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simplicio-tasks

Routes legacy /simplicio-tasks invocations to the simplicio-loop autonomous orchestration protocol.

9|Updated May 8, 2026
Search Tags:#automation#github#orchestration#azure devops#agent loop#token economy#legacy alias
One-click install
npx skills add https://github.com/simpletibr/simplicio-loop-marketing --skill simplicio-tasks-simpletibr
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: simplicio-tasks
Source: https://github.com/simpletibr/simplicio-loop-marketing/tree/main/.claude/skills/simplicio-tasks
Command: npx skills add https://github.com/simpletibr/simplicio-loop-marketing --skill simplicio-tasks-simpletibr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Older installs, adapters, and saved prompts still invoke /simplicio-tasks, which would break after the command was renamed. This Skill preserves backward compatibility by treating every /simplicio-tasks <goal> call as /simplicio-loop <goal> and delegating to the authoritative orchestration protocol. ## Core Features & Use Cases - Legacy command alias: Accepts /simplicio-tasks <goal> and transparently routes it through .claude/skills/simplicio-loop/SKILL.md as the single public entry point. - Deep reference library: Ships detailed references covering 48 extension points, token economy, orchestration and autoscaling, quality/safety/delivery gates, 24/7 standing loops, and web/video evidence. - Source adapters: Documents concrete adapters for Azure DevOps Boards, agentsview session analytics, and LMCache KV-cache acceleration for local model inference. - Use Case: A saved prompt says /simplicio-tasks finish all the open issues; the Skill intercepts it and executes the unified /simplicio-loop contract so the run proceeds without breaking. ## Quick Start Invoke /simplicio-tasks with your goal, for example "/simplicio-tasks finish all the open issues", and let it route the run through the simplicio-loop protocol.

Frequently Asked Questions about simplicio-tasks

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

FAQPage Schema
How do I run /simplicio-tasks after the command was renamed?▼

Invoke /simplicio-tasks with your goal exactly as before; the Skill treats it as an alias for /simplicio-loop and loads the simplicio-loop SKILL.md as the authoritative protocol. No changes to saved prompts are required.

What is the difference between /simplicio-tasks and /simplicio-loop?▼

/simplicio-loop is now the single public command for autonomous body-of-work orchestration. /simplicio-tasks exists only as a legacy compatibility alias that immediately routes every run through the simplicio-loop contract.

Can the orchestrator pull work from Azure DevOps instead of GitHub?▼

Yes. The bundled azure-devops-adapter reference binds the source_adapter extension point to az boards, az repos, and az pipelines commands, implementing the six uniform verbs (list_ready, get_details, claim, update_status, attach_evidence, close) with dry-run support.

Does the loop support recovering stalled agent sessions?▼

Yes. The agentsview adapter reference describes querying agentsview's SQLite database or HTTP API for sessions stalled over one hour, normalizing them into work-items, and tracking cost observability across the fleet.

How does LMCache reduce cost in long orchestration loops?▼

The lmcache-adapter reference explains caching KV prefixes across loop turns for local L2/L3 models via vLLM or SGLang, cutting TTFT and GPU time on repeated system prompts. It is optional and configured through an LMCACHE_CONFIG file.

What happens if the simplicio-loop companion skill is missing?▼

The alias instructs routing through .claude/skills/simplicio-loop/SKILL.md, so without that companion skill the loop protocol cannot be executed. State-file readers are documented as fail-open, reporting UNVERIFIED rather than trapping.

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