Real Skill packageSource verifiedClawHub registry

engram

Local associative memory graph for an OpenClaw workspace, shipped as a set of CLI scripts: engram.py (store/recall/msgctx/task ledger over SQLite+FTS+embeddings), engram-migrate.py (markdown to nodes), engram-serve.py and bq.py (optional warm daemon over a Unix socket), embeddings.py (ONNX e5 vectors), engram-backup.py (nightly SQLite backup with retention), engram-sleep.py (nightly consolidation, optional local-Ollama distillation), engram-maintenance.py and engram-hygiene.py (dedupe/orphan/archive tiering), engr…

Identity and source

Publisher attributionWietse Stienstraregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 61% rule confidence
Package forminstruction with code24 recorded files
Canonical sourceClawHub registryclawhub:wstienstra:engram
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/23/2026.claude/skills/engram

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/23/2026.agents/skills/engram

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/23/2026skills/engram

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @wstienstra/engram
clawhub inspect @wstienstra/engram --version 1.2.2

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
partial text content
Files
23 / 24 inspected as text
Checked
9/23/2026, 1:28:05 PM
Scanner
0.1.3
Policy
1.0.3
5 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
2 dependency and API indicators
  • api: clawhub.ai
  • api: github.com
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/22/2026, 4:28:38 PM
Release binding
Matches this record
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:406454b49353151cbbc1d35d976758b9eb1ef31efdedd5af4599efd2d77599e5
Show up to 24 recorded paths
  • CHANGELOG.md
  • docs/measurement.md
  • engine/aliases.example.json
  • engine/bpconfig.py
  • engine/bq.py
  • engine/embeddings.py
  • engine/engram-aliases.py
  • engine/engram-backup.py
  • engine/engram-battery.py
  • engine/engram-hygiene.py
  • engine/engram-maintenance.py
  • engine/engram-migrate.py
  • engine/engram-rewire.py
  • engine/engram-seed-battery.py
  • engine/engram-serve.py
  • engine/engram-sleep.py
  • engine/engram-uninstall.py
  • engine/engram.py
  • install.sh
  • LICENSE
  • README.md
  • skill-card.md
  • SKILL.md
  • templates/engram.json

Source changelog

- Improved SKILL.md documentation with clearer descriptions of features, commands, and installation flow. - Expanded explanations of migration, backup, nightly consolidation, maintenance, hygiene, and task ledger features. - Added details on degradation pathways when optional dependencies (numpy, onnxruntime, flashrank, ollama) are missing. - Documented all engine files and their purposes in a comprehensive table. - Clarified security: only local shell execution and optional localhost Ollama calls; no external network access. - Updated usage examples and guidance for common commands and workflows.