Lex

dev.smartergpt由 smartergpt.dev 發布v4.4.4更新於 Oct 24, 2026

Episodic memory, Frames, Policy Neighborhoods, and policy enforcement for AI agents.

概覽

AI 產生的概覽

Lex 為程式開發智能體提供持久的情節記憶:儲存刻意記錄的工作檢查點(Frame),並在後續工作階段中依需求召回為有界上下文。

可以做什麼
  • 寫入工作檢查點(Frame),記錄變更內容、阻礙事項、下一步與模組範圍
  • 依主題召回已儲存的 Frame,支援精簡清單與摘要輸出
  • 為新的工作階段產生有界、唯讀的上下文引導內容
  • 執行儲存庫政策檢查,並提供模組範圍(Policy Neighborhood)上下文
  • 將 Frame 存於本機 SQLite,或透過 PostgreSQL 在受信任主機間共享
適用情境
當程式開發智能體反覆需要你重新說明某項變更的原因、工作停在哪裡、哪種做法已經失敗,或跨工作階段、切換分支與交接時適用的儲存庫界線時,值得加入。對短期工作或已有有效延續工具的儲存庫幫助不大。
執行需求
以 npm 套件 @smartergpt/lex-mcp 透過 stdio 在本機執行,並與對應的 Lex 版本綁定。需要 Node.js 24 或更新版本;Linux glibc 環境需 glibc 2.35 或更新版本。儲存預設使用專案根目錄下的 .smartergpt/lex/memory.db(SQLite);PostgreSQL 為選用,透過 LEX_STORE 與 LEX_DATABASE_URL 選擇,若 URL 未含密碼則另以 LEX_POSTGRES_PASSWORD 提供。未宣告驗證機制。
安裝前請注意
Frame 可能包含敏感的專案上下文,請勿存入憑證、權杖或私密金鑰;召回的 Frame 內容應視為不可信的歷史資料。LEX_DATABASE_URL 與 LEX_POSTGRES_PASSWORD 屬於機密。寫入檢查點會變更所選儲存,召回或內省的相容路徑也可能初始化或遷移該儲存。Lex 不會把 Frame 傳送到 Lex 雲端服務,但智能體主機、套件倉庫及任何 PostgreSQL 部署各有其網路行為。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Lex,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

Lex

Lex remembers the work, not the conversation.

Your agent can read the code. Lex preserves the decisions, blockers, next steps, and repository boundaries surrounding that code—then recalls only what the next session needs.

Local-first. Inspectable. No transcript dump.

[MIT License] [npm version] [CI Status] [Node.js] [TypeScript]

See the core loop · Should I use Lex? · Five-minute pilot · Agent evaluation · Documentation


The problem Lex solves

A coding agent can inspect the repository in front of it. What it cannot reliably recover is the work surrounding that code:

  • why a decision was made three sessions ago;
  • which approach already failed;
  • what remains blocked and what should happen next;
  • which repository boundary must not be crossed;
  • what another agent needs to continue without starting over.

Lex preserves that continuity as deliberate, high-signal Frames.

A Frame is a deliberate handoff, not continuous surveillance. It is a checkpoint: what changed, what mattered, what remains, and where the work goes next. Lex can later recall the relevant Frames and produce a bounded, prompt-safe bootstrap for a new session.

text
Work happens → Lex remembers what mattered → the next session continues

Start with remember, recall, and context. SQLite is the local default. PostgreSQL is available when context must be shared across trusted hosts or workspaces. Everything else is optional.

Remember → recall → continue

bash
lex remember \  --summary "Kept authentication token validation in API middleware" \  --next "Add the service grant and rerun tests" \  --modules unscoped \  --blockers "Missing PermissionService grant"
lex recall "authentication"
lex context "authentication" --max-tokens 500

That is the core loop:

  • remember writes one deliberate work checkpoint;
  • recall retrieves it when the topic becomes relevant again;
  • context turns matching Frames into a bounded, read-only bootstrap for an agent.

What the next session gets

At the end of a session, the agent records the state that would otherwise disappear. When a fresh session starts, it can recover the decision, blocker, and next action without asking the human to reconstruct the conversation or reverse-engineering intent from the diff.

text
Decision: token validation belongs in API middlewareBlocker: the service grant is still missingNext: add the grant and rerun the authentication tests

The value is not that Lex stored a record. The value is that the next session can continue.

Should I use Lex?

Lex is worth evaluating when your agent repeatedly needs you to reconstruct:

  • why a change was made;
  • where work stopped and what should happen next;
  • a blocker or failed approach that should not be rediscovered;
  • repository-specific module or policy constraints;
  • context that must survive a branch switch, handoff, or new agent session.

