DecRec

io.decrec由 decrec.io 發布官方發布者v2026.9.1更新於 Oct 24, 2026

Decision memory for AI agents: record, revisit, and resolve consequential choices.

已驗證Streamable HTTP可網頁執行效率與工作流知識與記憶

概覽

AI 產生的概覽

遠端決策記憶服務,讓 AI 助理跨對話、跨代理記錄、檢索、重訪並確認關鍵決策。

可以做什麼
  • 在決策節點檢索並回顧已記錄的決策
  • 建立、更新與封存含理由與替代方案的決策記錄
  • 提交與確認決策,由人來做出承諾
  • 在 Claude、ChatGPT、Cursor、Codex 等代理之間共用同一份決策記錄
  • 搭配配套技能,判斷何時該回顧或記錄決策
適用情境
適合同時使用多個代理或長期專案時,讓新的助理了解先前決策的原因;也適合把關鍵分岔點保存為持久記錄,而不是留在對話紀錄裡。
執行需求
需要連線到 decrec.io/mcp 的遠端 MCP 端點(streamable HTTP),並以 OAuth 登入授權。未宣告任何套件或環境變數。部分用戶端以外掛或技能包方式安裝,其他用戶端需手動加入 MCP 連接器。
安裝前請注意
OAuth 授權後伺服器可存取你的帳號,並會儲存帳號電子郵件、組織成員身分以及你選擇記錄的決策內容。決策記錄會寫入第三方共用系統,請勿記錄敏感資訊。README 說明代理只負責準備記錄,由人來確認決策。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 DecRec,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.decrec%2Fdecrec/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "decrec": {
      "type": "http",
      "url": "https://decrec.io/mcp"
    }
  }
}

README

DecRec

AI explores. You decide. DecRec remembers.

Shared decision memory across Claude, ChatGPT, Cursor, Codex, and other agents.

[ChatGPT records DEC-8; Cursor recalls it three weeks later.]


Install · Docs · How it works · Why decisions · What the Skill does · What we learned · Privacy


Install in 30 seconds

This package is an Agent Plugin: a skill plus the DecRec MCP server.

In Cursor

Type this in the chat input as a slash command:

text
/add-plugin decrec@https://github.com/decrec-io/decrec-plugin

Or Settings → Customize → Plugins and install from that GitHub repo.

In Claude Code

text
/plugin marketplace add decrec-io/decrec-plugin/plugin install decrec@decrec

In Codex CLI

text
codex plugin marketplace add decrec-io/decrec-plugincodex plugin add decrec@decrec

All clients →


Your agent forgot. DecRec didn't.

3 weeks ago — ChatGPT

Keep accounts single-user until we validate team demand.

✓ Committed as DEC-8

Today — Cursor, fresh conversation

Before changing the account model: DEC-8 deliberately kept accounts single-user while validating demand. Want to revisit it?

One decision. Any agent.


How it works

MCP gives the agent access to decisions. The Skill teaches it when those decisions matter.

text
Agent  ├─ Skill → judgment: when decisions matter  └─ MCP   → durable decision state               ↕             DecRec
LayerRole
SkillJudgment: what counts as a decision, when to recall, when to capture, when to stop.
MCPDurable state: search, create, update, admit, commit, and archive decisions.
DecRecThe shared system of record across chats and agents.

Tools without the skill still write; the skill without tools cannot persist across agents.


Why decisions, not everything?

DecRec remembers decisions, not AI output. Agents can prepare and surface records; a human commits the decision.

Your agent already has access to code, chats, docs, and project context. DecRec doesn't try to remember all of it.

It keeps the smaller set of choices that constrain future work:

  • what you chose
  • why
  • what you considered
  • who committed it
  • what would justify revisiting it

The goal isn't more context. It's giving a fresh agent the reasoning behind decisions already made.


What the Skill does

  • Stay in scope — don't advance past what was asked (no catalog → shape → update → explore → admit → commit chain unless requested).

  • Recall — search only at a decision boundary (consequential choice that constrains later work). Never before ordinary coding.

