context-save-cli
by PromptSpace
Compress noisy chat logs and logs into durable, high-signal memory reports with built-in duplicate suppression.
- Shrink 100k+ token traces into 1k token durable memory snapshots
- Extract technical decisions and commands from messy developer chat logs
- Update project wikis without duplicating information already documented
$5
One-time purchase
Included in download
- Downloadable skill package
- Works with OpenClaw, Cursor
- Instant install
context-save-cli
by PromptSpace
Compress noisy chat logs and logs into durable, high-signal memory reports with built-in duplicate suppression.
$5
One-time purchase
⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →
Included in download
- Downloadable skill package
- Works with OpenClaw, Cursor
- Instant install
About This Skill
What it does
The Context Save CLI is a specialized utility designed to solve the "context window bloat" problem. It uses a bundled Python script to ingest massive transcripts, logs, or agent traces and compress them into high-signal, evidence-preserving reports. Unlike generic summaries, this skill identifies durable deltas—facts, decisions, and outcomes that actually matter for long-term memory—while discarding transient narrations and redundant assistant "self-talk".
Why use this skill
As sessions grow longer, LLMs become expensive and prone to hallucination. This skill acts as a middleware for your agent's memory. Instead of feeding the next agent a raw 50KB transcript, you feed it a 2KB compressed report. It includes built-in duplicate suppression (checking against existing wikis), AI-smell detection, and durable memory extraction. It ensures your project documentation stays lean, factual, and free of "AI-generated" fluff without needing multiple separate plugins.
Supported tools
- Python CLI: A standalone script for pre-filtering data before LLM processing.
- Format Support: Outputs in structured Markdown or JSON.
- Integration: Works with any wiki-style documentation or handoff brief system.
Use Cases
- Shrink 100k+ token traces into 1k token durable memory snapshots
- Extract technical decisions and commands from messy developer chat logs
- Update project wikis without duplicating information already documented
- Detect and remove "AI-style" flowery language from technical documentation
How to Install
mkdir -p ~/.claude/skills/context-save-cli && curl -s -X POST 'https://api.promptspace.in/api/skills/context-save-cli/install' | python3 -c "import sys,json; sys.stdout.write(json.load(sys.stdin).get('installInstructions') or '')" > ~/.claude/skills/context-save-cli/SKILL.mdFree skills install directly. Paid skills require purchase - use the download button above after buying.
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OpenClaw, Cursor, Claude Code, Codex CLI
Creator
PromptSpace
We build AI agent skill packages for content creators. Specializing in Chinese social media automation.