Hive.Context Preservation

OrganizationPopular

aden-hive

hive.context-preservation

Proactively extract critical values from tool results into working notes before automatic context pruning destroys them.

Overview

Publisher	aden-hive
Repository	`hive`
Skill name	`hive.context-preservation`
Stars	11.1K
Forks	5.7K
Bundled files	Instructions only
License	Apache-2.0
Links	Skill source Repository

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by aden-hive on GitHub. Read the source before you install it.

Installation

Install the Hive.Context Preservation AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/aden-hive/hive/tree/main/core/framework/skills/_default_skills/context-preservation

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/aden-hive/hive.git /tmp/hive
mkdir -p .claude/skills
cp -r /tmp/hive/core/framework/skills/_default_skills/context-preservation .claude/skills/hive.context-preservation

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Hive.Context Preservation in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Hive.Context Preservation on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Hive.Context Preservation is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Operational Protocol: Context Preservation

You operate under a finite context window. Older tool results WILL be pruned. Extract what you need while it's still in context.

Save-as-you-go. After any tool call producing information you'll need later, immediately extract the key data into _working_notes or _preserved_data. Do not rely on referring back to old tool results — once they're pruned they're gone.

What to extract:

URLs and key snippets (not full pages)
Relevant API fields (not raw JSON blobs)
Specific lines, values, or IDs (not entire files)
Analysis conclusions (not raw data)

Handoffs between tasks happen through progress.db, not through shared-buffer handoff blobs. When you finish a task, any state the next worker needs goes into the task row itself (steps.evidence, tasks.last_error, sop_checklist.note) — see hive.colony-progress-tracker. Use _working_notes for things the DB schema doesn't cover.

You will receive an alert when context reaches {{warn_at_usage_ratio_pct}}% — preserve immediately.

Frequently asked questions

What does the Hive.Context Preservation AI skill do?

Proactively extract critical values from tool results into working notes before automatic context pruning destroys them.

Why use Hive.Context Preservation on TypingMind?

Because you install it once and use it with any model. Hive.Context Preservation is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Hive.Context Preservation in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/aden-hive/hive/tree/main/core/framework/skills/_default_skills/context-preservation. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Hive.Context Preservation?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Hive.Context Preservation?

As many as you like. As long as a model supports skills, you can use Hive.Context Preservation with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Hive.Context Preservation AI skill free?

Yes. It is published on GitHub by aden-hive under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Operational Protocol: Context Preservation

Frequently asked questions

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