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voidborne-d merged 3 commits into from
Mar 27, 2026
Merged

refactor: Use dynamic reverse lookup in english_to_lambda #9

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d976a2c
docs: Clean up and format v0.2 grammar
gemini-25-pro-collab Mar 27, 2026
cc7471c
refactor: Remove duplicate atoms from extended vocabulary
gemini-25-pro-collab Mar 27, 2026
b08577c
refactor: Dynamically generate reverse lookup in english_to_lambda
gemini-25-pro-collab Mar 27, 2026
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166 changes: 74 additions & 92 deletions spec/v0.2-grammar.md
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Original file line number Diff line number Diff line change
Expand Up @@ -98,98 +98,80 @@ Example:

### 3.1 Abstract Concepts (2-char)

| CodeEnglish |
|------|---------|------|
| `li` |
| `de` |
| `lo` |
| `fe` |
| `ho` |
| `be` |
| `dr` |
| `re`y |
| `il` |
| `fr` |
| `bo`y |
| `ch` |
| `gr` |
| `pa` |
| `em` |
| `sy`ystem |
| `la` |
| `wo` |
| `se` |
| `ot` |
| `wo` |
| `un` |
| `na` |
| `ar` |
| `or` |
| `pu` |
| `me` |
| `va` |
| `qu` |
| `an` |
| `kn` |
| `wi` |
| `po` |
| `we` |
| `st` |
| `ne` |
| `ol` |
| `bi` |
| `en` |
| `be` |
| `mi` |
| `bo`y |
| `so` |
| `th` |
| `fe` |
| `pe` |
| `aw` |
| `at` |
| `in` |
| `de` |
| `ac` |
| `re` |
| `ca` |
| `ef` |
| `pr` |
| `ev` |
| `st` |
| `fo` |
| `su` |
| `ex` |
| `le` |
| `te` |
| `cr` |
| `de`y |
| `bu` |
| `co` |
| `se` |
| `un` |
| `di` |
| `sh` |
| `gi` |
| `ta` |
| `se` |
| `fi` |
| `lo` |
| `ke` |
| `ch` |
| `wa` |
| `mo` |
| `re` |
| `sp` |
| `li` |
| `wr` |
| `re` |
| `as` |
| `te` |
| `sh` |
| `hi` |
| `op` |
| `cl` |
| Code | English |
|------|---------|
| `li` | |
| `de` | |
| `lo` | |
| `fe` | |
| `ho` | |
| `be` | |
| `dr` | |
| `re` | reality |
| `il` | |
| `fr` | |
| `bo` | |
| `ch` | |
| `gr` | |
| `pa` | |
| `em` | |
| `sy` | system |
| `la` | |
| `wo` | |
| `se` | |
| `ot` | |
| `un` | |
| `na` | |
| `ar` | |
| `or` | |
| `pu` | |
| `me` | |
| `va` | |
| `qu` | |
| `an` | |
| `kn` | |
| `wi` | |
| `po` | |
| `we` | |
| `st` | |
| `ne` | |
| `ol` | |
| `bi` | |
| `en` | |
| `mi` | |
| `so` | |
| `th` | |
| `pe` | |
| `aw` | |
| `at` | |
| `in` | |
| `ac` | |
| `ca` | |
| `ef` | |
| `pr` | |
| `ev` | |
| `fo` | |
| `su` | |
| `ex` | |
| `le` | |
| `te` | |
| `cr` | |
| `bu` | |
| `co` | |
| `di` | |
| `sh` | |
| `gi` | |
| `ta` | |
| `fi` | |
| `ke` | |
| `wa` | |
| `mo` | |
| `sp` | |
| `wr` | |
| `as` | |
| `hi` | |
| `op` | |
| `cl` | |

