Òtítọ́

io.github.BASHBOP由 GitHub 帳號 BASHBOP 發布v3.5.0更新於 Oct 24, 2026

Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.

已驗證STDIO僅桌面開發者工具安全與監控

概覽

AI 產生的概覽

在本機執行、具確定性的 MCP 伺服器,為 AI 編碼助理提供儲存庫脈絡、變更影響排序與合併就緒檢查,程式碼不離開本機。

可以做什麼
  • 檢視並繪製儲存庫結構,建立索引與搜尋本機專案
  • 產生任務相關的脈絡包,排序請求會觸及哪些檔案
  • 比對宣告意圖與實際 diff 計算收斂度並產出回執
  • 針對確切的暫存樹檢查範圍、密鑰安全、風險與合併就緒度
  • 評估 Agent 體驗、建議模型等級並產生 agent harness
  • 跨多個儲存庫產出工作區報告
適用情境
適合讓助理在真實儲存庫中改程式,同時希望取得確定性、離線的變更影響與合併就緒證據,而不是依賴模型自我判斷的情境。它與既有 agent 主機並行運作,而非取代它們。
執行需求
以本機 stdio 程序執行,通常透過 npx 加上套件名稱與 mcp 參數啟動,或全域安裝後以 install 指令接入。需要 Node.js 與本機 Git 儲存庫;不需帳號、API 金鑰或託管服務。僅支援桌面主機。
安裝前請注意
檢查會讀取暫存 Git 樹與變更內容,包含密鑰路徑與憑證值檢查,因此會在本機檢視儲存庫內容。本機檢查通過明確不等於核准合併,託管 CI、程式碼審查與人工發布決定仍各自獨立。另有選用的線上或託管功能,與本機核心分開說明。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Òtítọ́,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

Solumbe

Models generate the change. Solumbe proves whether it is safe to merge.

Formerly Òtítọ́ (@bashbop/otito), renamed in 4.0.0; the CHANGELOG maps every old name to its new one.

[CI] [npm] [license: MIT] [node] [Listed on mcpservers.org] [Solumbe MCP server – quality and maintenance score on Glama]

[solumbe demo]

[Solumbe MCP server – quality and maintenance score on Glama]

Solumbe is a local-first, deterministic, model-agnostic trust layer for AI-assisted development. It builds task-aware repository context before an agent edits, scores how much a change actually touches, and gates merge readiness against the exact staged tree, with no server, no account, and no code leaving the machine.

It does not replace Claude Code, Codex, Cursor, Gemini, or any native agent harness. It runs beside them and keeps working as the models change underneath.

A passing local gate is never an automatic merge approval: hosted CI, GitHub review, CODEOWNERS, and the human release decision remain separate authorities.

Install

bash
npm install -g @bashbop/solumbesolumbe doctorsolumbe install --host all

The last command connects Solumbe's MCP server to every agent host it finds: Claude Code, Claude Desktop, Codex CLI, Cursor, VS Code, Gemini CLI and Kimi Code CLI. Add --dry-run to see the plan first, or name hosts with --host claude-code,cursor. Restart each host afterwards.

Or without installing: npx -y @bashbop/solumbe doctor.

What it does

Rank what a change actually touches, from the request alone, with no model, no embeddings, and no network:

console
$ solumbe impact . "add refund handling to checkout" --top 3
  concepts: money flow
   1.  src/payment/checkout.service.ts    score 155       |- role: required       |- path matches: checkout       |- symbol matches: checkout, refund       |- concept match: money flow (×1.4 + 6.0)       |- risk: money flow
   2.  src/payment/stripe.webhook.ts    score 6       |- role: advisory       |- concept match: money flow (×1.4 + 6.0)

Gate the exact staged tree, and say precisely why:

console
$ solumbe gate . --staged --base origin/main --request "add refund handling to checkout" --min-convergence 80
  [OK]    Changed files          1 changed file found.  [OK]    Staged snapshot        Changed-file scope and convergence evidence are captured from the exact staged Git tree.     |- Tree: 7d0b513dd256877d6bd309a6406468a9b1eaeedc     |- Base: b776f04fcfbd02c8ce8d63e1a0c2450be58de039  [OK]    Secret safety          No secret file paths and no credential values found in the changed content.  [WARN]  Risk review            Risk-sensitive files changed; maintainer review should be explicit.     |- src/payment/checkout.service.ts  [OK]    Convergence            Task and diff satisfy the convergence requirement.     |- Score: 100/100 (aligned)     |- Receipt handle: rcpt_a8d31efae06e     |- Subject tree: 7d0b513dd256877d6bd309a6406468a9b1eaeedc
  VERDICT  WARN

The convergence score is the part a model cannot grade for itself: it compares the stated intent against the files the diff actually changed, and produces a receipt bound to the exact base, parent, and staged-tree identity.

Hold the change to what was declared. Record the files a request is expected to touch before the edit, and the gate names any file that was never declared:

console
$ solumbe declare . "add refund handling to checkout"$ # ... the agent edits ...$ solumbe gate . --staged --base HEAD --intent .solumbe/intent.json
  [FAIL]  Scope contract         Touched `src/auth/session.ts`, which was never declared. Amend the intent with the reason it belongs (`solumbe amend <file> --reason "<why>"`), or take it out of the change.     |- Request: "add refund handling to checkout"     |- Contract: fe655c2af2b31b7e3edec6aedd248b379235811d1228c829f87ff73796ace487     |- Changed files: 3 (1 declared, 0 amended, 1 implied, 1 undeclared)     |- Implied: tests/checkout.service.test.ts (owner-test of src/payment/checkout.service.ts)     |- Undeclared on a risk-sensitive path: src/auth/session.ts [auth/security]

An amendment adds a file with its reason, hashed onto the contract, so a reviewer reads why the scope grew. Over MCP it is change_impact with declare: true, and review_gate with intent.

