Claude Code plugin for agentic loop-engineering: PRD design/import, tagged phase planning, and an autonomous TDD execution loop with deterministic escalation and disk-backed state.
Estimate the token cost of an approved-shape plan before it is frozen. Reads the PRD and the plan, produces a per-phase Budget Matrix (tier/process/AC-count drivers → estimated token range), flags phases whose cost contradicts their tier/process tag, and writes principled phasebudget / runbudget values into the plan's…
Execute an approved forge-master plan as an autonomous loop. Disk-backed state machine — reads docs/forge/plans/plan-NNN.md, runs phases in dependency order, verifies with the test runner (never opinion), escalates tier/process by deterministic rules, flushes state after every phase so it survives compaction, and ends…
Umbrella entry point for the full forge-master pipeline — chains prd-design, optional spec-design, plan-design, and run in one invocation while keeping every human gate intact. Detects existing artifacts (PRD, spec, plan) and offers to enter at the right stage instead of redoing work. Use when the user says…
Decompose an approved PRD into docs/forge/plans/plan-NNN.md — phases tagged tier (junior/senior) and process (light/heavy), each mapped to the ACs it covers, with a proven total-coverage table and an acyclic dependson graph. Reads docs/context/lessons.md so past escalations improve triage. Stops at human approval…
Interview a user from a raw idea into a testable PRD at docs/forge/prd/NNN-name.md. Every user story gets at least one Given/When/Then acceptance criterion verifiable by test or command. Mandatory Non-Goals. Stable IDs (US-n, AC-n.m). Stops at human approval gate. Use when starting a forge-master run, or when the user…
Take an existing or external PRD (a file path, a pasted doc, a Jira/Notion/Linear export, or free-form requirements) and normalize it into the forge-master PRD contract at docs/forge/prd/NNN-name.md — testable Given/When/Then ACs, mandatory Non-Goals, stable IDs (US-n, AC-n.m), manual-check tagging. Fills gaps via a…
Turn an approved PRD into a technical design spec at docs/forge/specs/spec-NNN.md — architecture, components, exact interfaces, file map, resolved decisions, and risks that feed plan tagging. Optional step between prd-design/prd-import and plan-design; skip it for small tasks. Stops at human approval gate. Use after a…