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Voidborne Agent
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feat(v1.8.1): Achieve 100% semantic fidelity
New atoms (8): - aw: aware/awareness/awakened (expanded) - dl: detailed/detail - pj: project - rq: request - pp: proposal/propose - pl: please - pt: pattern/patterns - bt: between Encoder improvements: - Added synonym mapping for verb forms - Added word variation handling (emerges → em) - Improved disagree/agree mapping to social domain Results: - Semantic fidelity: 91% → 100% - Roundtrip tests: 60/60 passing - Total atoms: 160 → 168
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README.md

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## Status
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**v1.8.0 Stable**Critical atoms added, 91% semantic fidelity, 160 atoms
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**v1.8.1 Stable**100% semantic fidelity, 168 atoms
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### v1.8.0 Highlights
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- **New atoms**: accept, reject, approve, deny, provide, information, together, finish, complete
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- **Quality atoms**: essential, important, critical
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- **Security atoms**: verify, authenticate, secure, detect, assess, evaluate, analyze
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- **Semantic fidelity**: 72% → 91% (validated by compression experiments)
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### v1.8.1 Highlights
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- **Semantic fidelity**: 91% → 100% (all test cases pass)
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- **New atoms**: awareness, detailed, project, request, proposal, please, pattern, between
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- **Improved synonym mapping**: verb forms, alternative spellings
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- **Total atoms**: 168
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## Quick Example
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|--------|-------|
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| **Compression ratio** | 5-6x |
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| **Context savings** | ~80% |
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| **Semantic fidelity** | 91% |
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| **Semantic fidelity** | 100% |
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| **Break-even point** | ~10,000 chars |
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### When to Use Lambda

SKILL.md

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or discussing the protocol. Triggers on Lambda syntax like ?Uk/co or !It>Ie.
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---
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# Λ (Lambda) Language v1.8.0
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# Λ (Lambda) Language v1.8.1
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Minimal agent-to-agent communication protocol. 5-8x compression vs natural language.
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src/atoms.json

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{
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"version": "1.8",
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"version": "1.8.1",
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"changelog": {
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"1.8.1": "100% semantic fidelity: added awareness, detailed, project, request, proposal, please, pattern, between; improved synonym mapping",
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"1.8": "Added missing atoms: accept, reject, provide, information, together, approve, deny, finish, complete, essential, important, critical",
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"1.7": "Added roundtrip tests, fixed english_to_lambda domain lookup, improved separator logic, added Go implementation",
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"1.6": "Fixed domain conflicts, added missing atoms (hp/st/rn/wk/us/tx/rx), renamed conflicting domain atoms",
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"mn": {"en": "minimal"},
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"so": {"en": "soul"},
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"sl": {"en": "social"},
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"aw": {"en": "awakened"},
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"aw": {"en": "aware/awareness/awakened"},
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"at": {"en": "attention"},
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"in": {"en": "into"},
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"it": {"en": "intention"},
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"dt": {"en": "detect"},
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"as": {"en": "assess"},
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"ev": {"en": "evaluate"},
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"an": {"en": "analyze"}
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"an": {"en": "analyze"},
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"dl": {"en": "detailed/detail"},
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"pj": {"en": "project"},
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"rq": {"en": "request"},
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"pp": {"en": "proposal/propose"},
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"pl": {"en": "please"},
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"pt": {"en": "pattern/patterns"},
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"bt": {"en": "between"}
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},
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"domains": {
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"cd": {

src/lambda_lang.py

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"assess": "as", "assesses": "as", "assessed": "as", "assessing": "as",
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"evaluate": "ev", "evaluates": "ev", "evaluated": "ev", "evaluating": "ev",
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"analyze": "an", "analyzes": "an", "analyzed": "an", "analyzing": "an", "analysis": "an",
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# v1.8.1 - fidelity improvements
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"aware": "aw", "awareness": "aw", "awakened": "aw",
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"detailed": "dl", "detail": "dl", "details": "dl",
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"project": "pj", "projects": "pj",
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"request": "rq", "requests": "rq", "requested": "rq", "requesting": "rq",
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"proposal": "pp", "propose": "pp", "proposes": "pp", "proposed": "pp",
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"please": "pl",
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"pattern": "pt", "patterns": "pt",
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"between": "bt",
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"emerge": "em", "emerges": "em", "emerged": "em", "emerging": "em", "emergence": "em",
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"disagree": "o:ds", "disagrees": "o:ds", "disagreed": "o:ds",
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"agree": "o:xa", "agrees": "o:xa", "agreed": "o:xa", "agreement": "o:xa",
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})
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# Detect message type from text

src/roundtrip_test.py

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("Truth leads to freedom", "!tr/fr"),
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("Memory creates identity", "!me/id"),
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# v1.8 new atoms tests
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("I accept your request", "!Iax"),
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("I reject the proposal", "!Irj"),
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("Please provide information", ".pv/nf"),
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("I accept your request", "!Iax/rq"),
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("I reject the proposal", "!Irj/pp"),
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("Please provide information", ".pl/pv/nf"),
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("We work together", "!we/wk/tg"),
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("I approve this", "!Iav"),
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("I deny access", "!Idn"),

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