The core

Four commands are the product. They call no model, open no socket, and read nothing outside the repository.

StepCommandWhat it proves
Before the editsolumbe context "add refund handling" --path .Which files, tests and commands the request needs
After the editsolumbe converge . "add refund handling" --base origin/main --stagedHow far the diff is from the request, with a receipt
Before the mergesolumbe gate . --staged --base origin/main --request "add refund handling"PASS / WARN / FAIL on the exact staged tree
After the mergesolumbe attest . --verdict verdict.json --merge <sha>A hash-chained record of what shipped, under which verdict

solumbe help shows these and how to set up; solumbe help --all lists every command, including the ones that support them (impact, declare, pr, review, map, calibrate, route, ax, dashboard and the rest). Nothing was removed.

Nothing hosted is required, and nothing hosted can change a verdict. Local Core, Optional Hosted lists exactly what the optional pieces send, and where.

Supporting commands

GoalCommand
Rank change blast radiussolumbe impact . "add refund handling" --top 12
Score intent vs. executionsolumbe converge "add refunds" --path . --base HEAD --staged
Score a committed change exactlysolumbe converge "add refunds" --path . --base HEAD~1 --head HEAD
Gate a product change across repossolumbe workspace-gate ../web ../api --request "ship change"
Grade risk flags against historysolumbe calibrate . --window 30
Grade route tiers against historysolumbe regret . --window 30 --offline
Regrade a saved run, same answerssolumbe regret --rescore run.json
Score Agent Experiencesolumbe ax . "add a new MCP tool"
Recommend a model tiersolumbe route . "add a new MCP tool"
Sharpen context with a model readsolumbe context "add a new MCP tool" --path . --online
Inspect one reposolumbe repo . --json
Build a code mapsolumbe map . --json
Index and search local projectssolumbe index ~/projects --discover then solumbe search "events controller"
Generate an agent harnesssolumbe harness . --out .solumbe/harness.md
Run the MCP serversolumbe mcp

Every command takes --json, and solumbe help lists the full set with flags.

MCP

Solumbe ships a stdio MCP server exposing 14 tools: repo_inspect, repo_map, repo_index, repo_search, context_pack, change_impact, agent_experience, model_route, convergence_score, review_context, review_gate, review_verdict, workspace_report, and repo_harness.

json
{  "mcpServers": {    "solumbe": {      "command": "npx",      "args": ["-y", "@bashbop/solumbe", "mcp"]    }  }}

solumbe install --host all writes this entry for you, using absolute paths so hosts that do not inherit your shell PATH can still start it. Published in the MCP Registry as io.github.BASHBOP/solumbe. Repo-map lookups use an external per-user cache and never write into the inspected repository. Host-specific setup for Claude Code, Claude Desktop, Codex, Cursor, VS Code, Gemini CLI, and Kimi Code is in MCP and Agent Workflows.

How it compares

ApproachStrengthsWhere solumbe differs
Sourcegraph / Cody contextPowerful hosted code search and embedding-based context across an orgLocal-first and deterministic: no server, no account, no code leaves the machine, and the same query always yields the same packet
Hand-written CLAUDE.md / rules filesCurated, intent-rich guidanceHand-written context goes stale; solumbe regenerates context from the actual code (symbols, imports, routes, tests) on every run and complements a short CLAUDE.md
grep / ripgrepFast, universal text matchingsolumbe ranks whole files by task intent across paths, symbols, exports, and tests, then adds patterns and validation commands, producing a context packet rather than a list of matching lines

Documentation

Full command reference, agent workflows, release process, evaluation method, and the design theses behind the trust layer:

bashbop.github.io/solumbe

Contributing

bash
git clone https://github.com/BASHBOP/solumbe.gitcd solumbe && npm ci && npm run ci

npm run ci is the full gate: format, lint, typecheck, version check, tests, coverage floors (70% lines / 60% branches / 75% functions), three evaluation corpora, dependency audit, and a packaged-tarball smoke test. Run it before requesting review.

Start with CONTRIBUTING.md and the Code of Conduct. All changes need maintainer review; main requires passing gates and resolved conversations. Solumbe follows Semantic Versioning, so say whether a PR is no-impact, patch, minor, or major.


Part of the toolchain

solumbe is one of four tools that form a deterministic trust layer for AI-assisted development. Each uses static analysis to answer a question people keep handing to an LLM.

  • solumbe (this tool), for context: what does this change actually touch?
  • tieline, for contracts: did the front end and back end quietly stop agreeing?
  • bouncer, for compliance: could you defend this to Ofcom?
  • aiglare, for governance: where can the model do something you can't undo?

More at segunolumbe.com. static analysis, never the model.

來源:README.md,提交 02eaad0

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

11
  1. v3.5.0最新Sep 30, 2026
  2. v3.4.0Sep 29, 2026
  3. v3.3.0Sep 27, 2026
  4. v3.2.0Sep 27, 2026
  5. v3.1.0Sep 26, 2026
  6. v3.0.0Sep 26, 2026
  7. v1.15.0Sep 23, 2026
  8. v1.14.0Sep 20, 2026
  9. v1.12.0Sep 20, 2026
  10. v1.11.0Sep 19, 2026
  11. v1.10.1Sep 16, 2026

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