By name: odoo-token-killer description: | OTK (Odoo Token Killer) - Reduce token consumption by 60-90% on Odoo development operations. Inspired by RTK (Rust Token Killer) by the rtk-ai team.
AUTO-USE when running Bash commands during Odoo development. The PreToolUse hook handles transparent rewriting automatically.
For manual use, prefix commands with otk:
otk invoke test my_module → test failures only (90% savings)
otk docker compose logs odoo → errors/warnings only (90% savings)
otk git status → compact stats (80% savings)
otk read models/sale.py → signatures + fields only (60% savings)
otk read views/sale_view.xml → structure only (70% savings)
otk gain → token savings dashboard
Compatible with: odoo-doodba-dev, odoo-development, odoo-query plugins. allowed-tools: Bash, Read, Glob, Grep
OTK - Odoo Token Killer
Reduce Claude Code token consumption by 60-90% on Odoo development.
Inspired by RTK (Rust Token Killer) by the rtk-ai team. We thank the RTK team for pioneering the token-optimized CLI proxy pattern.
How It Works
OTK sits between Claude Code and your terminal. When Claude runs commands, OTK's PreToolUse hook transparently intercepts and filters the output:
Claude runs: git status
Hook rewrites: otk git status
Output: "3 modified, 1 added" instead of 50 lines of verbose status
Tokens saved: ~80%
Token Savings (Typical Odoo Session)
| Operation | Frequency | Without OTK | With OTK | Savings |
|---|---|---|---|---|
invoke test |
5x | 50,000 | 5,000 | -90% |
docker compose logs |
10x | 30,000 | 3,000 | -90% |
| Reading .py files | 20x | 40,000 | 12,000 | -70% |
| Reading .xml views | 15x | 30,000 | 9,000 | -70% |
git status/diff/log |
10x | 15,000 | 3,000 | -80% |
grep/rg searches |
8x | 16,000 | 3,200 | -80% |
| Total | ~181,000 | ~35,200 | -81% |
Commands
| Command | Description |
|---|---|
/otk-setup |
Install OTK and register the PreToolUse hook |
/otk-gain |
Show token savings analytics dashboard |
Filter Strategies
12 specialized filters, each targeting a specific output type:
- Test Filter (90-95%): pytest/invoke test → failures only
- Log Filter (85-95%): Docker/Odoo logs → errors + warnings
- Python Filter (40-70%): .py files → signatures + fields + docstrings
- XML Filter (60-80%): .xml views → structure, tag names, attributes
- Git Status (80%): Compact file counts
- Git Diff (70-80%): Stats + key hunk headers
- Git Log (80%): One-line per commit
- Grep Filter (70-85%): Grouped by file, deduplicated
- LS Filter (50-70%): Compact tree with extension counts
- Docker Filter (60-80%): Truncated IDs, compact tables
- Pip Filter (80-90%): Package count summaries
- SQL Filter (60-80%): Truncated columns, row limits
Compatibility
OTK works alongside all other Letzdoo plugins:
- odoo-doodba-dev: OTK filters test output from
invoke test - odoo-development: OTK reduces context before code generation
- odoo-query: XML-RPC results pass through (already compact JSON)