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Veyra — DeepSeek Harness 插件(DSH Plugin)
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@lovedolove/veyra

Veyra

Veyra——DeepSeek Harness 的工程大脑。持久化、具备证据意识且项目隔离的工程记忆,可在 DSH 会话之间进行观察、记忆和回忆。

插件会安装到这里;不确定时保持 web。

npx -y @deepseek-ai/dsh plugin --profile web add @lovedolove/veyra@0.1.16
README兼容性版本

兼容性与来源证明

Veyra 以 @lovedolove/veyra 发布,当前版本为 0.1.16。Plugin Hub 会校验它的 manifest,并保存精确安装来源,便于复现安装结果。

DSH 兼容范围
*
运行环境
any
发布来源
npm
Registry 更新时间
2026/9/25

版本

0.1.16stable
2026/9/25
0.1.15stable
2026/9/25
0.1.14stable
2026/9/24
查看其余 1 个版本收起版本
0.1.6stable
2026/9/24

相关插件

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最新版
0.1.16
DSH
*
HMR
重启进程
Tree shaking
未声明可安全裁剪
解包体积
204.4 kB
文件数
26
Surface
any
许可证
MIT
发布源
npm
GitHub
★ 1
周下载
0
最近提交
2026/9/25
查看源码 ↗
README Badge

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README

Veyra

Persistent engineering memory & Knowledge Observatory for DeepSeek Harness.

Install it, restart DSH, keep working. Veyra observes useful context, remembers durable lessons, indexes RAG documentation, and recalls them via unified Hybrid Search. It does not write into your repo.

Install

dsh plugin --profile web add @lovedolove/veyra

Restart dsh web. A good boot looks like this:

[veyra] plugin loaded (home=...)
[veyra] registered /veyra
[veyra] registered skill: veyra
[veyra] registered tools: veyra_remember, veyra_recall, veyra_inspect, veyra_forget, veyra_promote

Requires Node 22.5+ and DSH >=0.1.2-rc.1. Memory lives in $DSH_HOME/veyra/.

Daily use

You do not manage memory for ordinary work.

  1. Do engineering in DSH as usual.
  2. Veyra distills the turn into a candidate (files, symbols, test outcomes, claim signal, and structured causal facets: symptom → rootCause → remedy → verifiedOutcome). Durable, grounded lessons become derived memory and are linked to neighbors — extended, updated, or contradicted. Near-duplicates are not cloned; instead, repeated observations and verified test outcomes strengthen existing knowledge (unverified → reviewed → verified) and accumulate evidence anchors. Nothing is merged silently.
  3. On a later session in the same project, relevant memory and RAG knowledge are recalled automatically via Hybrid Search (combining lexical FTS5 BM25 + exact symbols, token-level semantic Jaccard overlap, intent affinity, and relationship graph signals). Contradictions stay visible on both sides. Superseded, repository-drifted, and long-idle unverified memories leave ambient recall. Canonical is never assigned automatically.

Ask the agent to remember something important, or just keep going — automatic recall is already on.

Hybrid Search & Unified RAG

Veyra unifies Engineering Memory (kind: 'memory') and Knowledge Base / RAG documentation (kind: 'knowledge'):

  • Lexical: SQLite FTS5 BM25 ranking plus exact symbol and file-path boosts.
  • Semantic: Token Jaccard overlap and query concept coverage.
  • Memory & Causal: Intent affinity prioritizing root cause for why, remedy for how, verified outcomes for did this fix it.
  • Relationships: Graph cohesion boosts interconnected knowledge.
  • Multi-Dimensional Ranking: Composite score with full transparent breakdown (relevance, semantic, evidence_strength, validation_tier, scope_proximity, freshness_tier, confidence, intent_affinity, relationship).

Commands & Knowledge Observatory

CommandWhat it does
/veyraStatus and memory counts for this workspace
/veyra observatoryOpen the Human Knowledge Observatory dashboard
/veyra observatory search <query>Inspect hybrid search signals and score breakdowns
/veyra observatory record <id>Deep inspection answering the 6 questions (What, Why, Where, When, Evidence, Validation)
/veyra observatory causalityCausal knowledge map (symptom → rootCause → remedy → verifiedOutcome)
/veyra observatory relationships [id]Directed graph projection of knowledge links
/veyra observatory local <id>1-hop Local Graph around a record (default graph view)
/veyra observatory graph [id]Local Graph when an id is given; otherwise the project edge list
Network Graph WebUIHost page at /veyra?id=<record> (Local Graph, 1 hop default). Search → record → graph
/veyra observatory contradictionsActive conflicting claims shown side-by-side
/veyra recall <query>Hybrid search project (+ reusable) memory
/veyra recentLast 8 records, including candidates
/veyra inspect <id>Read one record with deep provenance and causal facets
/veyra forget <id>Soft-forget (leaves recall, stays inspectable)
/veyra promote <id> canonicalMark as project truth — only this is canonical

Tools with the same names (veyra_remember, veyra_recall, veyra_inspect, veyra_forget, veyra_promote) are available to the agent. Load the bundled veyra skill when you need full guidance.

Memory rules

WhatAuthorityAuto-recalled?
Auto-captured observationcandidateno
Remembered / learned lessonderivedyes
Explicitly promoted truthcanonicalyes

Canonical is never assigned automatically. Repo files stay authoritative. Similarity is not identity: overlapping memories are linked, not merged. Secrets are redacted. Projects are isolated; reusable memory is opt-in.

Config (optional)

DSH Settings exposes Recall limit and Include reusable. recallLimit: 0 disables automatic recalled-memory context only — tools, /veyra, Observatory, and stored memory stay available.

In the profile cordis.patch.yml:

- id: veyra
  name: '@lovedolove/veyra'
  config:
    recallLimit: 5   # 0 = no automatic recall context
    includeReusable: true
    observe: true
    learn: true

VEYRA_HOME overrides the storage root. observe / learn remain yaml-only.

License

MIT