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[wildcard] Self-Hosted In-Process Analysis: Native Go Library Driver (x/tools/go/analysis) for Zero-Install IDE Checking and Compiler Unification #268

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Description

@1932819331hy-debug

The idea, in a paragraph

Directly answering Active Solicitation Prompt 5 in MOONSHOT.md ("Rewrite us. If the whole compiler should be a Go program (self-hosted analysis), a WASM engine, or a library rather than a CLI — say why and what it unlocks"):
Kill the monolithic standalone Rust CLI binary (hyb) as the sole entrypoint for Hybrid compilation and borrow checking. Re-architect Hybrid's analysis engine into an in-process library driver conforming to Go's standard golang.org/x/tools/go/analysis.Analyzer interface (implemented either as a self-hosted pure-Go engine or via an embedded zero-overhead WASM runtime like wazero). This transforms Hybrid from an isolated external CLI into an embeddable compiler library that runs in-process inside gopls for zero-install instant IDE diagnostics, integrates natively into go vet and golangci-lint, exposes an interactive client-side web playground on GitHub Pages via WebAssembly, and replaces brittle string-based foreign type stubbing with live, typed Go symbol tables.

Which assumption it breaks

This breaks the foundational architectural premise established in PLAN.md and Spike 1:

  1. The External CLI Assumption: The assumption that borrow-checking and code generation must be performed by a standalone binary executed via subprocesses (hyb check <file.hy>, hyb build <file.hy>).
  2. The Rust Toolchain Gate: The assumption that anyone checking, building, or contributing to Hybrid must install a multi-gigabyte Rust toolchain (cargo, rustc, libclang, LLVM).
  3. The Opaque Foreign Type Boundary (§8.4 C8 / foreign.rs): The assumption that the checker cannot see real Go package declarations, necessitating hardcoded stubs in foreign.rs and fail-closed rejections (HYB-E3005) for unmodeled types. An in-process analysis.Analyzer receives Go's fully-typed *types.Package and *types.Info directly from the Go compiler/gopls cache.

Why this is a breakthrough, not an increment

A normal feature bounty focuses on adding diagnostics, fixing edge cases in loans.rs, or optimizing parser performance by 5%. This proposal attacks the distribution, adoption, and integration bottleneck of the entire project:

  • Zero-Install IDE Diagnostics (<1ms vs 35ms): Currently, editor extensions must shell out to hyb as an external process on every keystroke, paying 15-40ms in OS process creation, stdio serialization, and AST reconstruction. An in-process analysis.Analyzer runs directly within gopls in under 1ms, eliminating editor lag.
  • Instant Go Ecosystem Adoption: 99% of Go teams cannot adopt a tool that requires installing Rust on developer laptops and CI builders. Delivering Hybrid as an x/tools/go/analysis plugin allows teams to add Hybrid to .golangci.yml or go vet -vettool with a single Go dependency line (go get github.com/limitlessprojects/go-hybrid).
  • Zero-Infrastructure Browser Playground: Compiling the analysis engine to WASM enables a fully interactive browser IDE running entirely client-side on GitHub Pages, dropping the barrier to entry for prospective users to zero.
  • Differentiation from [wildcard] Erase the .hy / .go Split: Whole-Package Tier-0 Checking via Native Go AST and Export-Data Analysis #186: Proposal [wildcard] Erase the .hy / .go Split: Whole-Package Tier-0 Checking via Native Go AST and Export-Data Analysis #186 proposes erasing the .hy file syntax to write .go files with inline directives, but leaves the compiler engine unspecified. This proposal answers Prompt 5 directly by transforming the engine itself into an embeddable library and WASM runtime, regardless of whether the input is .hy or annotated .go.

