| name | dictcli |
| description | 개인 어휘 그래프 — 한↔영 크로스링귀얼 쿼리 확장 + 한국어 형태소 분석. expand로 한글 단어에서 영어 태그 후보를 찾고, stem으로 한국어 어간을 추출한다. knowledge_search의 3층 역할. '단어 확장', '태그 찾기', '한영 매핑', 'expand', 'stem', '형태소'. |
dictcli — Personal Vocabulary Graph (Layer 3)
Korean↔English triple graph. Expands Korean words to English Denote tags.
Layer 3 of knowledge_search — cross-lingual query enrichment.
API
Binary bundled in skill directory. Must cd to {baseDir} (reads CWD/graph.edn).
| Command | Usage | Output |
|---|
| expand | cd {baseDir} && ./dictcli expand "보편" --json | ["universal","universalism","particular","paideia"] |
| graph | cd {baseDir} && ./dictcli graph "보편" | All triples for the word |
| stats | cd {baseDir} && ./dictcli stats | Graph statistics |
| validate | cd {baseDir} && ./dictcli validate | Invariant check |
expand — Core Command
Traverses the graph: direct translation → opposite's translation → related word's translation.
cd {baseDir} && ./dictcli expand "기술" --json
cd {baseDir} && ./dictcli expand "도피" --json
Empty array = word not in graph.edn. Fall back to original query.
knowledge_search Integration Pattern
1. User: "보편 학문 관련 노트"
2. expand "보편" → ["universal","universalism","paideia"...]
3. Search: "보편 학문 universal universalism paideia"
Agent autonomously: extract concept words → expand → enrich query → knowledge_search.
stem — Korean Morphological Analysis
JVM-only (Kiwi JNI — not in native binary). Called via dictcli repo's run.sh stem.
Agents rarely call directly — andenken batch-indexes via --batch / --serve mode.
cd ~/repos/gh/dictcli && ./run.sh stem "설계했다"
cd ~/repos/gh/dictcli && ./run.sh stem --serve 9876
Pipeline: "설계했다" → stem → "설계" → expand → ["design","architecture"]
Data
graph.edn: 3,971 triples, 2,449 :trans mappings, 4,728 words, 526 clusters- Sources: meta-note clusters, Syntopicon 102 Great Ideas, philosophy glossary
- Relations:
:trans(2449), :source(1422), :related(44), :synonym(44)
Architecture Note
| Component | Runtime | Latency |
|---|
| expand/lookup/stats | GraalVM native-image | ~9ms |
| stem | JVM (Kiwi JNI) | ~1ms (server) / ~3s (cold start) |
Native binary cannot include stem (JNI incompatible with native-image).
Two separate execution paths — no conflict.
Layer 3 in the Stack
| Layer | Tool | Role |
|---|
| 1 | knowledge_search | Embedding vector search |
| 2 | denotecli | Exact match + graph links |
| 3 | dictcli expand + stem | Korean→English query expansion + stemming |
