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Openclaw Context Capsule

Name: Openclaw Context Capsule
Author: parad0x-labs

作者 Parad0x Labs · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ suspicious

总下载

当前安装

版本数

在 OpenClaw 中安装

/install context-capsule

功能描述

Compresses agent session history by over 99% before sending to LLM, retaining last 10 messages verbatim and summarizing the rest into a 60-token capsule.

使用说明 (SKILL.md)

Context Capsule

Compress agent session history 99.3% before it hits the LLM. Works with Claude, GPT, Ollama, Mistral, LM Studio — any model.

What it does

Keeps last 10 messages verbatim. Compresses the rest into a 60-token capsule. Agent still answers 30/30 memory questions correctly.

Savings

	Without	With
Tokens per call	7,583	53
Cost (Claude Sonnet)	$0.023	$0.00016
Monthly (50 calls/day)	~$34	~$0.24

Install

npm i @parad0x_labs/context-capsule

Benchmark

npm run bench:public

CI fails if savings drop below 95% or recovery below 90%.

Source

github.com/Parad0x-Labs/dna-x402/tree/main/packages/context-capsule

安全使用建议

Review carefully before installing. Use it only if you trust the publisher and can verify the @parad0x_labs/context-capsule package/source yourself; avoid using it on sessions containing credentials, private customer data, or confidential business material until the dependency is published, pinned, and its data handling is documented.

能力标签

crypto

能力评估

ℹ Purpose & Capability

The artifacts consistently describe a context engine that compresses older agent messages and keeps recent messages verbatim; that capability is purpose-aligned but involves sensitive conversation history.

✓ Instruction Scope

Runtime behavior is narrow: it registers one context engine, only compresses sessions above the configured message threshold, falls back to original messages on compression failure, and does not show hidden commands, file access, credential access, or network calls in the plugin code.

⚠ Install Mechanism

package.json depends on @parad0x_labs/context-capsule, while metadata reports that package was not found on the public npm registry. The core compression logic is therefore outside the submitted artifacts and creates dependency-confusion or install-failure risk.

ℹ Credentials

Processing prior transcript content is expected for a context-compression tool, but users should treat conversation history as sensitive because prompts, tool results, and secrets may be included before compression.

✓ Persistence & Privilege

openclaw.plugin.json sets onStartup to false and enabledByDefault to false, and the code does not implement persistence, privilege escalation, destructive actions, or background workers beyond the declared context-engine mode.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install context-capsule
安装完成后，直接呼叫该 Skill 的名称或使用 /context-capsule 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

- Initial release: compresses agent session history by 99.3% before sending to LLMs. - Retains last 10 messages verbatim; earlier history is compressed into a 60-token capsule. - Maintains high memory accuracy (answers 30/30 questions correctly on benchmark). - Compatible with Claude, GPT, Ollama, Mistral, LM Studio, and more. - Significant token and cost savings per call; continuous benchmarking ensures efficiency.

元数据

Slug context-capsule

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

常见问题