, security, and more. One person, full coverage.
Quality gates at every critical decision point. The AC proposes, reviews, and approves — AI executes. Outcomes stay under human authority.
Persistent state across sessions. Interrupt work, come back tomorrow, pick up exactly where you left off. No context lost, no progress wasted.
// Pipeline
Validate the idea against market data, competitors, and company context.
Market research, ICP definition, competitor analysis, value proposition design.
Define measurable outcomes with acceptance criteria and KPIs.
Business metrics, financial modeling, risk assessment, strategy alignment.
Design the technical solution with ADRs, stack selection, and infrastructure planning.
Architecture decisions, tech stack research, project scaffolding, infrastructure design.
Implement, review, test, and deploy with structured quality gates.
Feature implementation, code review, QA testing, CI/CD setup, deployment.
Launch with marketing strategy, content, SEO, and sales enablement.
Marketing strategy, content creation, SEO optimization, email campaigns, sales funnels.
Measure results, run retrospectives, extract patterns, and feed learnings back.
Analytics, experimentation, checkpoint reports, retrospectives, pivot analysis.
// Orchestration
Every significant action follows a four-step cycle. AI proposes, the AC approves, agents execute, results are verified against acceptance criteria.
Outcomes, progress, and decisions are stored durably. Sessions can be interrupted and resumed without losing context or requiring re-explanation.
Complex outcomes are broken into discrete, independently executable tasks. Each task has clear inputs, outputs, and completion criteria.
Automated checkpoints between pipeline stages. Code review, spec compliance, test coverage, and acceptance criteria are verified before progression.
Every recommendation is backed by data — market research, competitor analysis, metrics, or test results. No opinions without evidence.
Skills from different domains collaborate within a single pipeline. Development informs marketing. Analytics feeds back to product. Everything connects.
// Skill Catalog
// ac
Outcome definition, pipeline design, cross-domain coordination, and reporting.
// de
Architecture, implementation, codebase analysis, debugging, testing, and code review.
// bp
Market validation, KPI definition, and pivot analysis.
// pm
Problem framing, discovery, feature specification, scoping, and sprint management.
// ur
Research design, interviews, surveys, and synthesis.
// ux
User flows, wireframes, interaction guidance, visual design, and mockups.
// qa
Systematic test strategy, execution, accessibility auditing, and validation.
// bi
Event taxonomy, tracking specifications, and post-launch product analytics.
// ops
CI/CD pipelines, deployment workflows, production monitoring, and incident response.
// mk
Go-to-market strategy, content creation, email campaigns, and distribution.
// seo
SEO strategy, technical audits, and AI search optimization.
// sl
Sales funnel design, qualification criteria, and outreach campaigns.
// fn
Financial modeling, burn rate tracking, runway analysis, and billing.
// lc
Regulatory compliance, contract drafting, and privacy impact assessments.
// pr
Process mapping, workflow automation, and documentation.
// cs
Customer feedback analysis and onboarding design.
// pb
Brand strategy, positioning, and platform-specific content.
// an
Data analysis workflows and experiment design.
// con
Content governance, UX copy, editorial workflow, and CMS configuration.
// sec
Security auditing, OWASP review, and vulnerability scanning.
// hr
Hiring, recruitment, and employee onboarding.
// acc
Client reporting, SLA monitoring, and QBR preparation.
// ds
Design tokens, component specs, CSS/Tailwind config, and design documentation.
// Install
Install flow is intentionally presented as one product detail, not as the definition of the whole site. This is the current path for ACIT.
// prerequisite
Claude Code CLI
Anthropic's official CLI for Claude
// license
MIT
Open source, free to use
// Development Edition
The development-focused subset of ACIT. Excludes non-technical domains and focuses exclusively on software development, DevOps, QA, security, and orchestration workflows.
Designed for engineering teams that want AC-style orchestration without the full business, marketing, and operations domain coverage.
26
Skills
6
Domains
36
Agents
// prerequisite
Claude Code CLI
Anthropic's official CLI for Claude
// license
MIT
Open source, free to use
The ecosystem matters because the model matters first. Better tools do not remove the need for role design, organizational guardrails, or human judgment. They make those decisions executable.