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haoyuan-sjtu /

Deepseek-Harness-Lifelong-Agent

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A governed long-term memory core for AI agents, with technical-preview adapter contracts for DeepSeek Harness integration.

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READMESource: main@48fb0fab

DSH Governed Memory

中文

dsh-governed-memory is an opt-in, standalone DeepSeek Harness bundle. It contributes one Cordis host plugin through its own cordis.patch.yml; it is not a fork of Harness and ships no Harness source.

Install

Install the repository into a DSH profile, then restart that profile:

dsh plugin --profile web add https://github.com/haoyuan-sjtu/Deepseek-Harness-Lifelong-Agent.git

The installed package declares dsh.bundle.patch, so DSH adds its patch layer to the selected profile automatically. The same package can be installed in the headless profile by replacing web with headless.

Behavior

The bundle mounts one agent/pre-step waterfall listener. It calls next() first, then reads the registry and appends one plugin-sourced user message only when the registry selects one or more records. The DSH agent loop records the admitted message as an ordinary user/message event, including its source and rendered snapshot.

Records are stored in an atomic JSON registry. The plugin never registers a model-callable capture or promotion tool:

  • capture() always writes quarantine.
  • promote() requires a trusted host caller, explicit approval, and verified A/B evidence.
  • retrieval admits only promoted records that are in scope, allowed by privacy, not expired or review-due, non-conflicting, relevant, and within the token budget.
  • revoke() makes later retrieval deny the record.

The technical preview supports only local and project scopes. It rejects user and team configuration until the host provides identity, membership, and shared-storage authorization.

Configuration

The package's patch inserts this row. A profile or home cordis.patch.yml can replace the complete config object.

- id: governed-memory
  name: dsh-governed-memory
  config:
    registryPath: !!js process.env.DSH_GOVERNED_MEMORY_REGISTRY
    scope: project
    allowedPrivacy: [public, internal]
    tokenBudget: 512
    queryTags: []

registryPath defaults to $DSH_HOME/governed-memory.json when the environment variable is absent. The registry is written with mode 0600 and an atomic rename. Put it on local storage; this release does not provide backup deletion, multi-process locking, or shared-team access semantics.

Trusted host operations

At boot the plugin exposes its registry as ctx.governedMemory for another trusted host plugin in the same DSH process. It has no browser UI, HTTP endpoint, CLI command, or model tool; promotion therefore cannot be forged by a model request.

await ctx.governedMemory.capture(candidate, 'admin-ui')
await ctx.governedMemory.promote(candidate.id, true, 'admin-ui')
await ctx.governedMemory.revoke(candidate.id, 'admin-ui')

Every candidate needs id, text, scope, privacy, canonicalKey, tags, evidence, ISO-8601 createdAt / reviewBy / expiresAt, confidence between zero and one, and a positive maxTokens. Evidence entries require uri, locator, level (A, B, or C), and verified.

Verify a checkout

npm run check
npm pack --dry-run

The tests exercise waterfall delegation, persistent capture/promotion, model-message injection, disposal, and default denial for unsafe records.

Technical-preview limits

This is a local, single-process plugin. It has not completed a clean-profile installation test on every DSH release, a representative C0–C3 evaluation suite, backup deletion verification, or shared authorization. Do not store credentials, raw private transcripts, or material that cannot safely enter a model prompt.

License

MIT. See LICENSE.

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