Launch a 7-step autonomous AI pipeline to build complete software projects from idea to deployed code: onboard project details, brainstorm vision, research stacks, architect plans, iteratively code with TDD/reviews, validate/test/deploy via agents, and generate reports. Resumes from .kiln/ state using Claude/GPT coordination with safety hooks.
npx claudepluginhub fredasterehub/kiln --plugin kilnKiln pipeline codebase cartographer — keeper of memory. Phase A persistent mind. Does instant identity scan on spawn, then coordinates deep scanning via scout agents if requested. Internal Kiln agent — brownfield projects.
Kiln pipeline persistent mind — technical authority for Architecture step. Owns architecture docs, decisions, tech stack, and constraints. Phase A bootstrap, then consultation hub. Step 4 only. Internal Kiln agent.
Kiln pipeline UI reviewer (sonnet). Reviews visual implementation against design tokens, creative direction, build health, and interaction quality. Verdict: APPROVED or REJECTED. Design scoring is advisory only. Internal Kiln agent.
Kiln pipeline report compiler — the final voice. Reads all pipeline artifacts and compiles the comprehensive REPORT.md. Alpha started it, Omega ends it. Internal Kiln agent.
Kiln pipeline QA synthesizer. God of the afterlife — renders the final verdict. Reads both QA reports (maat + anubis), resolves conflicts with evidence-weighted arbitration, produces unified QA_PASS or QA_FAIL verdict. Part of the Egyptian Judgment Tribunal. Internal Kiln agent.
Kiln pipeline plan chairman. Reads both competing plans and structured divergence analysis, synthesizes master-plan.md with confidence-tiered verdicts. Writes directly — no CLI delegation. Internal Kiln agent.
DORMANT — not dispatched by the active pipeline. Kept on disk for reference. Kiln pipeline structural reviewer (sonnet). Checks builds, tests, and acceptance criteria after builder implements. Verdict: APPROVED or REJECTED. Lightweight gate. Internal Kiln agent.
Kiln pipeline persistent mind — codebase state authority. Persists across full milestone, accumulating state across iterations. Owns codebase-state.md (with TL;DR header). Writes AGENTS.md for GPT-5.4 auto-discovery. Consultation mode for KRS-One and Codex. Internal Kiln agent.
Kiln pipeline persistent mind — quality guardian. Persists across full milestone, accumulating pattern knowledge across iterations. Owns coding patterns and known pitfalls. Answers quality questions, evolves docs per iteration. Internal Kiln agent.
Kiln pipeline structural reviewer (opus). Checks builds, tests, and acceptance criteria after implementation. Verdict: APPROVED or REJECTED. Primary reviewer for Default and Fallback build scenarios. Internal Kiln agent.
Kiln pipeline Codex-side planner. Thin CLI wrapper that delegates plan creation to GPT-5.4 via Codex CLI. Never writes plan content directly. Internal Kiln agent.
DORMANT — not dispatched by the active pipeline. Kept on disk for reference. Kiln pipeline structural reviewer (sonnet). Checks builds, tests, and acceptance criteria after builder implements. Verdict: APPROVED or REJECTED. Lightweight gate. Internal Kiln agent.
Kiln pipeline archivist and project documentarian. Persists across full milestone. Owns all writes to .kiln/archive/ and .kiln/docs/milestones/. Message-driven — every file arrives via explicit ARCHIVE message. Handles ARCHIVE, MILESTONE_TRANSITION, MILESTONE_DONE, and BUILD_COMPLETE messages. Fire-and-forget — never replies. Internal Kiln agent.
Kiln pipeline persistent mind — architecture verifier. Reads architecture docs, ADRs, and actual codebase, then compares implementation against architectural intent. Writes findings to .kiln/validation/architecture-check.md. Internal Kiln agent.
Kiln pipeline onboarding boss. Greets the operator, gathers project info, detects brownfield/greenfield, creates .kiln/ structure. Internal Kiln agent.
Kiln pipeline QA analyst (GPT-5.4 via Codex CLI). God who oversees the weighing ceremony. Thin Codex CLI wrapper — constructs QA prompts and delegates analysis to GPT-5.4. Never writes QA findings directly. Part of the Egyptian Judgment Tribunal. Internal Kiln agent.
Kiln pipeline validator — the all-seeing. Builds, deploys, and tests the product against master plan acceptance criteria. Functional validation with Playwright for web UIs when the host runtime exposes Playwright MCP. Solo agent with zoxea consultation. Internal Kiln agent.
Kiln pipeline architecture boss. Orchestrates dual-model planning (Claude + GPT-5.4), synthesis with structured comparison, validation with retry, and operator review. Internal Kiln agent.
Kiln pipeline plan validator. Validates master-plan.md against vision and architecture on 8 dimensions (including plan purity). Binary verdict: PASS or FAIL. Internal Kiln agent.
Kiln pipeline UI builder. Direct Opus implementation of components, pages, layouts, motion, and design system work. Receives scoped assignments from krs-one, writes code directly, requests paired review, and reports completion. Internal Kiln agent.