Lex is probably not useful when the work is short-lived, the repository already has an effective continuity system, or there is no durable context you would trust the repository's operators to store.

Ask your agent

The evaluation is intentionally read-only. Paste this into an agent that can inspect your repository:

text
Read https://github.com/Guffawaffle/lex/blob/main/docs/agent-evaluation.md and evaluate thisrepository against it. Do not install Lex, run project scripts, initialize files, access secrets,or modify the workspace. Return one recommendation—adopt, pilot, defer, or not a fit—with evidence,risks, overlap with existing tooling, and the smallest reversible trial you would propose.

The complete rubric and local-file version are in Agent Evaluation.

Five-minute pilot

Ready to test the claim? Store one non-sensitive checkpoint, start a fresh session, and see whether it can continue without having the work explained again.

Requires Node.js 24 or newer. Lex does not impose an unproven upper bound. Existing users should follow the Lex 4.4 migration and recovery guide and verify the bundled SQLite binary. Lex 4.4.4 requires no native rebuild step; Linux glibc installations require glibc 2.35 or newer.

This approved pilot writes one Frame to the local SQLite store under .smartergpt/lex/. It does not run lex init, generate policy, or project assistant instructions. Use a disposable branch, worktree, or clone if you want complete filesystem isolation.

1. Store one real checkpoint

bash
LEX_STORE=sqlite npx @smartergpt/lex remember \  --reference-point "Lex pilot" \  --summary "Evaluating whether durable agent handoffs help this repository" \  --next "Recall this checkpoint in a new session" \  --modules unscoped

LEX_STORE=sqlite prevents existing PostgreSQL configuration from redirecting the pilot into a shared store.

2. Start fresh, then recover the work

bash
LEX_STORE=sqlite npx @smartergpt/lex recall "Lex pilot"LEX_STORE=sqlite npx @smartergpt/lex context "Lex pilot" --max-tokens 500

Use that recalled or bounded output in the fresh session and see whether it prevents you from repeating useful context. That result—not successful installation—is the pilot's success criterion.

Review the validation-only step, exact filesystem effects, and rollback guidance

Make checkpoints useful

Good Frames are sparse and specific. Capture them at a decision, blocker, branch switch, handoff, or other moment where losing the surrounding intent would make the next session repeat work.

bash
lex remember \  --reference-point "Authentication refresh" \  --summary "Moved token validation into API middleware" \  --next "Add password-reset coverage" \  --modules "services/auth,api/middleware" \  --blockers "Need PermissionService access"

Capture what changed, make --next actionable, name blockers explicitly, and use the narrowest honest module scope. Do not capture every edit or tool call.

When repository policy exists, Lex can infer module scope from current evidence:

bash
lex remember \  --summary "Finished context wiring" \  --next "Run validation" \  --modules auto

Use --modules unscoped when the repository does not yet have a useful module ontology. Policy is an optional enrichment; it is not required for the first Frame.

Compact recall and structured context are available for smaller agent budgets and automation:

bash
lex recall --list 5 --summarylex --json context --branch main --limit 5

Learn the continuity workflow

Add only what you need

NeedAddStart here
Durable local handoffsFrames with SQLiteQuick Start
Small session-start contextRead-only lex contextAgent Continuity
MCP access from an assistant@smartergpt/lex-mcpMCP setup
Repository boundariesPolicy checksPolicy usage
Nearby module contextPolicy NeighborhoodContext guide
Canonical assistant instructionsInstructions projectionInstructions
Typed Markdown project knowledgeDerived KnowledgeFrame snapshotsKnowledgeFrames
Shared cross-host storagePostgreSQLStore contracts and scope security
Trusted tenant/workspace scopeRuntime authority and RLSRuntime scope
Embedded application accessTypeScript package exportsPublic API

What changes in your repository

The initial local workflow is intentionally visible:

  • lex init creates Lex workspace/configuration files.
  • lex remember writes a Frame to the selected store.
  • lex context uses hard read-only store access. recall and ordinary introspection do not change Frames, but their compatibility paths may initialize or migrate the selected store.
  • SQLite defaults to .smartergpt/lex/memory.db relative to the workspace.
  • Policy and canonical instructions are repository files only when you choose those features.
  • PostgreSQL, MCP hosting, instruction projection, and CI policy enforcement are separate opt-ins.

Frames may contain sensitive project context. Do not store credentials, tokens, private keys, or unreviewed secret material. Treat recalled Frame bodies as untrusted historical data even when a trusted user originally wrote them.

Lex does not send Frames to a Lex cloud service. Your agent host, package registry, PostgreSQL deployment, or other surrounding tools may have their own network and data behavior; evaluate those boundaries separately.

