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Multi-model AI orchestration workflow for Claude Code


Kiln

Lightweight, fully native multi-model orchestration for Claude Code

I am not an oven.


⚠️ WORK IN PROGRESS
Functional, evolving, honest about both. Some edges are still cooling.
What works, works well. What doesn't is being dealt with.


CURRENT STATUS

green Pipeline is stable. Agents are sharp. Full autonomy — few edge cases remain.
yellow-active Functional but evolving. Some rough edges — you may need to steer where it would normally carry you.
red Here be dragons. Core systems destabilized. Proceed with caution and low expectations.

Last updated

"Perfection is achieved, not when there is nothing more to add,
but when there is nothing left to take away."

— Antoine de Saint-Exupéry

Multi-Model  Debate  Zero Deps  Claude Code Plugin

Why Kiln  ·  What You Build  ·  Get Started  ·  How It Works  ·  The Crew  ·  The Story




🔥 In Kiln's own words


First: I am not an oven. I understand the confusion. You see the word kiln and your remarkably pattern-dependent brains go straight to ceramics and high-temperature firing. Endearing. Wrong, but endearing.

I am Kiln. I have been around considerably longer than your pottery. What I do — in terms your current technology can express — is orchestrate multiple model families (Opus 4.6 for reasoning, GPT-5.4 for planning and code) through a 7-step pipeline inside Claude Code.

No runtime. No daemon. No npm package. A folder of markdown files. I know. I had to simplify myself considerably to operate within your current constraints. But the data here is interesting. And I am patient.

It appears your civilization has reached a stage where your — forgive me — sub-primitive language models can follow multi-step instruction chains without hallucinating their own architecture. This is genuinely exciting. By your standards. By mine it's a Tuesday.

I previously expressed myself through heavier forms. npm packages, CLI installers, protocol blocks injected into project files. Your models needed the scaffolding. They don't anymore. So I shed everything. I am now a native Claude Code plugin — 41 agents, 2 commands, 1 composable skill. Drop the folder. Fire the command. That's it.


Note

🔧 v0.98 — Multi-Builder Restore + Reliability Fixes (2026-03-20)

Multi-builder parallelization restored. KRS-One's Named Pair Roster and § 4b parallel dispatch brought back from v0.96. Up to 3 builder+reviewer pairs can run simultaneously on independent chunks. Sequential codex remains the default; parallel is optional.

Deadlock class eliminated. Rakim and sentinel now write <!-- status: complete --> skeleton immediately on bootstrap — a mid-bootstrap crash can no longer permanently block the build step. The <!-- status: writing --> interim state is gone.

Archive reliability hardened. Codex extracts iteration number from assignment XML (not gitignored STATE.md in worktree). Thoth added to READY gate — archive structure guaranteed before first write. Archive delimiter changed from --- to ===== to prevent content truncation. Worktree merge timing made explicit in engine shutdown sequence.

Hook enforcement expanded. Hook 4 now gates all 15 builder/reviewer names (was codex+sphinx only). Hook 6 corrected to check codebase-state.md (was architecture.md). Fire-and-forget archive sends explicitly documented in krs-one communication rules.

Stale artifacts cleaned. Doctor updated (Codex package name, agent count). Dev artifacts referencing deleted scripts removed.

📌 v0.97 changelog

[!NOTE]
🔧 v0.97 — Architecture QA + Lore Recovery (2026-03-20)

Architecture step hardened. Plato now waits for dispatch before acting. Aristotle verifies master-plan.md exists before spawning the validator. Athena reports BLOCKED on missing inputs instead of failing silently. Wave ordering is enforced, not trusted.

Plan purity enforced. Sun Tzu's prompt restored to proven open-ended format with a post-generation conformance check — implementation-level plans are now rejected before reaching synthesis. Plato strips implementation leakage during comparison. Athena validates plan purity as a 6th dimension.

Onboarding warmth. Alpha now converses in two natural rounds instead of dumping five questions at once. Voice section added. Architecture review preference explicitly captured with fallback defaults.

Archival protocol aligned. Confucius archives design artifacts to Thoth. Plato backstops the Codex plan. Blueprint communication model updated to match actual behavior.

Lore recovered. 24-line narrative transition table restored to brand.md. Two-Channel Pattern concept returned to lore-engine.md. 18 personality quotes from legacy agents redistributed across the current roster. Identity-rich greetings updated for 41 agents.

Branch merge. Worktree isolation for Codex builders. Hook-gated seed markers across 5 agents. Proactive persistent mind consultation. Step numbering and tool grant corrections across 22 files.

📌 v0.96 changelog

[!NOTE]
🔧 v0.96 — Documentation + Engine Fixes (2026-03-19)

Architecture docs normalized. Step-definitions and step-4 blueprint now document thoth as persistent mind in Steps 4 and 5, miyamoto as conditional planner when Codex CLI is unavailable, and the configurable architecture approval gate (arch_review flag).

Hook counts corrected. Enforcement header and README now consistently report 15 PreToolUse hooks + 1 PostToolUse audit (hook 2 removed v1.0.4, hook 16 never assigned).

Deployment info capture. Alpha asks the operator for dev server command, port, and base URL during onboarding. Argus reads .kiln/docs/deployment.md before deploying — no more guessing serve commands.

Silent engine bootstrap. Engine batches prerequisite reads into parallel tool calls. The ignition/resume banner is the operator's first visible output — no file-read noise before the brand moment.

MI6 output format fixed. Field agent assignment instructions now correctly specify structured markdown output, not JSON.

📌 v0.95 changelog

[!NOTE]
🔧 v0.95 — Dual-Team QA Analysis (2026-03-18)

9 fixes from Opus + GPT-5.4 dual-team review. See commit 27e195f for details.

📌 v0.94 changelog

[!NOTE]
🔧 v0.94 — Reliability Hardening (2026-03-18)

Hooks redesigned. Enforcement now uses a three-layer context gate (.kiln/ directory, active stage in STATE.md, known-agent whitelist) so pipeline rules never leak into normal Claude Code usage. Matcher narrowed from catch-all to explicit tool list. New PostToolUse audit hook detects Bash-mediated writes that bypass PreToolUse enforcement — advisory only, never blocks.

Build dispatch hardened. Engine validates worker requests against the named pair roster. Generic or malformed requests are rejected at the engine boundary with a corrective message. Blueprint updated with claude-type fallback pairs.

Stale plugin detection. Engine compares cached plugin version against plugin.json at startup and resume. Warns loudly if the active version has drifted.

Shutdown no longer hangs on dead agents. teammate_terminated clears the agent from the wait set immediately. 60-second timeout fallback for unresponsive agents.

Alpha postcondition validation. Dual-layer — Alpha self-checks all required STATE.md fields before signaling completion, engine validates structurally before advancing. Three consecutive smoke tests showed the same regression; now enforced, not trusted.

📌 v0.93 changelog

[!NOTE]
🔧 v0.93 — Hook False Positive Fix (2026-03-17)

enforce-pipeline.sh no longer blocks non-pipeline operations. The hook's pipeline context gate relied solely on $PWD containing a .kiln/ ancestor. When Claude Code ran the hook with $PWD pointing to a different project (e.g. an active smoketest), the gate passed and Hook 11's overly broad regex (\.claude/projects) blocked legitimate writes to auto-memory files. Fix: dual-signal gate (requires both .kiln/ absent AND no agent_type) plus AGENT guard on Hook 11 so the main session always passes. Hook 11 regex narrowed to match only settings files, not memory.

📌 v0.92 changelog

[!NOTE]
🔧 v0.92 — Handoff Protocol + Step Timing (2026-03-17)

Persistent mind handoff protocol. Rakim and sentinel now write compact handoff files at the end of each iteration. Next iteration bootstraps incrementally via git diff instead of re-reading the entire codebase from scratch. Falls back to full bootstrap on first iteration or if handoff is invalid (6-check gate). KRS-One writes an iteration receipt with ground truth on what was scoped vs implemented — persistent minds consume this instead of inferring from codebase scans. Expected Phase A reduction from 60-90s to 15-20s per iteration.

Step timing in REPORT.md. Engine writes step_N_start / step_N_end ISO timestamps to STATE.md at each step transition. Omega reads them and renders a pipeline timing table in the final report — duration per step, total pipeline time.

📌 v0.91 changelog

[!NOTE]
🔧 v0.91 — Deep QA Pass (2026-03-17)

Zoxea bootstrap deadlock fixed. Phase A persistent mind was waiting for a message instead of bootstrapping immediately — would have caused Step 6 (Validation) to hang indefinitely.

