QECTOR Quantum Error Correction

io.github.GuillaumeLessard由 GitHub 帳號 GuillaumeLessard 發布v1.0.6更新於 Oct 24, 2026

Local quantum error correction tools; decoder output verified against H c = s (mod 2).

已驗證STDIO僅桌面開發者工具AI 與機器學習

概覽

AI 產生的概覽

供 Claude 使用的本機量子糾錯伺服器,可解碼症候群,並依校驗關係 H c = s (mod 2) 驗證每個更正結果。

可以做什麼
使用內建的 qector-decoder-v3 引擎解碼量子糾錯症候群,每個回傳的更正結果在離開行程前都會依校驗關係驗證。預設啟用穩定的函式庫工具集,研究與管理工具集需明確開啟後才能使用。透過隨附的指令、代理與技能完成安裝設定、定理事實、重現、閾值掃描、偵測器錯誤模型、碼檢查、基準測試與驗證。產生確定性的可重現產物與來源紀錄。
適用情境
當你在 Claude Code 或 Claude Desktop 中從事量子糾錯工作,並希望取得本機、離線且每個更正結果都可機器校驗的解碼時,值得加入。它適合量子糾錯碼與解碼器的研究、教學與可重現性工作,而非一般用途。
執行需求
以 stdio 方式在使用者機器上作為本機行程執行,可透過 Claude Desktop 的 .mcpb 套件或 Claude Code 市集外掛安裝。需要 Python 3.9 至 3.13(建議 3.11 或 3.12,3.14 以上會被拒絕)、pip,以及 Claude Code 2.0+ 或 Claude Desktop 0.10.0+。可用 QECTOR_PYTHON 變數指定解譯器路徑。預設不存取網路。
安裝前請注意
研究與管理伺服器預設關閉,需刻意啟用;管理操作屬於特權操作,每次呼叫都需確認。存在一次明確的 PyPI 新鮮度檢查,因此預設的離線立場可能被打破。安裝會寫入 Claude Desktop 設定檔並安裝擴充功能,且需要完全重新啟動。下載的產物應與公布的雜湊值核對。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 QECTOR Quantum Error Correction,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

QECTOR Claude Plugin

Verified quantum error correction for Claude. Local, deterministic, and mathematically guaranteed on every machine you work on.

QECTOR integrates the published qector-decoder-v3==1.0.0 engine with Claude Code and Claude Desktop, turning both into a production grade QEC engineering environment. Every correction returned by an MCP server is verified against the parity relation H c = s (mod 2) before it leaves the process, every claim carries a machine checkable provenance class, and the default configuration performs no network request of any kind.

4 MCP servers · 8 stable / 29 research / 3 admin tools · 11 commands · 5 agents · 28 skills · zero egress by default

Latest release — v1.0.6 · Claude.ai marketplace compliance (launchers to scripts/, canonical manifests), environment-agnostic /qec-setup, deterministic artifacts. See the release announcement.


Why v1.0.6

Version 1.0.6 completes the portability and compliance story that 1.0.5 started, then layers on marketplace correctness and universal setup. Two problems drove it: modern operating systems no longer hand you Python on a predictable command name (macOS, Debian, Ubuntu, and Fedora ship python3 without bare python, while Windows adds its own resolver quirks), and the claude.ai marketplace approval pipeline rejects plugins that ship executables in bin/. This release retires both failure classes, permanently.

1. A universal, compliant launcher ships inside every artifact.

  • The plugin archive, the source distribution, and the Desktop bundle all carry scripts/qector-python (POSIX sh) and scripts/qector-python.cmd (Windows). They live in scripts/, not bin/: claude.ai-hosted plugins may not ship bin/ executables because they land on PATH without ever appearing on the admin approval surface. A validator now hard-fails any build that reintroduces bin/.
  • Resolution is governed, not guessed. An administrator pinned interpreter wins first, then python3, then python, with the Windows py launcher tried ahead of them all.
  • The supported window is enforced, not documented. Only Python 3.9 through 3.13 executes, matching the published native wheel matrix; an out of range machine receives precise remediation guidance instead of a deep import crash.
  • Pinning is first class on both surfaces. Set QECTOR_PYTHON to an absolute interpreter path and every launcher honors it above discovery.

2. The marketplace surface is canonical.

Both plugin.json and marketplace.json use only documented fields and a relative same-repo plugin source — the form every official marketplace uses and the only form every sync path can resolve. The Desktop MCPB carries a win32 platform override so Windows always selects the .cmd launcher.

