omni-compression
SkillDev toolsConfigure RTK (command output), Caveman (prose), and stacked compression modes. Manage language packs, custom rules, and test prompt compression reducing tokens by 60–90%.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the omni-compression skill
About this capability
AI gateway with enhanced compliance for the domestic (China) market
What this skill tells your AI
The instructions your AI receives, as published by jaccen/airoute in skills/omni-compression/SKILL.md and read by ahel’s review.
Overview
Configure RTK (command output), Caveman (prose), and stacked compression modes. Manage language packs, custom rules, and test prompt compression reducing tokens by 60–90%.
Authentication
All requests require a valid Bearer token or session cookie. Obtain a token via POST /api/auth/login or configure REQUIRE_API_KEY=false for local development.
Endpoints
POST /api/compression/preview
Preview compression for a message payload
curl -X POST https://localhost:20128/api/compression/preview \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
GET /api/compression/language-packs
List Caveman compression language packs
curl https://localhost:20128/api/compression/language-packs \
-H "Authorization: Bearer $AIRoute_TOKEN"
GET /api/compression/rules
List Caveman compression rule metadata
curl https://localhost:20128/api/compression/rules \
-H "Authorization: Bearer $AIRoute_TOKEN"
Payloads
See the full OpenAPI specification at GET /api/openapi/spec or docs/openapi.yaml for detailed request/response schemas.
AIRoute — Compression
Requires AIRoute_URL and AIRoute_KEY. See entry-point SKILL for setup.
Overview
AIRoute compresses token payloads before forwarding to providers. No code changes required — set it once, it applies to all requests transparently.
| Engine | Best for | Typical savings |
|---|---|---|
| RTK | Terminal / build / test / git output | 60–90% |
| Caveman | Human prose, chat history | 46% input |
Stacked (rtk → caveman) | Mixed coding sessions | 78–95% |
| MCP accessibility filter | Browser/accessibility tool results | 60–80% |
Get current settings
curl $AIRoute_URL/api/settings/compression \
-H "Authorization: Bearer $AIRoute_KEY"
Enable RTK (best for coding agents)
curl -X PUT $AIRoute_URL/api/settings/compression \
-H "Authorization: Bearer $AIRoute_KEY" \
-H "Content-Type: application/json" \
-d '{ "mode": "rtk", "enabled": true }'
Enable stacked mode (maximum savings)
curl -X PUT $AIRoute_URL/api/settings/compression \
-H "Authorization: Bearer $AIRoute_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "stacked",
"enabled": true,
"stackedPipeline": ["rtk", "caveman"]
}'
Enable Caveman (prose / chat)
curl -X PUT $AIRoute_URL/api/settings/compression \
-H "Authorization: Bearer $AIRoute_KEY" \
-H "Content-Type: application/json" \
-d '{ "mode": "standard", "enabled": true }'
Caveman intensities: lite (safe), standard (balanced), aggressive (long sessions), ultra (context recovery).
Preview compression before enabling
curl -X POST $AIRoute_URL/api/compression/preview \
-H "Authorization: Bearer $AIRoute_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "rtk",
"text": "$ npm test\n> jest\n\nPASS src/a.test.ts (2.1s)\nPASS src/b.test.ts (1.8s)\n..."
}'
Response includes compressed, original_length, compressed_length, savings_pct.
MCP accessibility-tree filter (browser agent use)
When AIRoute is used with browser/Playwright MCP tools, it automatically compresses verbose accessibility-tree tool results. Enabled by default; configure thresholds:
curl -X PUT $AIRoute_URL/api/settings/compression \
-H "Authorization: Bearer $AIRoute_KEY" \
-H "Content-Type: application/json" \
-d '{
"mcpAccessibility": {
"enabled": true,
"collapseThreshold": 30,
"maxTextChars": 50000
}
}'
collapseThreshold: collapse sibling lines when ≥ N repeats (default 30).
maxTextChars: hard truncate after N chars with navigation hint (default 50000).
Language packs (Caveman)
Caveman supports language-aware rules for pt-BR, es, de, fr, ja:
curl -X PUT $AIRoute_URL/api/settings/compression \
-H "Authorization: Bearer $AIRoute_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "standard",
"cavemanConfig": {
"language": "pt-BR",
"autoDetectLanguage": true
}
}'
Via MCP
AIRoute_compression_status → current settings + savings analytics
AIRoute_compression_configure → update mode/threshold/language
AIRoute_set_compression_engine → switch engine at runtime
Disable compression
curl -X PUT $AIRoute_URL/api/settings/compression \
-H "Authorization: Bearer $AIRoute_KEY" \
-d '{ "enabled": false }'
Errors
400 invalid mode→ useoff,lite,standard,aggressive,ultra,rtk, orstacked400 invalid stackedPipeline→ array must contain valid engine ids (rtk,caveman)
Signals
- GitHub stars
- 32
- Forks
- 8
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
omni-compression-jaccen- Source
- github.com/jaccen/airoute