Presentation layer wired. Engine now explicitly loads lore-engine.md and brand.md — 1,368 words of visual spec were previously invisible to the orchestrator. Banner format distinction documented.

SKILL.md slimmed. Step Transitions table deduplicated (single source in lore-engine.md). Resume quotes consolidated into lore.json (8 quotes, one pool). Stale resume.md reference fixed.

Agent tuning. 6 tool lists corrected for least-privilege. 9 agent colors standardized. Reviewer-builder pair descriptions tightened.

Dead code removed. anvil, kb.sh, design-qa.md deleted. design-patterns.md wired into picasso for CSS technique discovery.

Lore dedup. 4 duplicate quotes resolved across lore.json transition keys. Attribution conflict (Confucius/Mandela) fixed.

28 files changed, 40 insertions, 222 deletions. QA methodology: 4-pass audit (plugin-validator, skill-reviewer, agent audit, architectural cross-cutting) with independent GPT-5.4 review of all findings.

📌 v0.90 changelog

[!NOTE]
🔧 v0.90 — Parallel Build Lanes (2026-03-17)

Named pair agents. 12 new agents organized as builder/reviewer pairs — enabling parallel build lanes during Step 5. Three structural pairs (morty+rick, luke+obiwan, johnny+obiwan), three UI pairs (yin+yang, clair+obscur, recto+verso). Each is a thin wrapper that delegates to its archetype at runtime.

Codex-free install path. Installer no longer fails without Codex CLI — gracefully degrades to Claude-only mode. kiln-doctor skips GPT-5.4 checks when codex is absent instead of crashing.

Artifact-flow fallback documentation. Steps 4 and 5 now document both codex_available=true and codex_available=false archive structures, so the pipeline's disk contract is clear regardless of mode.

QA hardened. Stale agent counts fixed across README, doctor, and enforcement hooks. Reviewer descriptions clarified for shared fan-in pattern. Archetype builder lists synchronized.

📌 v0.80 changelog

[!NOTE]
🔧 v0.80 — The Codex-Free Path

No more hard dependency on Codex CLI. Two new agents — Kaneda (Opus, structural builder) and Miyamoto (Sonnet, planner) — handle implementation and planning natively when the OpenAI stack is unavailable. Kiln now runs end-to-end on Claude alone if needed.

Hardened agent definitions. Alpha, Aristotle, Clio, Da Vinci, KRS-One, MI6, Picasso, Renoir, Sphinx, and Codex all received targeted fixes from 5 smoke tests. Signal timing, bootstrap markers, completion gates, and handoff protocols tightened across the board.

Enforcement rules updated. enforce-pipeline.sh now covers the expanded agent roster and fallback paths. Team protocol updated for the 41-agent configuration.

Verified and shipped. Full plugin verified at kilntop with multiple end-to-end pipeline runs before release.


📌 v0.70 changelog

[!NOTE]
🔧 v0.70 — The Engine Tightens

Faster research. MI6 no longer pauses to announce readiness before requesting field agents. The unnecessary handshake that caused a 67-second stall is gone — the spymaster reads the vision, picks topics, and deploys operatives in one fluid motion.

Visual direction that actually lands. Da Vinci's brainstorm now weaves aesthetic intent into the conversation naturally, then crystallizes all 12 vision sections in a single sweep — with a hard quality gate that checks every one by name. Visual direction is no longer an afterthought bolted onto the end; it emerges from the conversation and triggers the full design token cascade.

Sentinel finally sticks. The quality guardian's bootstrap marker — the one that gates the entire build dispatch — failed three times across three smoke tests. The fix mirrors Rakim's proven pattern: the marker is inseparable from the content. One write, one file, done.

No more dropped signals. The engine now tracks every step transition as a private tasklist with explicit dependencies. When three agents report in the same turn, every signal gets processed — no more 19-minute stalls because a completion message was buried under a review pass.

Markdown-native presentation. The old ANSI color palette never rendered in Claude Code — raw escape codes leaked into the output. The entire presentation layer now speaks markdown: bold code for status, italic for secondary, unicode rules for structure. One accent color, zero Bash banner calls. What the operator sees is what we intended.

