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Advanced AI Workflows

Retired as a product on 2026-09-07. What it was for now lives in six habits, not in code.

This repository set out to integrate three planning frameworks — gstack, advanced-planning and superpowers — behind a component manifest, a detector, and a routing block that every project's CLAUDE.md would carry. Three independent model reviews, run in parallel on different vendors, each concluded on its own that the machinery was compensating for weaker models and for the absence of an orchestrator, and that neither condition still holds. Their reports are in docs/research/:

Three numbers decided it. Of 249 commits, 170 touched only .advanced-plans/. No pull request was ever opened against this repository. Nothing was ever merged to main until the commit that closed the effort.

What survived

Six standing habits, kept at herdr-ops/WORKING-AGREEMENT.md and summarised in this repo's CLAUDE.md. They need no installer, no manifest and no Python. herdr is the orchestrator; the Matt Pocock skills in .agents/skills/ are the planning path; GitHub Issues holds the state that .advanced-plans/ used to.

What was removed

.advanced-plans/, .aaw/ and its detector, tools/, tests/, the setup-with-claude and gstack-to-plans skills, and the architecture, roadmap, rationale and setup documents that described them. All of it is in git history; nothing is lost, and nothing is maintained.

What is still here

Path Why it stayed
.agents/skills/ The Matt Pocock skill set, pinned by skills-lock.json. The planning path itself.
CONTEXT.md The domain glossary.
docs/agents/ Issue tracker conventions, triage labels, worker attribution.
docs/research/ The measurements this decision rests on, including the reviews above.

The wayfinder map on issue #1 records the route and its close.

Licence

MIT

About

A structural repository bringing together planning and execution workflows for complex planning and development workflows including Advanced Planning, Plannotator and Superpowers.

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