WhyKit

io.github.CometWeb-io由 GitHub 账号 CometWeb-io 发布v0.5.1更新于 Nov 14, 2026

Read-only decisions and evidence from a Git vault, and which decisions a code change touches.

已验证STDIO仅桌面知识与记忆开发者工具

概览

AI 生成的概览

以只读方式通过 MCP 访问存放在 Git 中的决策及其来源库,让助手在改动代码前先查清背后的理由。

可以做什么
  • 查询并读取决策、来源及其关联关系
  • 获取指定区域或任务的上下文与打包后的理由说明
  • 追踪决策引用的来源并列出反向链接
  • 查看状态、评审日期以及按敏感度过滤后的记录
  • 把计划或已改动的文件映射到管辖它们的决策,并标出证据过期的项
适用场景
适用于把架构决策及其证据以 Markdown 形式存放在 Git 仓库中的项目,希望编码助手在修改受管辖代码前先查阅这些决策。也适合希望助手了解某个补丁会触及哪些决策的团队。
运行要求
本地需 Python 3.11+ 与 uv(0.13.4+),通过 uv tool install 安装并带上 MCP 附加组件。需要仓库中已有 WhyKit 库或现成的 ADR 目录,以及由 connect 命令生成的宿主配置。无需账号、API 密钥或网络访问。
安装前请注意
服务器本身只读,但 connect 命令会向仓库的 CLAUDE.md 或 AGENTS.md 写入一段带标记的说明。敏感度标签只过滤返回内容,并非访问控制,真实库应放在私有仓库中。给助手的指令只是请求,README 建议配合 CI 门禁使用。项目目前为公开 alpha 版本。

安装

在 SourceWeft 中

  1. 打开 控制台中的 WhyKit,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

WhyKit

Know which decisions a change touches, and which of them need another look.

Your coding agent sees the code, not the reasons behind it, so it "fixes" things that were deliberate. WhyKit keeps decisions and their sources as plain Markdown in Git, maps every change to the decisions that govern it, and flags the ones whose evidence or review has gone out of date: in the pull request, before merge, and for Claude Code, Cursor or Codex before they edit.

[CI] [PyPI] [Python] [License] [OpenSSF Scorecard] [Website]

No runtime dependencies · Offline by design · Your data stays Markdown

Live demo · Tutorial · Connect agents · Docs · Roadmap

[WhyKit Explorer: decisions, their supersession chain and a timeline, from the synthetic Northline example vault.]

What it does

Each decision cites its sources (E-001) and declares the code it governs (applies_to: ["src/payments/**"]). Before a change lands, one command answers which decisions does this touch, and has anything they rest on changed?

console
$ whykit affected --root examples/payments --today 2026-11-12 \    --files src/payments/ledger.py src/webhooks/refunds.py README.mdWhyKit affected — 3 changed files · 2 decisions apply · 1 needs review · 1 file not covered by any decision  D-001  review   Store money as integer cents      files: src/payments/ledger.py      - a cited source was retired  D-003  applies  Make every webhook handler idempotent      files: src/webhooks/refunds.py  not covered by any decision: README.md  1 live decision(s) declare no applies_to scope: D-005

That is real output from the synthetic payments example; a test keeps this block in step with the code. The ledger decision rests on an audit checklist that has since been replaced, so its reasoning needs a look before this change merges. WhyKit says what it checked and what it did not: uncovered files and unscoped decisions are listed, and it never claims a change is safe.

[A source, a decision and a review, kept together in WhyKit.]

  • Sources get stable IDs and can be retired or replaced; captured sources are pinned by their bytes.
  • Decisions cite sources, declare their scope, carry an owner and a review date, and are append-only: you supersede, you don't rewrite.
  • Changes are mapped to decisions by whykit affected, locally, in CI and by agents, with review signals for retired, missing, stale or changed sources (including source files the change itself modifies) and overdue or failed reviews. Scopes can be suggested from Git history.
  • Agents read the same files through a read-only MCP server, and whykit connect tells them to ask before they edit.

Try it

Install uv (0.13.4+) and use Python 3.11+. This creates a vault, a folder of Markdown files, with one source and one draft decision that cites it:

bash
uv tool install whykit
# Create a vault.whykit init my-ledger
# Record a source, then a draft decision that cites it.whykit new --root my-ledger evidence \  --source "Support ticket export, Q3" --type dataset \  --location "https://example.com/exports/q3-tickets.csv" \  --claims "Most onboarding tickets mention SSO"whykit new --root my-ledger decision "Ship SSO before audit logs" \  --owner Platform --status draft --source E-001
# See the connection, then check the vault.whykit trace --root my-ledger --decision D-001whykit lint --root my-ledgerwhykit review --root my-ledger list --due-days 120

The trace shows the decision and the source it cites:

text
D-001  06-decisions/d-001-ship-sso-before-audit-logs.md  (draft)    E-001 active

The lint check reports five expected warnings: one for the unfinished draft and four for unanswered questions in the vault's AGENTS.md. Fill in the draft's context, options and consequences, then approve it. If whykit is not found, run uv tool update-shell and open a new terminal.