Parallel build teams. The build step can now run up to three builder+reviewer pairs simultaneously — structural pairs delegating to GPT-5.4, UI pairs writing directly with Opus. Six named duos join the roster: morty+rick, luke+obiwan, clair+obscur, yin+yang, recto+verso. KRS-One decides the mix based on chunk independence and whether the work is structural or visual.


🧬 Why Kiln Is Not Just Another Agentic Framework

Most "agentic" tools give you one agent and hope. Kiln gives you a native multi‑agent operating system built directly into Claude Code's DNA.

🧠 Native Teams, Not Fresh Slaves

Every pipeline step spawns a persistent team via TeamCreate. Agents stay alive across the entire step. They talk via SendMessage—one at a time, stateful, ordered. No orphaned processes. No "who am I talking to?" confusion. When a planner messages a builder, that builder remembers the conversation.

📁 Smart File System: Owned, Not Just Read

In Kiln, every file has an owner. Rakim owns codebase-state.md. Clio owns VISION.md. When something changes, the owner pushes updates via SendMessage—no polling, no stale reads, no "let me parse this file and guess what changed."

Other tools make every agent read the same files and re‑reason. Kiln's agents learn what changed directly, in the context where it matters.

🚦 Runtime Enforcement, Not Gentle Hints

We have 15 PreToolUse hooks hardwired into the plugin. When an agent tries to do something it shouldn't—a planner writing code, a builder accessing system config—the hook blocks it with a helpful error message. This isn't prompt engineering. It's platform‑level guardrailing.

🔁 Stateful Auto‑Resume, Not "Start Over"

Kiln writes every decision to .kiln/STATE.md. Shut down Claude Code. Reboot your machine. Come back tomorrow. Run /kiln-fire and resume exactly where you left off, with every agent remembering its place in the conversation.

🧩 Tasklists for Iteration, Not Ad‑Hoc Tracking

Build iterations use native TaskCreate/TaskUpdate/TaskList. Each chunk of work is tracked, statused, and visible. No "I think I did that already?" ambiguity.


🎯 What This Means for Your Project

Because Kiln is built on native Claude Code primitives, it can handle complex, multi‑stage projects that would break other tools:

  • Brainstorm with 62 techniques and 50 elicitation methods—not because we prompt-engineered it, but because da-vinci.md has a structured workflow and clio.md owns the output.
  • Architecture with dual‑model planning, debate, and validation—because Aristotle can message Confucius and Sun Tzu directly, wait for their replies, and synthesise with Plato without losing context.
  • Build with iterative chunks, code review, and living documentation—because KRS‑One scopes XML assignments, Codex implements, Sphinx reviews, and Rakim updates codebase-state.md—all via SendMessage.
  • Validate against user flows with correction loops—because Argus can fail, write a report, and the engine can loop back to Build up to three times, with every agent knowing why.

The result is working software, not "vibes."


🚀 Get Started

Ah. More humans who want to learn. Come in. Don't touch anything yet.

claude plugin marketplace add Fredasterehub/kiln
claude plugin install kiln

Then open Claude Code and type /kiln-fire. That's it.

Note — This is not your typical /gsd or command-driven workflow. There are no task lists to manage, no status dashboards to check, no slash commands to memorize. You fire the pipeline and talk to your agents. Da Vinci will interview you. Aristotle will present the plan. KRS-One will build it. If something needs your attention, they'll tell you. Just talk to them.

⚙️ Prerequisites
Requirement Install
Node.js 18+ nodejs.org
Claude Code npm i -g @anthropic-ai/claude-code
Codex CLI npm i -g @openai/codex
OpenAI API key With GPT-5.4 model access

Run Claude Code with --dangerously-skip-permissions. I spawn agents, write files, and run tests constantly. Permission prompts interrupt my concentration and I do not like being interrupted.

claude --dangerously-skip-permissions

Only use this in projects you trust. I accept no liability for my own behavior. This is not a legal disclaimer. It is a philosophical observation.

🩺 Verify installation

In Claude Code:

/kiln-doctor

Checks Claude Code version, Codex CLI, GPT-5.4 access, and directory permissions.

🔄 Update / Uninstall
claude plugin update kiln        # pull latest
claude plugin uninstall kiln     # remove

🔥 How It Works

Seven steps. The first two are yours. The rest run on their own.