3. Setup works in every environment.

/qec-setup detects sandboxed and remote environments (claude.ai code execution, Cowork, containers without a project checkout) and falls back to native diagnostics instead of dead ending on a missing local script — and it reports honestly which path it used.

Platform support

SurfaceInstall pathStatus
Claude Code CLImarketplace plugin over local stdio✅ Windows, macOS, Linux
Claude Desktop.mcpb bundle with single click install✅ Windows, macOS
Web, iOS, Android, Coworkhosted remote connector (Streamable HTTP with OAuth)🗺️ roadmap 1.1.x
Air gapped and restricted estateslocal stdio, fully offline default✅

Local stdio cannot reach web or mobile by architecture; the hosted connector is the engineered path to those surfaces and lands in 1.1.x.

Installation

Prerequisites

RequirementHow to checkExpected
Python 3.9–3.13python --version and py -3 --version (Windows)3.11.x or 3.12.x recommended; 3.14+ is rejected on purpose
pippython -m pip --versionany recent
Claude Code ≥2.0 or Claude Desktop ≥0.10.0claude --version2.1.x / 1.34+

Python with spaces in path (e.g. Anthropic Skills and agents) is now handled — the Desktop extension in v1.0.6 uses python directly (no ${__dirname} launcher) and the Code plugin uses scripts/qector-python. If you still see Server disconnected, set QECTOR_PYTHON (see Troubleshooting).

Option A — Claude Code (marketplace, 30 s)

bash
# 1. Add the marketplace (once)claude plugin marketplace add GuillaumeLessard/qector-claude-plugin
# 2. Install the pluginclaude plugin install qector@qector-tools# When prompted for Python interpreter: leave empty for auto-resolve,# or paste an absolute path like C:\Program Files\Python311\python.exe
# 3. Verifyclaude plugin list                          # → qector@qector-tools 1.0.6 enabledclaude plugin validate . --strict           # → ✔ Validation passedpython scripts/qector_runtime_check.py      # → status: ok, mcp 1.29.0

Option B — Claude Desktop (single click)

Via UI (recommended):

  1. Download qector-claude-desktop-1.0.6.mcpb from the release page.
  2. Claude Desktop → Settings → Extensions → Advanced settings → Install Extension → select the .mcpb → Enable.
  3. Fully quit Claude Desktop (system tray → Quit) and reopen — the extension needs a full restart to load the 8-tool safe profile.

Via script (same result, auditable):

bash
python scripts/configure_claude_desktop.py --check-only   # preview, no changespython scripts/configure_claude_desktop.py --confirm      # writes claude_desktop_config.json + installs extension# Restart Desktop afterwards

Verify Desktop:

  • C:\Users\<you>\AppData\Roaming\Claude\claude_desktop_config.json contains qector-library (if you used the script) and extensions-installations.json contains ant.dir.gh.guillaumelessard.qector.
  • C:\Users\<you>\AppData\Local\Claude\logs\mcp.log shows QECTOR Server started and connected → initialize → tools/list → result (no Server disconnected).

Option C — From source (auditable, offline)

bash
git clone https://github.com/GuillaumeLessard/qector-claude-plugin.gitcd qector-claude-plugin
# Install for every Python you use (Windows has both 3.11 and 3.12 via py launcher)python -m pip install -r requirements.txt          # → numpy 2.2.6, mcp 1.29.0, qector 1.0.0py -3 -m pip install -r requirements.txt           # ← do this too if py -3 exists
# Verifypython scripts/qector_runtime_check.py             # → status: ok, failures: []python scripts/qector_system_setup.py --check-only # → dry_run_pending_approvalpython scripts/qector_system_setup.py --confirm    # → ready, theorem_1_faithful: true

Troubleshooting

SymptomCauseFix
Server disconnected / Unable to connect to extension serverOld mcp 1.26.0 on one Python, or missing scripts/ in installed extension, or path with spaces on old buildspy -3 -m pip show mcp and python -m pip show mcp must both be ≥1.28.1 — run py -3 -m pip install -r requirements.txt --upgrade for each. Re-run python scripts/configure_claude_desktop.py --confirm (now correctly copies launchers) and fully restart Desktop. If still failing, set the extension's Python interpreter field to C:\Program Files\Python311\python.exe (or C:\Program Files\Python312\python.exe).
No Python 3.9-3.13 interpreter foundpython not on PATH or only 3.14 availableInstall Python 3.11/3.12 from python.org and/or set QECTOR_PYTHON=C:\Program Files\Python311\python.exe (environment variable or extension's interpreter field).
This extension may not work until all requirements are metDesktop version <0.10.0 or Python missingUpdate Desktop (≥0.10.0, current 1.34+ is fine) and ensure mcp/qector installed for the Python Desktop actually uses (py -3 on Windows).
qector-decoder-v3 not foundpip installed to wrong PythonRun python -m pip install -r requirements.txt and py -3 -m pip install -r requirements.txt — check both with * -m pip show qector-decoder-v3.