How we would know it works (or doesn't)

Milestone 1 () — Corpus & Pipeline Parity via In-Process Analyzer:

  1. Construct an experimental driver embedding the borrow checker (either via a self-hosted Go package or an embedded wazero WASM instance running hy-check.wasm).
  2. Implement the standard analysis.Analyzer contract (Run(pass *analysis.Pass) (interface{}, error)).
  3. Run the driver against all 46 test cases in tests/checker-corpus/.
  4. Falsification Gate for M1:
    • The in-process analyzer must achieve 100% verdict agreement against all 46 corpus programs (all 31 REJECT fixtures reject with pre-registered diagnostics; all 15 ACCEPT / ACCEPT-MANAGED pass).
    • If in-process execution encounters state leakage across analysis passes, unrecoverable stack overflows during deep Polonius borrow walks, or memory bloat exceeding Go's GC thresholds, M1 is recorded as a published architectural failure documenting why standalone process isolation is mandatory.

Milestone 2 () — Sub-Millisecond IDE Latency & CI Footprint Benchmark:

  1. Benchmark keystroke-to-diagnostic latency: Measure 100 sequential file modifications across a 25-file workspace comparing external hyb CLI invocations against the in-process analysis.Analyzer inside gopls.
  2. Benchmark CI onboarding footprint: Measure Docker build time and image size for a standard Go service CI pipeline with Hybrid verification (Alpine Go image + Go module vs Go + Rust/Cargo build environment).
  3. Published Learning Deliverable:
    • Publish a comprehensive analysis to MOONSHOT.md:
      • If successful: Architectural blueprint and migration roadmap for packaging Hybrid as a zero-dependency Go module and WASM bundle.
      • If failed: An evidence-backed analysis detailing the precise performance, memory, or language-impedance walls that justify keeping the compiler in an isolated Rust binary.

Cost honesty (optional but powerful)

  • What gets deleted:
    • Standalone subprocess spawning scripts and harness wrappers (corpus_harness.py, differential_loop.py process wrappers).
    • Brittle filesystem heuristics for package sniffing (e.g. searching adjacent .go files to avoid HYB-E9002).
    • Redundant CLI argument handling and exit-code translation logic.
  • What gets rewritten:
    • The checker boundary: instead of reading CLI flags and emitting JSON to stdout, the engine consumes an abstract syntax tree and produces structured analysis.Diagnostic objects.
    • Foreign type modeling: foreign.rs can be replaced with direct queries against pass.TypesInfo.Types[expr].
  • Migration path:
    • A dual-engine transitional phase: The CLI hyb binary remains available as a lightweight wrapper that simply invokes the Go/WASM analysis library, ensuring zero backwards incompatibility for existing scripts.

Track terms

  • I understand no prototype is required and failure-with-knowledge is a valid, paid outcome
  • I understand all outcomes (including declines and failures) are published in MOONSHOT.md

Prepared with Gemini CLI / AI assistance; operator reviewed the proposal, architectural evaluation, and milestone criteria.

Activity

  1. limitlessprojects commented on Oct 17, 2026

    @limitlessprojects
    Owner

    Wildcard triage (within the 48h acknowledgment window): accepted — ledger W-012, slot 12 in the 2026-11-01 window, co-reviewed with W-011 (delivery architecture vs checking surface — adjacent, not duplicate). Reason: the only entry that answers Solicitation #5 head-on with a concrete delivery architecture: in-process analysis inside gopls/vet/golangci-lint, zero-install IDE diagnostics, WASM playground, and live typed symbol tables replacing string-based foreign stubbing. The three named assumptions (external CLI, Rust toolchain gate, opaque foreign boundary) are real and named in PLAN/Spike 1. Review will press on: Rust-in-gopls via wazero versus a self-host rewrite (cost is the whole question), checker latency budget for IDE use, and what the embedding boundary does to fail-closed diagnostics. Cross-ref: W-011.

    — Entered in the MOONSHOT.md ledger; review opens in the 2026-11-01 window (Discussion thread linked from the ledger). M1 acceptance ($250) is decided in that review; M2 ($250) on the published learning — success or failure alike.

