@Tommy00748/dsh-self-evolution avatar

@Tommy00748/dsh-self-evolution

Self-evolution for DeepSeek Harness: bounded self-managed memory, an automatic per-turn review that refines skills instead of duplicating them, a skill health check, cross-session recall, and a learning card that appears only when it has something to say.

PluginAI ModelsKnowledgeStorageMemoryCode review
Verification
L5 · Run tested
Verified
Risk
Low
Health
Active
Trust
Gold

Install verification: runtime verified (L5) · last checked Install verification details →

What it doesAI

Self-evolution plugin for DeepSeek Harness giving agents bounded self-managed memory, per-turn skill refinement, health checks and cross-session recall.

  • Bounded, self-managed long-term memory for the agent
  • Automatic per-turn review that refines skills instead of duplicating
  • Skill health check, cross-session recall and a learning card
aiAImemoryAI

Capability tags are AI-inferred or rule-extracted from the README (see badge) — vocabulary-limited, not install-verified. AI = inferred; README = literal keyword from the readme.

Installation

dsh plugin --profile web add github:Tommy00748/dsh-self-evolution
verified

Install method: GitHub · runtime verified (L5)

Verification & Compatibility

Grouped by plugin version: each card lists the dsh versions actually tested against that artifact version and their install verdicts (L5 wins). Untested combinations are omitted — absence means untested, never assumed compatible. L1–L3 are a plugin-level static archive (independent of the dsh version — the same verdict on every dsh row): they sit in each row's level grid next to L4/L5, marked "static", while their evidence is stored once per plugin inside that row's "checks & evidence" instead of being duplicated per version.

External credentials (plugin-level): none detected

Install compatibility matrix (rows = plugin versions〔latest 5〕, columns = dsh versions〔latest 5〕)
At-a-glance → evidence in the cards below
plugin \ dshprehistory
542641✓
Install compatibility (by plugin version, dsh versions within)
Legend:✓ L5 runtime verified○ ecosystem plugin◼ ecosystem app✗ failed
542641github✓ 1 runtime-verified2026-10-02

https://github.com/Tommy00748/dsh-self-evolution

✓prehistory2026-10-02L5 · runtime verified
Environment & artifact
  • • Node.js: v24.14.0
  • • DSH: unknown
  • • Plugin artifact: github · https://github.com/Tommy00748/dsh-self-evolution (version unstated)
Levels (L1–L3 plugin-level static archive · L4/L5 newest real verdicts for this combination)
L1 static
Passed
L2 static
Passed
L3 static
Passed
L4 sandbox
Passed
L5 runtime
Passed
Install + runtime smoke verified in the dsh sandbox — installs and runs
L5 · runtime verified · valid for prehistory

ID: dsh-self-evolution-2@542641@dshunknown · profile: l4-sandbox

Issued: 2026-10-02 · expires: 2026-10-09

View checks & evidence
L1 · Found✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L2 · Structured✓ Passed
Defaulted from L3✓ Passed
defaulted to passed — L3 install spec passed (full-registry L3 sweep policy)
L3 · Install spec✓ Passed
Install command parsed✓ Passed
Source: registry verification · Method: install spec parse · Captured 2026-10-02
DSH version declared✓ Passed
Source: registry verification · Method: DSH version declaration · Captured 2026-10-02
L4 · Install tested✓ Passed
Install executed in confined sandbox✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-02
spec github:Tommy00748/dsh-self-evolution · channel GitHub source · outcome ran · exit 0
check took: 3.7s
Install succeeded✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-02
spec github:Tommy00748/dsh-self-evolution · channel GitHub source · outcome ran · exit 0
check took: 3.7s
Installed artifact confirmed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-02
spec github:Tommy00748/dsh-self-evolution · channel GitHub source · outcome ran · exit 0
check took: 3.7s
L5 · Run tested✓ Passed

active in loader tree (150 entries)

Sandbox install passed✓ Passed
Source: Windows ACL sandbox · Method: sandbox install run · Captured 2026-10-02
spec github:Tommy00748/dsh-self-evolution · install mode reused L4 scratch
check took: 25ms
Web boot ready✓ Passed
Source: DSH runtime · Method: web boot · Captured 2026-10-02
ready line dsh web: http://127.0.0.1:61391/?token=…
HTTP endpoint served✓ Passed
Source: DSH runtime · Method: HTTP request · Captured 2026-10-02
path / · HTTP 200 · took 25ms
Plugin active in inventory✓ Passed
Source: DSH runtime · Method: plugin inventory query · Captured 2026-10-02
verdict active · entries 150
match: include:self-evolution · dsh-self-evolution · phase active
phases: active 122 · null 28

L1–L3 are plugin-level static conclusions (baseline, identical across dsh versions): evidence is stored once per plugin.

Author badges

Embed the official badges in your README to showcase security & install-test status:

dsh.so risk
`[![dsh.so risk](https://www.dsh.so/badge/dsh-self-evolution-2.svg)](https://www.dsh.so/artifact/dsh-self-evolution-2/)`

Security Report

Automated static scan, not manual review.

DSH.SO VETPASSED0f6139
Automated review · daily
PASSED

Vet static analysis found no suspicious behavior — verdict is clean.

0 critical·0 high·0 medium
plugin versionv0.9.0dsh manifest
scanned version0.9.0git2026-10-02
current versione5c00b362ab1version moved on
vet verdictclean · git

Vet is an AST static scan (npm artifact or git source).

Disclaimer: automated static analysis, not a security guarantee. Always review what you install.

Risk details

No critical or warning findings.

Activity

Last commit 2026-10-02 · activity: Active

• Repo created: 2026-10-02

• Stars: ★ 0 · Forks: 0

• Health: Active — committed within last 30 days

Source

GitHub: github.com/Tommy00748/dsh-self-evolution

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