Files
five/rag/INDEX.md
CharlesKWON cf370564f3 docs(rag): Five knowledge corpus for LLM agents
A retrieval-ready knowledge base so an LLM can read/write Five without
prior training: overview, syntax, full RTL catalog (from hbrtl/register.go),
web/worker idioms (from the solmade app), and a long-tail gotchas file.
Every doc has keyword/summary frontmatter; INDEX.md is the routing manifest.

Grounded by parallel source exploration; RTL names spot-checked against
register.go. The gotchas file is the compounding asset — append new traps.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-15 13:54:03 +09:00

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Markdown

# Five RAG — retrieval manifest
Route a query to the right doc(s). Each row: file · when to retrieve · keywords.
| File | Retrieve when the task involves… | Keywords |
|------|----------------------------------|----------|
| `01-overview.md` | orienting on what Five is, runtimes, compile model, "where do I look" | five, fivenode, overview, philosophy, token-density, harbour, xbase, compile, go, runtime, gengo intrinsic |
| `02-syntax.md` | writing any Five code — declarations, control flow, literals, operators, blocks | syntax, grammar, FUNCTION, PROCEDURE, LOCAL, STATIC, IF, FOR, FOR EACH, DO WHILE, DO CASE, BEGIN SEQUENCE, IIF, code block, array, hash, string literal, operators, := == $ |
| `03-rtl-catalog.md` | "what function does X" — string/array/hash/json/date/regex/charset/math/crypto builtins | rtl, builtin, Len, SubStr, Left, Right, At, Upper, AllTrim, PadL, PadR, StrTran, Chr, Asc, Val, Str, hb_NToS, hb_CStr, AAdd, AScan, AEval, hb_HGetDef, hb_HHasKey, hb_jsonDecode, hb_jsonEncode, ValType, HB_ISHASH, regex, HB_GETCHARSET, date, hb_ATokens |
| `04-idioms.md` | building an endpoint, DB access, async/queue work, calling the LLM, building/deploying | idioms, http, endpoint, routing, AP_BODY, AP_GETPAIRS, AP_JSONRESPONSE, ctx_set, ctx_get, LABDB_GET_PG, PG_QUERY, PG_EXEC, PG_LAST_ERROR, RETURNING, CREATE TABLE IF NOT EXISTS, text_tasks, FOR UPDATE SKIP LOCKED, job queue, LLM_CHAT, fnode, build.sh, launchctl |
| `05-gotchas.md` | debugging "why doesn't this work", or BEFORE editing string funcs / charset / SQL / LLM | gotcha, trap, intrinsic, gengo, charset, utf8, string escape, Chr, pgrtl string columns, Val, hb_CStr, model local, ResolveLlmModel, two runtimes, fnode, analyzer warning, CWD module resolution |
## Quick routing heuristics
- Writing new code → `02` + `04`, and skim `05` first.
- "Which builtin?" → `03`.
- Bug that defies the grammar → `05` (almost always the answer is here).
- "Why is my hbrtl edit ignored?" → `05 §1` (inlined intrinsics).
- Korean/multibyte length/char issues → `05 §2,§3` + `03` charset section.
- Numbers read from DB are wrong → `05 §4`.