feat(tokenless): add tokenless component#199
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…w efficiency Token-Less is an LLM token optimization toolkit that reduces token consumption through Schema/Response Compression and Command Rewriting strategies. Core Features: - Schema Compression: Compresses OpenAI Function Calling tool definitions (~57% savings) - Response Compression: 7-rule JSON compressor (~26-78% savings) - Command Rewriting: RTK integration for CLI output filtering (60-90% savings) Components: - crates/tokenless-schema: Core library (SchemaCompressor + ResponseCompressor) - crates/tokenless-cli: CLI binary for manual compression - openclaw/: OpenClaw plugin (TypeScript) - hooks/copilot-shell/: Copilot Shell hook scripts - third_party/rtk/: RTK submodule for command rewriting Integrations: - OpenClaw Plugin: Command rewriting, response compression, schema compression - Copilot Shell Hook: Command rewriting, response compression Installation: - RPM package for Alinux 4 (recommended) - Source build via 'make setup' Testing: 41 tests (22 unit + 19 integration) License: MIT Documentation: src/tokenless/docs/tokenless-user-manual-en.md Signed-off-by: Shile Zhang <shile.zhang@linux.alibaba.com>
…a project Add tokenless component as a default build target for reducing LLM token consumption through schema/response compression and command rewriting. Changes: - AGENT.md: Add tokenless to component list and build instructions - NOTICE: Add tokenless copyright and Rust dependency attributions - README.md/README_CN.md: Add tokenless to project overview - .gitmodules: Add rtk submodule (https://github.com/rtk-ai/rtk.git) - scripts/build-all.sh: Add build_tokenless and install_tokenless functions - scripts/rpm-build.sh: Add build_tokenless for RPM package generation - tests/run-all-tests.sh: Add run_tokenless for test integration Build Integration: - Default component in build-all.sh (cosh, skills, sec-core, tokenless) - RPM package target in rpm-build.sh - Test target in run-all-tests.sh (--filter tokenless) - Submodule: third_party/rtk for command rewriting engine Features: - Schema Compression: ~57% savings on OpenAI Function Calling definitions - Response Compression: ~26-78% savings with 7-rule JSON compressor - Command Rewriting: 60-90% savings via RTK integration (70+ commands) Integrations: - OpenClaw Plugin: Command rewriting, response/schema compression - Copilot Shell Hook: Command rewriting, response compression Signed-off-by: Shile Zhang <shile.zhang@linux.alibaba.com>
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Description
Related Issue
no-issue: new feature
Type of Change
Scope
cosh(copilot-shell)sec-core(agent-sec-core)skill(os-skills)sight(agentsight)tokenless(tokenless)Checklist
cosh: Lint passes, type check passes, and tests passsec-core(Rust):cargo clippy -- -D warningsandcargo fmt --checkpasssec-core(Python): Ruff format and pytest passskill: Skill directory structure is valid and shell scripts pass syntax checksight:cargo clippy -- -D warningsandcargo fmt --checkpasstokenless: Cargo test passes, clippy warnings resolvedpackage-lock.json/Cargo.lock)Testing
cd src/tokenless
make test