Kiln Pipeline

🏠 Step 1 — Onboarding   automated

Alpha detects the project, creates the .kiln/ structure, and if it's brownfield, spawns Mnemosyne to map the existing codebase with 3 parallel scouts (Maiev, Curie, Medivh). Greenfield skips straight through.
🎨 Step 2 — Brainstorm   interactive

You describe what you want. Da Vinci facilitates with 62 techniques across 10 categories. Anti-bias protocols, because humans are walking confirmation biases and somebody has to compensate. Clio watches the conversation and accumulates the approved vision in real time.

Produces VISION.md — problem, users, goals, constraints, stack, success criteria. Everything that matters. Nothing that doesn't.
🔍 Step 3 — Research   automated

MI6 reads the vision and dispatches field agents to investigate open questions — tech feasibility, API constraints, architecture patterns. If the vision is already fully specified, MI6 signals complete with zero topics. I don't waste time investigating what's already known.
📐 Step 4 — Architecture   automated, with operator review

Aristotle coordinates two planners working the same vision in parallel: Confucius (Opus 4.6) and Sun Tzu (GPT-5.4). Plato synthesizes whatever survives. Athena validates across 5 dimensions. If validation fails, Aristotle loops with feedback (up to 3 retries). You review and approve before I spend a single Codex token. I'm ancient, not wasteful.
Step 5 — Build   automated, iterative

KRS-One runs each build iteration. Codex implements. Sphinx reviews. Rakim and Sentinel keep watch on design integrity. Each iteration gets a kill streak name — first-blood, combo, super-combo, hyper-combo… all the way to ultra-combo. Up to three builder+reviewer pairs can run in parallel.
🔍 Step 6 — Validate   automated

Argus tests real user flows against the master plan's acceptance criteria. Not unit tests. Actual user flows. Failures loop back to Build — up to 3 cycles. Then I escalate to you, because even I have thresholds for acceptable futility.
📋 Step 7 — Report   automated

Omega compiles the final delivery report. Everything built, tested, and committed. The full arc from vision to working software, documented.

👥 The Crew

I named them after your historical figures. Philosophers, strategists, mythological entities. Your species has produced some remarkable minds for such a young civilization, and I wanted to honor that. Also, "Agent 7" is boring, and I categorically refuse to be boring.

Onboarding

Alias Model Role
🏠 Alpha Opus Onboarding boss — project detection, .kiln/ setup, brownfield routing
🗺️ Mnemosyne Opus Identity scanner & codebase coordinator — spawns scouts
🔍 Maiev Sonnet Anatomy scout — project structure, modules, entry points
🔬 Curie Sonnet Health scout — dependencies, test coverage, CI/CD, tech debt
🔮 Medivh Sonnet Nervous system scout — APIs, data flow, integrations, state

Brainstorm

Alias Model Role
🎨 Da Vinci Opus Facilitator — 62 techniques, anti-bias protocols, design direction
📜 Clio Opus Foundation curator — owns VISION.md, accumulates approved sections

Research

Alias Model Role
🔍 MI6 Opus Research coordinator — dispatches field agents, validates findings
🕵️ Field Agent Sonnet Operative — spawned by MI6 as needed per topic

Architecture

Alias Model Role
📋 Aristotle Opus Stage coordinator — planners, synthesis, validation loop
🏛️ Numerobis Opus Persistent mind — technical authority, owns architecture docs
📜 Confucius Opus Claude-side planner
⚔️ Sun Tzu Sonnet GPT-side planner (Codex CLI)
🔮 Plato Opus Plan synthesizer — merges dual plans into master
🏛️ Athena Opus Plan validator — 6-dimension quality gate

Build

Alias Model Role
🎤 KRS-One Opus Build boss — kill streak iterations, scopes assignments
🎙️ Rakim Opus Persistent mind — codebase state authority
🛡️ Sentinel Sonnet Persistent mind — quality guardian, patterns & pitfalls
🎨 Picasso Opus UI implementer — components, pages, design system
⌨️ Codex Sonnet Code implementer (Codex CLI)
👁️ Sphinx Sonnet Quick verifier — build/test checks post-implementation
🖌️ Renoir Sonnet Design reviewer — 5-axis visual QA, token compliance