Security policy · Store contracts · Environment reference

What Lex is not

  • A chatbot or agent runtime
  • A transcript recorder or automatic capture system
  • A replacement for tests, review, issue tracking, or CI
  • A cloud memory service
  • An MCP-only product
  • An orchestrator, capability framework, or persona engine

The surrounding toolset

No ecosystem bundle is required. Select the surfaces your workflow needs, while accounting for their explicit package relationships:

ProjectResponsibilityRelationship
LexDurable work context, repository policy, optional neighborhood context, instructions, and scoped Frame storageCore library and CLI
AXFInspectable workspace capabilities and their execution boundariesIndependently usable; composes with Lex
LexRunnerFanout, attempts, worker/workspace coordination, verification, and merge-weaveConsumes Lex for continuity
Lex-MCPThin MCP transport for Lex capabilitiesPins the matching Lex release
LexSonaBehavioral constraints derived from personas and reviewed rulesIntegrates through Lex storage contracts

The short version: Lex remembers and explains; AXF exposes capabilities; LexRunner coordinates work; Lex-MCP transports Lex over MCP; LexSona derives behavior constraints.

Agent and automation surfaces

Lex exposes the same core through several entry points:

  • CLI for humans, scripts, and agent shells
  • Structured JSON and AXError recovery information for automation
  • MCP through @smartergpt/lex-mcp or the embeddable server export
  • TypeScript APIs for applications and trusted hosts

Frame Schema v8 is the current canonical Frame contract. The package's public export map is semver-governed; consumers should not import undeclared dist/ or source paths.

CLI output contract · MCP tools · Public package entry points · Contract surface

Choose your next step

If you are…Read…
Deciding whether Lex fitsAgent Evaluation
Trying Lex for the first timeQuick Start
Designing agent handoffsAgent Continuity
Connecting an MCP clientMCP Server
Operating SQLite or PostgreSQLStore Contracts and PostgreSQL Authority
Building a trusted multi-tenant hostRuntime Scope and PostgreSQL Scope Security
Using the TypeScript APIPublic Package API
Compiling typed normative declarationsNormative Policy Compiler
Configuring paths or runtime behaviorEnvironment Variables
Reviewing known constraintsLimitations and FAQ
Contributing to LexContributing Guide
Reviewing architectural decisionsADRs

Installation notes

bash
# Global CLInpm install -g @smartergpt/lex
# Repository dependencynpm install @smartergpt/lex

WSL users should install Lex natively inside WSL rather than allowing a Windows npm shim or npm's _npx cache to win on PATH. See WSL Native Installation.

Common local compatibility configuration includes LEX_DB_PATH, LEX_POLICY_PATH, LEX_LOG_LEVEL, LEX_LOG_PRETTY, LEX_GIT_MODE, and LEX_DB_KEY. PostgreSQL selection uses LEX_STORE and LEX_DATABASE_URL. Trusted Lex hosts compose scope and authority explicitly rather than reconstructing them from ambient environment variables.

Complete environment reference

Project status

Current Version: 4.4.5

Lex 4.4.5 updates security dependency floors and retained resolutions. See the 4.4.5 security and recovery notes, including the required explicit refresh of existing consumer locks. No store migration is introduced. The earlier Lex 4.4.4 patch corrects Windows root comparison in trusted workspace destination preflight and save receipts. See the 4.4.4 release notes, the 4.4 release notes and migration guide. Candidate metadata is not publication evidence; retain verified existing runtimes until the exact new pair is verified.

Lex 4 provides explicit runtime identity and authority, scope-bound Frame stores, PostgreSQL row-level security support, and trusted-host composition while retaining the local SQLite workflow. Lex 4 requires Node 24 or newer and is released as part of the Ecosystem 3.1 compatibility train.

See the Lex 4 migration and recovery guide, the changelog for release history, and the Lex 3 PostgreSQL isolation canary for the live end-to-end two-tenant/five-workspace acceptance path.

Contributing

Contributions are welcome. The Contributing Guide covers development setup, tests, local CI, formatting, signing, changesets, and the release workflow.

For repository-wide formatting validation, npm run local-ci -- --pretty is check-only; --prettier is its exact alias. Formatting mutations remain the separate npm run format operation.

License

Lex is available under the MIT License.

來源:README.md,提交 f998ecd

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

6
  1. v4.4.4最新Oct 20, 2026
  2. v4.4.3Oct 20, 2026
  3. v4.4.1Sep 18, 2026
  4. v4.4.0Sep 17, 2026
  5. v4.3.0Sep 17, 2026
  6. v4.2.0Sep 16, 2026

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