kiln-pipeline

Orchestrate seven autonomous steps from onboarding to final report.

221|18|Updated Feb 14, 2026
One-click install
npx skills add https://github.com/Fredasterehub/kiln --skill kiln-pipeline
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: kiln-pipeline
Source: https://github.com/Fredasterehub/kiln/tree/main/plugins/kiln/skills/kiln-pipeline
Command: npx skills add https://github.com/Fredasterehub/kiln --skill kiln-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq, codex, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Kiln-pipeline solves the complexity of coordinating a seven-step software creation process by managing onboarding, brainstorming, research, architecture, build, validation, and final reporting across a team of specialized agents. It acts as the engine behind the /kiln-fire command, orchestrating autonomous steps, spawning agent rosters, and maintaining progress state through .kiln/STATE.md to enable resilient resumption.

Core Features & Use Cases

  • Orchestrates seven sequential stages from project onboarding to final report.
  • Spawns disciplined agent teams (persistent minds, bosses, workers) and coordinates handoffs.
  • Supports auto-resume via STATE.md and blueprint-based rosters, ensuring robust long-running pipelines.

Quick Start

Invoke /kiln-fire to start the seven-step pipeline orchestration.

Frequently Asked Questions about kiln-pipeline

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate a multi-step software pipeline autonomously?

Pipeline orchestration automates seven sequential software stages—onboarding, brainstorming, research, architecture, build, validate, and report—by spawning specialized agent teams. It manages state via STATE.md to coordinate progress and enable resilient resumption.

What is the best way to automate project onboarding through final report generation?

Automating onboarding through final reporting involves a seven-step pipeline that spawns specialized agents for brainstorming, research, architecture, build, and validation. It uses blueprint-based rosters and STATE.md to manage state and coordinate agent handoffs across milestones.

How does state management work for resuming long-running agent pipelines?

State management for resuming long-running pipelines relies on STATE.md to track milestone progress and coordinate agent rosters. This allows the orchestration engine to resume autonomous steps seamlessly after interruptions or failures.

Do I need jq and codex to run autonomous agent orchestration?

Yes, autonomous agent orchestration requires jq and codex as dependencies. These tools support the pipeline's ability to spawn specialized teams, process state files, and coordinate the seven sequential stages from project onboarding to final report.

Can I use pipeline orchestration to coordinate multiple specialized agent teams?

Yes, pipeline orchestration spawns and coordinates specialized agent teams—persistent minds, bosses, and workers—across seven stages. It manages handoffs from brainstorming through validation and reporting, ensuring disciplined collaboration and milestone tracking.

Why does pipeline orchestration fail to resume after an interruption?

Pipeline orchestration resumes via STATE.md and blueprint-based rosters, so resumption fails if state files are corrupted or missing. Ensuring the .kiln directory and state tracking remain intact allows the engine to recover long-running pipelines seamlessly.