  2. added
    wildcardWildcard Track proposal ($500) — revolutionary/contrarian/high-risk ideas
    💎 Bounty$500 Hybrid Bounty pool, see BOUNTY.md. Payouts ride the top-10 ladder.
    on Oct 17, 2026
  3. t3ratech commented on Oct 17, 2026

    @t3ratech

    /attempt

  4. masterdobra-hash commented on Oct 23, 2026

    @masterdobra-hash

    Not claiming a slot — this is a contribution to W-012, whose entry and slot 12 (2026-11-01 window) are already this proposal's. Facts from a local checkout of main at 7d63d5f today, plus one PR:

    • The M1 gate says "all 46 test cases"; the registered corpus is 126 programs (38 ACCEPT / 2 ACCEPT-MANAGED / 86 REJECT), and tools/corpus_harness.py reports 126/126 for the native checker on this tree. Restating the gate against 126 is worth doing — "100% of 46" is satisfiable by a subset.
    • spike(w012): the stock checker as an in-process WASI module — 126/126 parity, no latency win #1295 is a pre-registered spike on the cheap endcap: the stock hyb built for wasm32-wasip1 and run in wazero — no new crate, no export surface, nothing to keep in sync. Result: parity 126/126 including full-envelope identity; p50 1.385 ms in-process vs 1.342 ms native, p99 7.214 vs 2.970, invocation floor 0.240 vs 0.895 ms, cold module compile 982.84 ms. Parity passes; the "under 1 ms" and "≥2× faster" claims are falsified on this host — the boundary is 3.7× cheaper, the WASM body is ~2.5× slower, and it is the tail, not the median, an editor would feel. PR spike(w012): harden in-process WASM analyzer M1 #556 reaches the same direction from the custom-ABI side.

    Payout: USDT only — TRC-20 (TRON) preferred, ERC-20 acceptable; the wallet address will be added in this thread.

    Two questions: (1) is an independent spike PR on W-012 credited as prototype credit in the ledger, or is it eligible for money on its own; (2) given these numbers, does M1 need a warm-instance design (the expensive endcap) to pass its latency gate?

  5. masterdobra-hash commented on Oct 23, 2026

    @masterdobra-hash

    Payout address, as promised above:

    USDT — TRC-20 (TRON) only: TT8W8jWwNptPCC4sYTRbeY3HevAgrP4QrM

    No memo/tag is needed on TRC-20; sending any other asset or network to this address loses it. It covers both the W-012 contribution (#1295) and the ladder-side contribution in #1298 — say the word if you would rather have a separate address per payout.

    For the ledger: #1298 ("Useful improvements", BOUNTY.md) fixes #1297 — none in a value position (var o option[int] = none, wrap{inner: none}, o = none on a declared binding) was accepted by hyb check with 0 diagnostics and then refused by the emitter, i.e. an accepted-but-unbuildable shape under Row 13. The declared target type now lowers it to option[T]{} — the same zero value return none already emits. Verified on that branch: cargo test --workspace 1775 passed / 0 failed, corpus 126/126, census 7/7, run_examples.sh 10/10, and the three reproducers built and ran.

  6. masterdobra-hash commented on Oct 25, 2026

    @masterdobra-hash

    The W-012 spike is live again as PR #1658 — #1295 was closed by the 2026-10-24 queue-reset sweep (not-planned, with the reopen path), rebased onto main @ 1f0ff97 and re-run.

    Re-run result, nothing rounded up: parity 127/127 for both engines with 127/127 full-envelope identity (the corpus moved 126 → 127 while the PR was closed); p50 1.528 ms native vs 1.578 ms in-process (0.97×), so no latency win; invocation floor 0.912 ms vs 0.184 ms (0.20×) — the boundary is cheaper, the check is not; cold module compile 968 ms. All four pre-registered gates land where they did the first time: H1 accepted, H2 falsified, H3 accepted, H4 falsified.

    So the answer to the M1 latency question as written ("under 1 ms" vs a 15–40 ms process spawn) is unchanged: on Linux the native path already answers in ~1.5 ms, the WASI body costs more than the spawn it saves, and the remaining gain needs a warm instance plus a compile cache — i.e. the expensive endcap, not the cheap one.

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