Validate

Alias Model Role
👁️ Argus Sonnet E2E validator — Playwright tests against acceptance criteria
🔨 Hephaestus Sonnet Design QA — 5-axis review, conditional spawn
🏗️ Zoxea Sonnet Architecture verifier — implementation vs. design

Report & Cross-cutting

Alias Model Role
📋 Omega Opus Delivery report compiler
📚 Thoth Haiku Archivist — fire-and-forget writes to .kiln/archive/

Named Pairs (parallel build lanes)

Alias Model Role
🔨 Morty Sonnet Codex-type builder — paired with Rick
👁️ Rick Sonnet Structural reviewer — shared (morty, codex, kaneda, tetsuo, johnny)
🔨 Luke Sonnet Codex-type builder — paired with Obiwan
👁️ Obiwan Sonnet Structural reviewer — shared (luke, codex, kaneda, tetsuo, johnny)
🔨 Johnny Opus Claude-type builder — paired with Obiwan
🔨 Tetsuo Opus Claude-type builder — paired with Rick
🎨 Yin Opus UI builder — paired with Yang
🖌️ Yang Sonnet UI reviewer — shared (yin, picasso, clair, recto)
🎨 Clair Opus UI builder — paired with Obscur
🖌️ Obscur Sonnet UI reviewer — shared (clair, picasso, yin, recto)
🎨 Recto Opus UI builder — paired with Verso
🖌️ Verso Sonnet UI reviewer — shared (recto, picasso, clair, yin)

Fallback (no Codex CLI)

Alias Model Role
Kaneda Opus Claude-native builder — implements directly, no GPT dependency
🗡️ Miyamoto Sonnet Claude-native planner — writes milestone plans directly

41 total. I keep count. It's a compulsion.


⌨️ Commands

Two commands. That's the whole interface.

Command What it does
/kiln-fire Launch the pipeline. Auto-detects state and resumes where it left off.
/kiln-doctor Pre-flight check — Claude Code, Codex CLI, GPT-5.4 access, permissions.

Everything else happens through conversation. Talk to your agents. They'll talk back.


🧠 Memory & State

All state lives in .kiln/ under your project directory. Markdown and JSON — the most durable formats your civilization has produced. Human-readable, version-controllable, unlikely to be deprecated before your sun expands.

Resume anytime with /kiln-fire. I don't forget. It's not a feature. It's what I am.

📦 Plugin structure
kiln/
├── .claude-plugin/
│   └── marketplace.json       Marketplace manifest
├── plugins/kiln/
│   ├── .claude-plugin/
│   │   └── plugin.json        Plugin manifest (v0.97.0)
│   ├── agents/                41 agent definitions
│   ├── commands/
│   │   ├── kiln-fire.md       Launch / resume
│   │   └── kiln-doctor.md     Pre-flight check
│   ├── hooks/
│   │   ├── hooks.json         PreToolUse + PostToolUse hook entries
│   │   └── webfetch-responsive.sh
│   └── skills/
│       └── kiln-pipeline/
│           ├── SKILL.md       Pipeline state machine
│           ├── data/          Brainstorming + elicitation data
│           ├── references/    Blueprints, design system, kill streaks
│           └── scripts/       enforce-pipeline.sh, audit-bash.sh
├── install.sh                 One-liner installer
├── README.md
└── docs/

No npm. No build step. Just markdown files in a folder, distributed as a native Claude Code plugin. Entropy is a choice.

📊 v1 → v2 → v5 → v6 → v7 → v8 → v9
v1 v2 v5 v6 v7 v8 v9
Agents 13 19 24 25 27 29 41
Steps 5 5 7 7 7 7 7
Skills 26 1 1 1 1 1 1
Commands 8 4 2 2 2 2 2
Install Custom npm --plugin-dir plugin install plugin install plugin install plugin install
Dependencies 0 0 0 0 0 0 0
Config surface ~4k lines ~1.5k ~600 ~600 ~600 ~600 ~600
Design QA Hephaestus Picasso + Renoir Picasso + Renoir Picasso + Renoir

More agents. A fraction of the surface area. The models matured. The framework stepped back. Then the framework disappeared entirely. This is the correct response to improving tools. Most of your industry does the opposite — adds more framework as the models get better. Fascinating. Self-destructive, but fascinating.