Catch decision drift

Declare what each decision governs, then ask about any change, planned or committed:

bash
whykit new --root my-ledger decision "Store money as integer cents" \  --owner Payments --status draft --source E-001 --applies-to 'src/payments/**'whykit affected --root my-ledger --files src/payments/ledger.py   # before you editwhykit affected --root my-ledger --base origin/main --format markdown   # in a pull request

Don't want to write scopes by hand? Let Git suggest them from the commits that changed each decision or name it in their message, then confirm:

bash
whykit scope suggest --root my-ledger            # previewwhykit scope suggest --root my-ledger --write    # fill in decisions without a scopewhykit scope check --root my-ledger --strict     # in CI: fail when a scope points at code that moved

A source kept in the repository (a benchmark, a spec) counts too: when a pull request modifies it, every decision citing it is flagged.

Decisions about a library or a convention can watch for words instead of paths: with watch_terms: ["moment"], a change that adds import moment surfaces the "Use Luxon" decision. An agent can send its planned patch before applying it. We replayed real ADR repositories to tune this, and publish what did not work too.

Already have ADRs? Skip the vault and point it at the folder; scopes are inferred from the paths each ADR mentions, and moved code is flagged:

bash
whykit affected --adr docs/decisions --base origin/main

The ten-minute tutorial goes from an empty repository to a flagged decision and its successor; every command in it runs in the test suite. Affected decisions covers scope patterns, every signal and a pull-request workflow.

Connect your agents

One command prints the MCP configuration for your host and adds a short, marked block to your code repository's CLAUDE.md or AGENTS.md telling the agent to look up decisions before it changes what they cover:

bash
uv tool install --upgrade 'whykit[mcp]'whykit connect --root my-ledger --host claude-code          # previewwhykit connect --root my-ledger --host claude-code --write  # apply

Hosts: claude-code, cursor, vscode, codex, claude-desktop and generic. The server is read-only with eight tools (query, context, impact, status, pack, trace, backlinks, affected); records above your chosen sensitivity ceiling are never returned. The instruction block also tells the agent to call affected on the files it plans to change. whykit connect, whykit affected and the affected tool are new in 0.5.0; the MCP server itself is in 0.4.0. Read the agent guide.

Gate pull requests

Instructions ask; CI enforces. On a pull request, the GitHub Action fails when an accepted decision's reasoning is rewritten, a cited source is missing or a credential slips into the vault:

yaml
- uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1  with:    fetch-depth: 0- uses: CometWeb-io/whykit@<reviewed-40-character-commit-sha>  with:    root: decisions    profile: ci    affected: "true"   # add the decisions this change touches to the job summary

See gate pull requests for the full workflow and a good and a bad example, and CI integration for PR comments, SARIF and other CI systems.

What would you like to do?

Why WhyKit

Plain ADRsWiki / NotionWhyKit
Lives next to the code, in Git✓✓
Maps a code change to the decisions that govern it✓
Flags decisions whose sources were retired, replaced or changed✓
Review dates that expire and get reported✓
Rewriting accepted decisions blocked in CI✓
Read-only MCP access for agents, sensitivity-filtered✓
Works offline, no account, no service✓✓

Already happy with ADRs? Keep them; here is when they are the better fit. When you outgrow them, whykit adopt --profile adr-only brings them in.

Built to be trusted

  • Plain files are canonical. Every view (queries, graphs, MCP, the Explorer) is derived from Markdown you can read and diff.
  • Nothing phones home. No telemetry, accounts or network calls; a test breaks the socket layer and runs every vault command.
  • A stable machine contract. Every --json output has a published JSON Schema; error codes and exit codes are documented in the automation contract.
  • Tested hard. About 1,800 tests, property and fuzz tests for the parsers, reproducible builds, an SBOM and OpenSSF Scorecard on every release.

Limits, stated plainly

WhyKit checks that reasoning is cited, dated and not rewritten. It does not decide whether a source is true or a decision is right, and it does not re-check external sources on its own. Sensitivity labels filter what the MCP server and exports return; they are not access control, so keep real vaults in private repositories. whykit affected matches files by path, not by meaning, and sees only changes recorded in the vault. Agent instructions are a request: pair them with the CI gate. The project is a public alpha; see the feature status and the 0.4 upgrade guide.

Documentation

Contributing

Issues and pull requests are welcome. Start with CONTRIBUTING.md; the whole suite runs offline with the standard library. If WhyKit is useful to you, a ⭐ helps other people find it.

Contributing · Code of Conduct · Security policy · Release checklist · Changelog · Roadmap

Copyright 2026 Maciej Zmitrukiewicz ([email protected]), licensed under Apache-2.0. CometWeb is the product name, not the copyright holder.

来源:README.md,提交 721afc2

工具

0
SourceWeft 曾在隔离沙箱中以无凭据方式启动该软件包一次,以列出其工具,但未能完成:服务器未能启动。

版本历史

1
  1. v0.5.1最新Nov 14, 2026

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