/omni-compression
Configure RTK (command output), Caveman (prose), and stacked compression modes. Manage language packs, custom rules, and test prompt compression reducing tokens by 60–90%.
$ npx -y skills add diegosouzapw/OmniRoute --skill omni-compression --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/omni-compression
Context preview
The summary Claude sees to decide when to auto-load this skill.
Configure RTK (command output), Caveman (prose), and stacked compression modes. Manage language packs, custom rules, and test prompt compression reducing tokens by 60–90%.
SKILL.md
omni-compression.SKILL.mdname: omni-compression
description: Configure RTK (command output), Caveman (prose), and stacked compression modes. Manage language packs, custom rules, and test prompt compression reducing tokens by 60–90%.
<!-- generated by src/lib/agentSkills/generator.ts; manual edits will be overwritten -->
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 $OMNIROUTE_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 $OMNIROUTE_TOKEN"
GET /api/compression/rules
List Caveman compression rule metadata
curl https://localhost:20128/api/compression/rules \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
Payloads
See the full OpenAPI specification at `GET /api/openapi/spec` or `docs/openapi.yaml` for detailed request/response schemas.
<!-- skill:custom-start --> <!-- Migrated from skills/omniroute-compression/SKILL.md (preserved curated content) -->
OmniRoute — Compression
Requires `OMNIROUTE_URL` and `OMNIROUTE_KEY`. See [entry-point SKILL](https://raw.githubusercontent.com/diegosouzapw/OmniRoute/main/skills/omniroute/SKILL.md) for setup.
Overview
OmniRoute 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 $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY"
Enable RTK (best for coding agents)
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{ "mode": "rtk", "enabled": true }'Enable stacked mode (maximum savings)
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "stacked",
"enabled": true,
"stackedPipeline": ["rtk", "caveman"]
}'Enable Caveman (prose / chat)
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_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 $OMNIROUTE_URL/api/compression/preview \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "rtk",
"text": "$ 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 OmniRoute is used with browser/Playwright MCP tools, it automatically compresses verbose accessibility-tree tool results. Enabled by default; configure thresholds:
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_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 $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "standard",
"cavemanConfig": {
"language": "pt-BR",
"autoDetectLanguage": true
}
}'Via MCP
omniroute_compression_status → current settings + savings analytics
omniroute_compression_configure → update mode/threshold/language
omniroute_set_compression_engine → switch engine at runtime
Disable compression
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-d '{ "enabled": false }'Errors
- `400 invalid mode` → use `off`, `lite`, `standard`, `aggressive`, `ultra`, `rtk`, or `stacked`
- `400 invalid stackedPipeline` → array must contain valid engine ids (`rtk`, `caveman`)
<!-- skill:custom-end -->
Read more
name: omni-compression description: Configure RTK (command output), Caveman (prose), and stacked compression modes. Manage language packs, custom rules, and test prompt compression reducing tokens by 60–90%.
<!-- generated by src/lib/agentSkills/generator.ts; manual edits will be overwritten -->
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 $OMNIROUTE_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 $OMNIROUTE_TOKEN"
GET /api/compression/rules
List Caveman compression rule metadata
curl https://localhost:20128/api/compression/rules \ -H "Authorization: Bearer $OMNIROUTE_TOKEN"
Payloads
See the full OpenAPI specification at `GET /api/openapi/spec` or `docs/openapi.yaml` for detailed request/response schemas.
<!-- skill:custom-start --> <!-- Migrated from skills/omniroute-compression/SKILL.md (preserved curated content) -->
OmniRoute — Compression
Requires `OMNIROUTE_URL` and `OMNIROUTE_KEY`. See [entry-point SKILL](https://raw.githubusercontent.com/diegosouzapw/OmniRoute/main/skills/omniroute/SKILL.md) for setup.
Overview
OmniRoute 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 $OMNIROUTE_URL/api/settings/compression \ -H "Authorization: Bearer $OMNIROUTE_KEY"
Enable RTK (best for coding agents)
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{ "mode": "rtk", "enabled": true }'Enable stacked mode (maximum savings)
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "stacked",
"enabled": true,
"stackedPipeline": ["rtk", "caveman"]
}'Enable Caveman (prose / chat)
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_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 $OMNIROUTE_URL/api/compression/preview \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "rtk",
"text": "$ 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 OmniRoute is used with browser/Playwright MCP tools, it automatically compresses verbose accessibility-tree tool results. Enabled by default; configure thresholds:
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_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 $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"mode": "standard",
"cavemanConfig": {
"language": "pt-BR",
"autoDetectLanguage": true
}
}'Via MCP
omniroute_compression_status → current settings + savings analytics omniroute_compression_configure → update mode/threshold/language omniroute_set_compression_engine → switch engine at runtime
Disable compression
curl -X PUT $OMNIROUTE_URL/api/settings/compression \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-d '{ "enabled": false }'Errors
- `400 invalid mode` → use `off`, `lite`, `standard`, `aggressive`, `ultra`, `rtk`, or `stacked`
- `400 invalid stackedPipeline` → array must contain valid engine ids (`rtk`, `caveman`)
<!-- skill:custom-end -->
Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 500+ contributors
Repo: diegosouzapw/OmniRoute
Other skills on omniroute.
- /cli-a2a
Interact with the OmniRoute A2A server from the CLI. Send tasks, inspect skill execution history, and test the JSON-RPC 2.0 agent-to-agent protocol interactively.
Open skill - /cli-backup-sync
Backup and restore OmniRoute data from the CLI. Trigger incremental snapshots, sync to cloud storage, manage backup schedules, and restore from archive files.
Open skill - /cli-batches
Submit and monitor batch inference jobs from the CLI. Upload and manage files for batch processing, retrieve results, and integrate batch pipelines with CI/CD workflows.
Open skill - /cli-chat
Send chat completions, stream responses, and start an interactive REPL session from the CLI. Supports all OmniRoute providers, combo routing, and system prompt configuration.
Open skill - /cli-compression
Configure and test prompt compression from the CLI. Manage RTK filters, Caveman rules, stacked compression modes, and preview compression output with real prompts.
Open skill - /cli-contexts
Manage context engineering configurations, RTK filter sets, and conversation sessions from the CLI. Apply context-relay settings and inspect active context pipelines.
Open skill

