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Context Sentinel

Monitors session context and automatically manages model switching based on a cascading protocol. Use as part of a heartbeat or cron job to maintain session health and optimize token usage.

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Monitors session context and automatically manages model switching based on a cascading protocol. Use as part of a heartbeat or cron job to maintain session health and optimize token usage.

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 5 sections Open source page

Context Sentinel

This skill provides a script to automate the "Cascading Model Protocol," ensuring the agent gracefully degrades from high-cost models to high-context models as the session grows.

Protocol Summary

Opus 4.6: Use until 80% context, then switch to Opus 4.5. Opus 4.5: Use until 80% context, then switch to Gemini 2.5 Pro. Gemini Pro: Use until 80% context, then trigger a handoff. This skill operationalizes the logic defined in MEMORY.md.

How to Use

This skill is designed to be run periodically, either via a cron job or as part of the main agent's HEARTBEAT.md checklist.

Workflow

Execute the script: Run the check_context.ps1 script to get the current session status and determine the required action. powershell -File scripts/check_context.ps1 Evaluate the output: The script will return one of three possible string commands: SWITCH_TO:<model_id> HANDOFF_NOW STATUS_OK Take Action: Based on the output, execute the appropriate agent command. If SWITCH_TO:<model_id>, run session_status with the new model ID: session_status model=<model_id> If HANDOFF_NOW, trigger the handoff process by writing to the handoff file. This is typically done by running a specific, pre-defined prompt or script. If STATUS_OK, no action is needed.

Example Usage in HEARTBEAT.md

You can replace the manual checks in your HEARTBEAT.md with a call to this skill's script. Old HEARTBEAT.md: ## Cascading Model Protocol (Check Every Heartbeat) 1. **Check Status:** Get current model and context %. 2. **Opus 4.6:** If model is `Opus 4.6` and context > 80% -> Switch to `Opus 4.5`. ... New HEARTBEAT.md using this skill: ## Context Sentinel (Check Every Heartbeat) 1. Run `powershell -File skills/context-sentinel/scripts/check_context.ps1`. 2. Evaluate the output and take action (`SWITCH_TO`, `HANDOFF_NOW`, or `STATUS_OK`). This makes the logic reusable and keeps the HEARTBEAT.md file clean and focused on execution.

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs
  • SKILL.md Primary doc