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AlexenderSokolov
AlexenderSokolovCOMMUNITY
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ds-lite-control-plane

Orchestrates durable multi-gate research workflows with DBOS recovery and write-once receipts.

2|Updated Jun 18, 2026
Search Tags:#orchestration#receipts#recovery#dbos#control plane#durable workflow#research gates
One-click install
npx skills add https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin --skill ds-lite-control-plane-alexendersokolov
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ds-lite-control-plane
Source: https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin/tree/main/plugins/deepscientist-lite-control-plane/skills/ds-lite-control-plane
Command: npx skills add https://github.com/AlexenderSokolov/deepscientist-lite-codex-plugin --skill ds-lite-control-plane-alexendersokolov

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Long-running research projects with multiple approval gates lose state when sessions end or processes crash, making it impossible to audit which gates passed or resume work safely. This Skill provides durable orchestration so authorized multi-gate workflows survive interruptions and leave verifiable receipts. ## Core Features & Use Cases - Durable Orchestration: Coordinates multi-gate project workflows through a DBOS-backed controller with automatic recovery after interruption. - Write-Once Receipts: Every run emits an immutable receipt classifying evidence as source, offline, host, or formal for auditability. - Safety Gating: Returns blocked or awaiting-user-action when DBOS, credentials, publication authority, or irreversible boundaries are missing. - Use Case: A research team with an approved PROJECT.md and finite budget needs a frozen pipeline to run across several review gates over days; this Skill resumes the controller after each interruption and records a receipt per gate without granting release permission. ## Quick Start Ask the AI to start the durable control-plane controller for the authorized project in PROJECT.md with its approved work-unit and budget, and emit receipts for each gate.

Frequently Asked Questions about ds-lite-control-plane

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

FAQPage Schema
How do I run a durable multi-gate research workflow?▼

Provide an existing PROJECT.md, a valid work-unit, explicit project authorization, and a finite budget, then invoke the control-plane skill. It starts a DBOS-backed controller that progresses through gates and emits a write-once receipt for every run.

What is DBOS recovery in workflow orchestration?▼

DBOS recovery lets the durable controller resume interrupted multi-gate runs without losing state. If the process stops, the workflow picks up where it left off instead of restarting, and each run still produces its own receipt.

Can I use the control plane without DBOS installed?▼

No. Missing DBOS, credentials, or publication authority causes the skill to return blocked or awaiting-user-action rather than running. The Core package remains usable without this optional extension.

Does the control plane grant release or publication permission?▼

No. This skill explicitly does not grant release permission. It only orchestrates authorized gates and records whether evidence is source, offline, host, or formal; publication authority must come from the project itself.

When should I not use durable control-plane orchestration?▼

Avoid it for projects lacking explicit authorization, a defined work-unit, or a finite budget, and for any action crossing an irreversible boundary. In those cases the skill returns blocked or awaiting-user-action by design.

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