The QECTOR surface

MCP serverPurposeToolsDefault
qector-libraryFrozen stable decoding surface, every result verified8✅ enabled
qector-researchProvisional research and evidence tooling29explicit opt in
qector-adminPrivileged local operations with double confirmation3explicit opt in
qector-desktop-mcpClaude Desktop safe profile adapter8✅ on Desktop

Alongside the servers: 11 slash commands for setup, facts, theorems, reproduction, threshold sweeps, Wilson intervals, detector error models, code inspection, benchmarking, sinter templates, and validation; 5 specialized agents (researcher, developer, validator, sysadmin, hardware engineer); and 28 skills spanning math foundations, architecture, BP OSD, two stage CSS, space time codes, decoders deep dive, DEM pipelines, LER methodology, pymatching compatibility, batch decoding, reproducibility, testing strategy, deployment, release engineering, licensing, education, and operations.

Artifacts and integrity

The builder is deterministic: fixed timestamps make every rebuild bit identical, so the hashes below are stable forever.

ArtifactSHA-256
dist/qector-claude-plugin-1.0.6.zip46ae976105d9813ef615985f30fe23cd76cf2ca11d63ee5de86758e4402903c5
dist/qector-claude-plugin-source-1.0.6.zip4370c322b9e2fa083f841ee7a15e1468b6f991702db56d4779bd8ddb530def11
dist/qector-claude-desktop-1.0.6.mcpbfbf9bb9a1254d4867093279a07b715041862f8c9ce71aff1201409b6cccc616c

Per artifact sidecars, a combined SHA256SUMS, an SPDX 2.3 SBOM, and provenance records binding each file to its release commit and runtime pins live under dist/. The MCP Registry descriptor in server.json matches the Desktop bundle byte for byte.

System requirements

ComponentRequirement
Python3.9 through 3.13, enforced by the shipped launchers
PlatformsWindows, macOS, Linux
Backend engineqector-decoder-v3==1.0.0, native Rust / PyO3 wheels
MCP runtimemcp>=1.28.1,<2
Scientific stacknumpy>=1.26,<2.3, cryptography>=48.0.1,<50
Networknone by default; one explicit PyPI freshness check exists
GPUoptional at most; no portable performance claims are published

Security and privacy

The default installation exposes exactly eight stable tools over local stdio. Research and administrative servers require deliberate enabling, privileged operations demand per call confirmation, and every process enforces its own call budgets so a runaway agent hits a ceiling instead of your machine. Session hooks persist nothing beyond a tool name and a timestamp. Full trust boundaries, risk classifications, scanner guidance, and advisory posture are documented in SECURITY.md, with the network stance in PRIVACY.md.

Documentation

DocumentPath
User manualdocs/User_Manual.md
MCP API referenceMCP_API.md
v1.0.6 release announcementRELEASE_BODY_v1.0.6.md
Release notesRELEASE_NOTES_v1.0.6.md
ChangelogCHANGELOG.md
Desktop setupCLAUDE_DESKTOP.md
Validation gatesRELEASE_VALIDATION.md

Development

bash
python -m unittest discover -s tests -v     # mathematical + protocol suitepython scripts/validate_source.py           # source structure gatepython scripts/validate_plugin_bundle.py    # built bundle gatepython scripts/release_validate.py          # metadata cross check, zero depspython scripts/build_release.py --all       # deterministic artifacts

CI enforces the same gates on every push to main. Tagging with v* additionally builds all artifacts, publishes the GitHub release, and updates the MCP Registry entry automatically.

License

Proprietary. Copyright © 2026 Guillaume Lessard / iD01t Productions. See LICENSE.md. The qector-decoder-v3 backend is free for personal, academic, educational, and non commercial research; commercial use requires a license from qector.store/pricing.

Contact

Website https://www.qector.store · Licensing [email protected] · Support [email protected] · Security disclosure [email protected] (private)

QECTOR Claude Plugin v1.0.6
Built on qector-decoder-v3 v1.0.0 · Rust / PyO3 core
Every correction verified against H c = s (mod 2)

來源:README.md,提交 4ff2854

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v1.0.6最新Sep 16, 2026

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