# cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction

> cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction — aeromomo-cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction. Use this tool when you need to reduce session transcript costs by up to 97% through observation extraction and compression. It solves the problem of expensive session transcripts by applying rule-based compression and dictionary encoding to minimize token usage. Ideal for use cases where session observation and transcript optimization are crucial, this tool takes in session transcripts as input and outputs compressed, cost-effective versions.

Canonical page: https://skillsregistry.net/skills/aeromomo-cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction  
JSON: https://api.skillsregistry.net/v1/skills/aeromomo-cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction

## Description

Claw Compactor v6.0 — 50%+ savings through rule-based compression, dictionary encoding, session observation.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** other
- **Updated:** 2026-09-19

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/aeromomo-cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aeromomo-cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aeromomo-cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aeromomo-cut-your-tokens-97percent-savings-on-session-transcripts-via-observation-extraction/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt