fux-engine 0.2.0

Fux — a portable agent-aware knowledge engine: rules, memory, narrative, and graph in one frontmatter substrate.

Fux

A portable, agent-aware knowledge engine. One frontmatter substrate → derived index, graph, and memory views. $0 deterministic maintenance — no mandatory LLM calls. Continuously referenced, cheaply maintained.

Named after Johann Joseph Fux, author of Gradus ad Parnassum (1725) — the counterpoint treatise every composer learned the rules from. A tool that codifies and enforces rules, named after the man who wrote the rulebook. Sits beside wagner, bach, orff.

Fux unifies and replaces three things a project usually runs separately — the structural graph (graphify), cross-session memory, and the narrative docs — and adds the business-rules layer none of them held. See docs/fux-plan.md.

In plain words (the 5-year-old version)

Think of your code as a big LEGO city. The reasons things are built a certain way — why the bridge is red, why you add the towers before the walls — usually live only in one builder's head. When they go home, nobody remembers why.

Fux is a notebook for those reasons. You write each important rule down once — what it is and why — and Fux sticks a tiny one-line list on the cover so your helper can flip straight to the right page instead of searching the whole city every time. Fux also draws a map showing which notes belong to which buildings, and checks that the notes still match the city — and it does all of that for free, without phoning anyone for help.

So: write the why down once → it's found fast, stays correct, and never gets lost.

Why

The why behind a formula — why current value not invested cost, why INR-normalize first, which cost-basis method — usually lives only as an inline comment, invisible until someone greps for it. Fux makes that knowledge first-class: one entry, authored once, served back through a tiny index (read first) plus lazily-opened rules (read only when relevant). Lookups run ~5–10× cheaper and more correct on every later session — and you don't have to take that on faith: fux savings measures the multiplier from your own file sizes.

Install

git clone [e-mail]:arpitarya/fux.git && cd fux
./install.sh          # → ~/.claude/fux + Claude skills + ~/.codex/skills/fux*
fux --version

Requires Python ≥ 3.11 (stdlib only — zero third-party dependencies).

Use

cd your-project
fux init                       # scaffold .fux/ + Claude/Codex/Copilot pointers
fux new formula day-pnl        # scaffold a rule; fill **Rule:/Why:/Edge cases:**
fux build                      # regenerate INDEX.md + rules.json + graph   ($0)
fux check --fix                # validate; repair mechanical drift           ($0)
fux why day-pnl [--history]    # explain a rule (+ how its *why* evolved, via git)
fux refs src/aggregator.py     # which rules govern this file
fux recall "how is day P&L computed" --hybrid  # BM25F; RRF-fuse lexical+semantic+graph
fux seal --all                 # bind rules to an AST fingerprint of their code
fux coverage                   # % of important files with a governing rule
fux verify --fuzz              # run invariant `check:`; boundary-fuzz for div-by-zero
fux mine                       # surface candidate rules latent in the code (drafts)
fux savings "how is day P&L computed"  # measured token-cost win (+ cumulative ledger)
fux lint                       # rule *quality*: missing why / code_refs / edges
fux stats                      # knowledge-health dashboard + score
fux gate --install             # wire a git pre-commit enforcement hook
fux mcp                        # serve the substrate to agents over MCP (stdio)
fux capture                    # queue this session's changes for `fux distill`
fux serve                      # local dashboard over the generated views
fux import docs/               # migrate existing markdown → narrative entries
fux parity                     # is it safe to retire the old graph/docs/memory?
fux tour                       # ordered ONBOARDING.md

Complete, example-driven guide to everything Fux does: docs/guide.md. Full command reference: docs/cli.md. Authoring a rule: docs/rule.guide.md. Writing a spec: docs/spec.guide.md.

How it works

Tier 0  agent pointers ............ CLAUDE.md, AGENTS.md, Copilot instructions
Tier 1  .fux/out/INDEX.md ........ ~1 line/rule, read FIRST        ← cheap
Tier 2  .fux/rules/<id>.md ....... opened ONLY when relevant       ← lazy
Tier 3  .fux/out/{rules,graph}.json  machine lookup + browsing

You maintain only the source frontmatter. INDEX, rules.json, and the interactive graph.html regenerate on fux build. Three hooks keep it live: SessionStart injects the INDEX, PostToolUse reminds you when an edited file's rule drifted, Stop validates before the turn ends.

The graph merges your rules with code symbols and call edges extracted across Python (via the stdlib ast) and JS/TS, Go, and Rust (a brace-matched heuristic by default, or real tree-sitter ASTs with the optional pip install fux-engine[ast] extra — same schema, more accuracy, still $0 by default), now including cross-file calls (symbol→symbol) — one navigable map of which rule governs which code, with community clustering, PageRank centrality (architectural chokepoints, not just raw degree), and a GRAPH_REPORT.md. The interactive graph.html is the "Solar Terminal" viewer, built for review and agents: code desaturates to graphite dust while knowledge nodes ignite amber and the rare governs links stream across as glowing threads, so which rule governs which code is impossible to miss. A three-rail layout adds a search-with-clickable-hits Lens grid, per-type filter meters, a live minimap, a governance ledger of every knowledge→code link, semantic-zoom community super-nodes, BFS path mode, and one-click markdown export of a node's neighbourhood, the visible sub-graph, or the governed subgraph.

fux recall is lexical BM25F ($0) by default, with opt-in query expansion (glossary synonyms + 1-hop graph neighbours), an opt-in local re-rank, and an opt-in RRF hybrid that fuses lexical ⊕ local-semantic ⊕ graph proximity (no API); fux verify [--fuzz] runs a rule's invariant check: and worked examples:, optionally boundary-fuzzing for unguarded div-by-zero. Proof-carrying rules: fux seal binds a rule to a normalized-AST fingerprint of its code, so fux check flags unsealed when the governed code changes structure (not just its mtime). Beyond authoring, Fux enforces and reports: fux lint grades rule quality, fux stats scores knowledge health, fux gate blocks drift at commit/CI time, and fux mcp exposes the whole substrate to agents over MCP.

For cross-session memory it stays authored, not captured: an opt-in capture hook queues which files changed for fux distill (human-confirmed) rather than auto-summarising, and type: memory entries decay after a TTL so stale notes stop costing context — with opt-in usage-weighted decay (a memory still being recalled stays alive; an unused one decays). Every path $0 and deterministic.

Layered rules (maintain once, inherit everywhere)

effective ruleset = ~/.claude/fux/global/   (cross-project best practices)
                  ⊕ ~/.claude/fux/packs/*    (opt-in shareable domain packs)
                  ⊕ ./.fux/rules/            (this project's domain rules)

project overrides pack overrides global. fux check flags conflicts instead of silently shadowing.

Guarantee

Every maintenance command is shell/AST/parse — no LLM calls. The only paths that call the LLM are the plan / adr skills, and they ride the session you are already in (no background spend). The same "$0, deterministic" promise that made graphify trustworthy.

License

MIT — see LICENSE.