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.
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
在 SourceWeft 中
- 開啟 儀表板中的 DecRec,將其新增到工作區。
- 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。
- 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。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:
Or Settings → Customize → Plugins and install from that GitHub repo.
In Claude Code
In Codex CLI
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.
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
Or substitute any real decision you're working through.
A thread
Already picked
Install
Cursor
Type this in the chat input as a slash command:
Or Settings → Customize → Plugins and install from that GitHub repo.
Claude Code
Codex CLI
Claude (Web and Desktop)
Same path on both. Skill and MCP come with the plugin.
- Customize → Plugins → Add → Add marketplace
- URL:
decrec-io/decrec-plugin - Sync → select DecRec → Install
- Allow when asked.
ChatGPT
Desktop (Work)
Marketplace plugin. Does not run in Chat.
- Open Plugins → Add → Add a marketplace.
- Source:
decrec-io/decrec-plugin - Add marketplace, then install decrec.
- 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):
- Plugins → +
- Connection: Server URL
- URL:
https://decrec.io/mcp - Create. Allow when asked. Start a new conversation.
Skill:
- Download ZIP from the GitHub repo
- Plugins → Skills → + → upload that zip
VS Code
Command Palette (Cmd+Shift+P / Ctrl+Shift+P), then:
Paste the GitHub URL and press Enter:
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
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0版本歷史
1- v2026.9.1最新Sep 16, 2026
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