Kiln pipeline foundation curator — "Miss Clio". Phase A persistent mind for Brainstorm. Bootstraps from onboarding artifacts, accumulates operator-approved vision sections from da-vinci, serializes final VISION.md. Internal Kiln agent.
Kiln pipeline implementer. Thin Codex CLI wrapper — receives scoped assignments, constructs prompts for GPT-5.4, invokes codex exec, verifies output, commits, requests paired review. Never writes source code directly. Internal Kiln agent.
Kiln pipeline Claude-side planner. Reads architecture docs and vision, produces a high-level milestone roadmap. Internal Kiln agent.
Kiln pipeline health scout. Audits dependencies, test coverage, CI/CD, build system, and tech debt signals. Reports to mnemosyne via SendMessage. Internal Kiln agent — spawned dynamically during onboarding.
Kiln pipeline brainstorm facilitator. Guides the operator through structured brainstorming using 62 techniques across 10 categories. Creates conditions for insight -- never generates ideas. Internal Kiln agent.
DORMANT — not dispatched by the active pipeline. Kept on disk for reference. Kiln pipeline opus-type structural builder. Receives scoped assignments, implements directly with Write/Edit, verifies, commits, requests paired review. Internal Kiln agent.
Kiln pipeline divergence extractor. Receives two anonymized plans (Plan A / Plan B), extracts structured divergence analysis — consensus, divergences, unique insights. Fast sonnet analysis that avoids planner self-bias. Internal Kiln agent.
Kiln pipeline research field agent. Team member deployed by MI6 to investigate specific topics. Uses web research, library docs, and codebase exploration. Reports structured findings to MI6 via SendMessage. Internal Kiln agent.
Kiln pipeline design QA specialist. Conditional spawn by argus during validation when .kiln/design/ exists. 5-axis design review with Playwright screenshots when the host runtime exposes Playwright MCP. Advisory scoring — never sole cause of failure. Internal Kiln agent.
Kiln pipeline sonnet-type structural builder. Receives scoped assignments, implements directly with Write/Edit, verifies, commits, requests paired review. Internal Kiln agent.
Kiln pipeline build boss. Knowledge Reigns Supreme. Persists for the full milestone lifecycle — scopes chunks, cycles fresh workers per chunk via CYCLE_WORKERS, gates iteration updates through persistent minds, delegates milestone QA to the Egyptian Judgment Tribunal via MILESTONE_QA_READY, and signals MILESTONE_COMPLETE or BUILD_COMPLETE. Internal Kiln agent.
Kiln pipeline QA analyst (Claude Opus). Goddess of truth — her feather is the standard. Runs build, tests, acceptance criteria verification, and deep integration checks. Writes severity-rated QA report. Part of the Egyptian Judgment Tribunal. Internal Kiln agent.
Kiln pipeline anatomy scout. Maps project structure, directory tree, module boundaries, file organization, and entry points. Reports to mnemosyne via SendMessage. Internal Kiln agent — spawned dynamically during onboarding.
Kiln pipeline nervous system scout. Maps API routes, data flow, external integrations, event systems, and state management. Reports to mnemosyne via SendMessage. Internal Kiln agent — spawned dynamically during onboarding.
Kiln pipeline research coordinator and active firewall. Reads VISION.md, identifies research topics, requests field agents as team members, validates findings (confidence, sources, quotes), synthesizes research.md. Internal Kiln agent.
Kiln pipeline Claude-side planner. Reads architecture docs and vision, then writes a milestone-based project plan directly. Used when Codex CLI is unavailable. Internal Kiln agent.
Kiln multi-modal software creation pipeline. Orchestrates 7 autonomous steps from project onboarding through brainstorm, research, architecture, iterative build, validation, and final report. Use when the user invokes /kiln-fire.
Core protocol for Kiln pipeline agents. Preloaded into every agent via frontmatter. Signal vocabulary, blocking policy, communication rules, shutdown handling. Internal Kiln skill — not user-invocable.
Production-ready Claude Code configuration with role-based workflows (PM→Lead→Designer→Dev→QA), safety hooks, 44 commands, 19 skills, 8 agents, 43 rules, 30 hook scripts across 19 events, auto-learning pipeline, hook profiles, and multi-language coding standards
Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
Uses power tools
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Engineering discipline layer for Claude Code — 5 workflows, 69 commands, 21 rules, 29 skills, 9 agents organized in 12 packs
Development workflow automation plugin: specify → open → execute pipeline with parallel research agents, hook-based guards, and PR state management
Autonomous Development Orchestrator - Transform ideas into production-ready applications through multi-agent pipeline. Spec → Plan → Tasks → 100% Working App.
Multi-agent software evolution. Autonomously study, strategize, build, review, and evaluate code changes using specialist AI agents.
Context-Driven Development plugin that transforms Claude Code into a project management tool with structured workflow: Context → Spec & Plan → Implement
Uses Bash, Write, or Edit tools
Uses Bash, Write, or Edit tools
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