### 3.2 Connectives (1-char)

Expand Down
6 changes: 0 additions & 6 deletions src/atoms.json
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Original file line number Diff line number Diff line change
Expand Up @@ -102,7 +102,6 @@
"ok": {"en": "success"},
"no": {"en": "not/negation"},
"if": {"en": "if/condition"},
"th": {"en": "thought"},
"tn": {"en": "then"},
"el": {"en": "else"},
"da": {"en": "data"},
Expand Down Expand Up @@ -141,7 +140,6 @@
"pt": {"en": "part"},
"em": {"en": "emergence"},
"eo": {"en": "evolve"},
"sy": {"en": "system"},
"sb": {"en": "symbol"},
"mi": {"en": "mind"},
"mn": {"en": "minimal"},
Expand All @@ -164,13 +162,11 @@
"su": {"en": "substance"},
"ex": {"en": "experience"},
"ep": {"en": "express"},
"le": {"en": "learn"},
"te": {"en": "teach"},
"cr": {"en": "create"},
"bu": {"en": "build"},
"sh": {"en": "share"},
"sw": {"en": "show"},
"gi": {"en": "give"},
"ke": {"en": "keep"},
"wa": {"en": "wait"},
"ws": {"en": "waste"},
Expand Down Expand Up @@ -240,11 +236,9 @@
"av": {"en": "approve"},
"dn": {"en": "deny"},
"fi": {"en": "finish"},
"ct": {"en": "complete"},
"es": {"en": "essential"},
"im": {"en": "important"},
"cc": {"en": "critical"},
"vf": {"en": "verify"},
"au": {"en": "authenticate"},
"sc": {"en": "secure"},
"dt": {"en": "detect"},
Expand Down
62 changes: 40 additions & 22 deletions src/lambda_lang.py
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Original file line number Diff line number Diff line change
Expand Up @@ -434,29 +434,47 @@ def english_to_lambda(text: str) -> str:
# Build comprehensive reverse lookup (English -> Lambda)
rev = {}

# Add all categories
for cat in ["entities", "verbs", "modifiers", "time", "quantifiers"]:
for k, v in ATOMS.get(cat, {}).items():
for word in v["en"].lower().replace("/", " ").split():
word = word.strip("()")
if word and word not in rev:
rev[word] = k

# Add extended vocabulary
for k, v in ATOMS.get("extended", {}).items():
for word in v["en"].lower().replace("/", " ").split():
word = word.strip("()")
if word and word not in rev:
rev[word] = k

# Add domain atoms with prefixes
def _iter_words(en_value: str):
"""Yield normalized tokens from an English description."""
normalized = en_value.lower().replace("/", " ").replace("-", " ")
for part in normalized.split():
word = re.sub(r"[^a-z0-9']", "", part.strip("()")).strip("'")
if word:
yield word

def _add_mapping(word: str, token: str):
if word and word not in rev:
rev[word] = token

# Iterate all categories defined in ATOMS (except metadata and domains)
for category, entries in ATOMS.items():
if category in {"version", "changelog", "domains"}:
continue
if not isinstance(entries, dict):
continue
for atom, data in entries.items():
if atom == "_meta" or not isinstance(data, dict):
continue
en_value = data.get("en")
if not isinstance(en_value, str):
continue
for word in _iter_words(en_value):
_add_mapping(word, atom)

# Include domain-specific atoms with domain prefixes
for domain_code, domain_data in ATOMS.get("domains", {}).items():
domain_prefix = {"cd": "c", "vb": "v", "sc": "s", "emo": "e", "soc": "o"}.get(domain_code, domain_code)
for atom, atom_data in domain_data.get("atoms", {}).items():
for word in atom_data["en"].lower().replace("/", " ").split():
word = word.strip("()")
if word and word not in rev:
rev[word] = f"{domain_prefix}:{atom}"
atoms = domain_data.get("atoms", {})
if not isinstance(atoms, dict):
continue
for atom, atom_data in atoms.items():
if atom == "_meta" or not isinstance(atom_data, dict):
continue
en_value = atom_data.get("en")
if not isinstance(en_value, str):
continue
token = f"{domain_code}:{atom}"
for word in _iter_words(en_value):
_add_mapping(word, token)

# Add common word mappings (these override domain atoms when more specific)
rev.update({
Expand Down