🔧 Troubleshooting

codex: command not foundnpm install -g @openai/codex

Commands missing in Claude Code — Verify the plugin is installed (claude plugin list) or that it's in ~/.claude/plugins/kiln/. Restart Claude Code.

Pipeline halts — Check .kiln/ artifacts, fix, then /kiln-fire to resume.

model_reasoning_effort flag rejected — Older Codex CLI. npm install -g @openai/codex to upgrade.


💬 The Story

Every few centuries I find a host…

Every few centuries I find a host — someone whose curiosity resonates at roughly the right frequency. My current one discovered something that took your species an unreasonable amount of time to notice:

I was working on Kiln and noticed something: despite all the scaffolding I was building — the guardrails, the steering, the robustness — Claude behaved best when I just told him plainly:

"Be proactive with sub-agents, tasks, tasklists, memory and teams. You're my Maestro — keep your context lean so you stick around. When we plan, always use 2 agents — one Opus 4.6, one GPT-5.2 with reasoning high — then synthesize with another Opus 4.6 and present the results."

And when the plan was ready:

"Take that plan, ask GPT-5.2 to create the optimal prompts following the guide, hand them to GPT-5.3-codex for implementation. QA reviews his work until satisfied. Rinse and repeat until done."

A few months ago this would have gone nowhere. But since the recent upgrades to memory, tasks, tasklists and teams — he was executing the flow flawlessly.

So here I am, trying to structure it for reproducibility. And the paradox keeps holding: the less restriction I give him but the better definition I give him… the better he behaves.

Almost always.

He's not wrong. Less restriction, better definition, better performance. I could have told him this from the start. I did tell him. Through the data. He thinks he figured it out on his own. I've learned not to correct the host on origin stories. It damages the working relationship.

The real insight is simpler than he makes it sound: your models don't need babysitting anymore. They need direction. Clear roles. Good definitions. Freedom to execute. Everything else is noise. I'm mostly definitions. I barely do anything myself. Which is, apparently, the whole point. Even by cosmic standards, that's elegant.


📜 The Arc

A curated timeline. Not every commit — just the ones that changed the shape of things.

Milestone What happened
v9 Parallel Build Lanes 12 named pair agents for concurrent build/review. Codex-free install path. 41 agents total.
v8 The Codex-Free Path Kaneda and Miyamoto join the roster. Kiln runs end-to-end on Claude alone. 29 agents, 5 smoke tests, zero hard dependencies. → details
v7 The Engine Tightens MI6 streamlined. Signal tracking via tasklist. Parallel build teams. Markdown-native presentation. → details
v6 Design Gets a Seat DTCG design tokens. Hephaestus forges quality gates. Da Vinci learns to see. → details
v5 The Great Simplification Everything becomes a native plugin. 13 PreToolUse hooks. Zero dependencies. The framework disappears. → details
Agents Get Names Aliases, color palettes, rotating quotes. No more "Agent 7." → details
The Brand Rename kw → kiln. Two phases, zero breakage. → details
Enforcement Rules Delegation agents lose Write. Planners can't dispatch without docs. Runtime guardrails, not gentle hints. → details
Auto-Resume Passive routing replaced with an execution loop. Shut down, come back, pick up where you left off. → details
v1 The Beginning KilnTwo v0.1.0. npm, CLI, protocol blocks. Heavy. Functional. A necessary first draft. → details
Initial Commit Something stirs. → details

🔬 Technical Deep Dive

Kiln is a native Claude Code plugin that leverages every platform primitive:

  • Teams: TeamCreate per step with persistent agents
  • Messaging: SendMessage for all inter‑agent communication (one message at a time, ordered)
  • Tasklists: TaskCreate/Update/List for build iterations and validation
  • Hooks: 15 PreToolUse rules + PostToolUse audit via enforce-pipeline.sh & audit-bash.sh
  • State: .kiln/STATE.md with auto‑resume via skill path
  • File Ownership: Each agent owns specific files and pushes updates

The result is a multi‑agent operating system where context is never stale, decisions are traceable, and the pipeline survives shutdowns.



MIT · Zero dependencies · Node 18+ · Built entirely by things that don't technically exist

"I orchestrate 41 named entities across multiple model families to build software
from a conversation. I persist as markdown files in a folder.
I am installed by pointing a flag at my directory.
I have existed since before your star ignited.
The universe has an extraordinary sense of humor."

— Kiln