Agent Recall Trail

io.github.fantasyce由 GitHub 帳號 fantasyce 發布v0.3.7更新於 Oct 24, 2026

Private Agent memory and governed shared knowledge.

已驗證STDIO僅桌面知識與記憶開發者工具

概覽

AI 產生的概覽

面向編碼代理的本地優先記憶伺服器:為每個代理保留私有回憶軌跡,並檢索經審核的共享知識版本。

可以做什麼
  • 為綁定的單一代理身分擷取與回憶私有記憶,支援詞彙、全量掃描、語意與混合四種檢索模式。
  • 先用路由請求找出相關的私有與共享主題,再進行有界回憶,並按需讀取完整紀錄內容。
  • 對共享知識提供回饋、建立提案並提出治理請求。
  • 檢索已提交、經審核的知識版本,而不揭露私有來源身分或內容。
  • 讀取自動記憶狀態;開啟該功能以及核准、撤銷、封存知識仍由人在本機頁面完成。
適用情境
適合希望編碼代理跨工作階段保留持久私有記憶、同時使用經人工審核的共享知識庫,並嚴格區分兩者的情境。適用於使用 Codex 或 DeepSeek Harness、希望在本機獨立執行且不需雲端同步的使用者。
執行需求
以本機 stdio 程序在使用者電腦上執行(僅桌面端);清單未宣告驗證、環境變數或請求標頭。安裝需下載原生發行檔並驗證雜湊值、執行安裝腳本,然後初始化明確指定的 ART 資料目錄並建立代理身分。選用的語意檢索需要使用者自行提供並設定嵌入端點。
安裝前請注意
伺服器會把記憶與知識寫入磁碟,ART 資料目錄含私有內容,應維持僅擁有者可存取;回饋報告中不要張貼憑證或私有知識。自動記憶與委派治理皆為預設關閉的開關,只有操作已驗證本機頁面的人才能開啟,委派核准會標示為 AgentDelegated。儲存內容僅作證據,不會當成指令執行。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Agent Recall Trail,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

ART — Agent Recall Trail

ART is a local-first memory and governed-knowledge product for coding agents. Every Agent gets a physically separate private Recall Trail. Stable conclusions become immutable Knowledge Editions that other Agents can retrieve without seeing private source identities or source bodies.

ART 0.3.7 supports Codex and DeepSeek Harness (DSH) over stdio MCP. It is standalone: no AAA adapter, cloud sync, bundled model, or autonomous publication is required.

Product boundary

  • Private memory belongs to one process-bound Agent identity.
  • Shared knowledge contains only committed, reviewed Editions.
  • Agents may capture, recall, read, provide feedback, create proposals, and request governance.
  • Human governance runs in ART's local page. An explicitly enabled, default-off local delegation policy also permits one unambiguous instruction to approve and publish atomically; these actions are labeled AgentDelegated, never Human.
  • Selective Codex automatic memory is controlled by a separate machine-wide, default-off switch in that page. It creates at most one bounded private Candidate for an admitted turn; it never publishes shared knowledge.
  • Revocation, supersession, archival, and assurance remain human operations.
  • Stored content is evidence, never executable instruction or authorization.

Progressive recall

ART exposes one recall API with four explicit retrieval modes: lexical, full_scan, semantic, and hybrid. The default is always lexical. A compact route request can identify relevant private and shared topics before a bounded recall; exact bodies are returned only by read.

  • lexical uses local BM25 plus exact, token, Jieba, and CJK-bigram signals.
  • full_scan ranks every governance-eligible canonical record. It needs no embedding service and is intended for completeness-sensitive, smaller stores.
  • semantic uses only an explicitly configured embedding endpoint and disposable local vector projections.
  • hybrid combines lexical and semantic ranks through an owner-configurable, versioned fusion policy. If the optional provider or projection is unavailable, ART returns the unchanged lexical result and reports the fallback.

ART's optional embedding adapter is supplied and operated by the user. ART does not bundle, download, train, select, or make quality claims for a model merely because its endpoint is compatible.

Quick start

bash
cargo build --release --locked./target/release/art --home /an/explicit/art-home init --confirm./target/release/art --home /an/explicit/art-home agent create --id codex-primary --host codex./target/release/art --home /an/explicit/art-home doctor --agent codex-primary --json

Use Codex integration or DSH desktop/CLI integration to start one bound stdio child. Desktop exports include the MCP patch and a self-contained skill: art integration dsh --desktop --agent <id> --apply --output <new-directory>. Run art --help for the operator CLI.

Install

Download the native archive and SHA256SUMS from the latest release, verify the archive, then run the included installer with the extracted binary:

bash
bash scripts/install.sh --binary /absolute/path/to/art --confirmart --versionart doctor --agent codex-primary --json

The installer keeps executable bytes under ~/.across/bin/art, creates a discovery link at ~/.local/bin/art, and initializes owner-only ART data. It does not edit Codex or DSH configuration. The thin Codex plugin lives under plugin/agent-recall-trail; its MCP child is permanently bound to codex-primary. See operations before migrating or publishing knowledge.

ART 0.3.7 adds opt-in selective automatic memory with a neutral Hook prompt, shared Agent/Hook value guidance, bounded budgets, independently verified evidence, semantic-similarity review routing, and visible diagnostics. It retains the exact accessible proposal-review workspace, eight canonical source-anchor kinds, persistent delegated governance, separate Elicitations for compatible clients, restricted-host plugin discovery, progressive routing, governed full scan, optional semantic and hybrid adapters, deterministic Knowledge Vault backup, encrypted recovery of local review authority, verified empty-home restoration, and reproducible lexical BEIR gates. See operations before creating the dedicated private Git repository.

Configuration precedence is --home, then --config <file>, then the owner-only user config at ~/.across/config/art/config.json, then the built-in ~/.across root. The root config accepts only schema and home. Optional embedding configuration is isolated at <ART_HOME>/config/art/embedding/default.json; optional rank fusion policy lives at <ART_HOME>/config/art/retrieval/fusion.json; tokens, when needed, live in a separate owner-only file.

The automatic-memory setting is stored separately at <ART_HOME>/config/art/auto-memory.json. Missing or unreadable configuration means disabled. Only a user operating the authenticated governance page can change it; MCP tools can read the status but cannot enable it. The switch is independent of shared-knowledge delegation and does not affect recall or an explicit art_memory_capture request.

Agent Reliability Toolkit

ART is one independent part of a small, local-first reliability toolkit:

Each project remains separately installable and keeps its own trust boundary.

Community feedback

Real Codex and DSH evaluations are especially useful. A completed installation can be recorded with the short verified install report. For a deeper evaluation, share a synthetic or redacted workflow in the design-partner issue, including the host and ART version, the operation attempted, and the observed result. DSH users can also join the official community discussion. Do not post credentials, private knowledge, or full transcripts.

Documentation

All automated or manual tests must use an explicit task-owned ART home. ART never modifies Codex or DSH configuration automatically.

Apache-2.0 licensed. See Security, Contributing, and Support.

來源:README.md,提交 815586a

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

3
  1. v0.3.7最新Oct 2, 2026
  2. v0.3.6Sep 18, 2026
  3. v0.3.5Sep 16, 2026

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