  • Capture — offer once when a consequential fork settles; never auto-create; never interrupt trivia.

  • Humans commit — the agent can prepare and surface records, but it does not place commitments.

Full protocol: skills/decrec/SKILL.md. Exploration prompts: skills/decrec/explore-prompts.md.

Try it

After install, allow the MCP connection, then paste one of these into a new conversation:

Live choice
text
Should we [option A] or [option B]?
Work through it from more than one side, then record the decision in DecRec.

Or substitute any real decision you're working through.

A thread
text
Here is a [Slack thread / meeting notes]. What is worth recording in DecRec? Don't record until I pick.
[paste]
Already picked
text
We picked [option A] over [option B]. Record that decision in DecRec.

Install

ClientStart here
CursorSlash command below, or Settings → Plugins
Claude Code/plugin marketplace add
Codex CLIcodex plugin marketplace add
Claude (Web and Desktop)Add marketplace decrec-io/decrec-plugin
ChatGPTWork: marketplace plugin. Chat: MCP + skill zip
VS CodeCommand Palette → Chat: Install Plugin From Source
OtherCopy skill files + MCP connector

Cursor

Type this in the chat input as a slash command:

text
/add-plugin decrec@https://github.com/decrec-io/decrec-plugin

Or Settings → Customize → Plugins and install from that GitHub repo.

Claude Code

text
/plugin marketplace add decrec-io/decrec-plugin/plugin install decrec@decrec

Codex CLI

text
codex plugin marketplace add decrec-io/decrec-plugincodex plugin add decrec@decrec

Claude (Web and Desktop)

Same path on both. Skill and MCP come with the plugin.

  1. Customize → Plugins → Add → Add marketplace
  2. URL: decrec-io/decrec-plugin
  3. Sync → select DecRec → Install
  4. Allow when asked.

ChatGPT

Desktop (Work)

Marketplace plugin. Does not run in Chat.

  1. Open Plugins → Add → Add a marketplace.
  2. Source: decrec-io/decrec-plugin
  3. Add marketplace, then install decrec.
  4. Allow when asked. Start a new Work conversation.
Web and Desktop (Chat)

Marketplace plugin does not run here. Add MCP and the skill on chatgpt.com.

MCP (tools only — no skill):

  1. Plugins → +
  2. Connection: Server URL
  3. URL: https://decrec.io/mcp
  4. Create. Allow when asked. Start a new conversation.

Skill:

  1. Download ZIP from the GitHub repo
  2. Plugins → Skills → + → upload that zip

VS Code

Command Palette (Cmd+Shift+P / Ctrl+Shift+P), then:

text
Chat: Install Plugin From Source

Paste the GitHub URL and press Enter:

text
https://github.com/decrec-io/decrec-plugin

Other

Copy skills/decrec/*.md (SKILL.md and explore-prompts.md) into your client's skill directory. Add an MCP connector to https://decrec.io/mcp.


What we learned teaching agents when to remember

Useful even if you never use DecRec. Steal these for your own agent skills.

1. Capture only when all three hold

Alternatives (≥2 paths), consequence (constrains later work), future relevance (someone will ask why).

2. Don't advance past the ask

Match the stage they requested; stop there.

3. Recall only at a decision boundary

Not before ordinary coding, bugfixes, or implementing an already-chosen approach.

4. Fail-fast and branch on error codes

locked, in_flight, and pin_mismatch mean stop (or reload). Don't infer from the chat and retry.

5. Isolated role passes

Explore from clean contexts; the agent synthesizes options, the agent does not commit.

6. No invented facts

Don't invent stack, vendors, tenancy, or business metrics the brief doesn't state.

See skills/decrec/SKILL.md for the full rules.


Privacy

This plugin connects to the remote MCP server at https://decrec.io/mcp (OAuth). DecRec stores account email, organization membership, and decision content you choose to record. Details: Terms & data policy. Support: [email protected].

來源:README.md,提交 2ae471b

工具

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版本歷史

1
  1. v2026.9.1最新Sep 16, 2026

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