Star200+

Scope Recall Hermes

STRONG · 80
Community indexed

Hermes Agent memory plugin/provider for scope-aware recall, SQLite truth, LanceDB semantic search, and hybrid retrieval.

Verified installs0
Stars205
Version1.0.0
Quality96/100 · Excellent
Trust80/100 · Review then install
Audit91/100 · Safe to try

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agent fit

CLI + Codex + Claude Code

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add 410979729/scope-recall-hermes

Maintenance

fresh

20d since push

Risk

Safe to try

Stars/forks activity: 205 stars, 18 forks; issue activity unavailable in current metadata

GitHub quality

205

96/100 Quality · 85/100 Trust

Coverage tags

CodingGitHub automationdatamemoryretrieval

Review notes

Stars/forks activity: 205 stars, 18 forks; issue activity unavailable in current metadata

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Excellent
96

High-confidence pick with strong adoption and healthy maintenance signals.

Trust

Review then install
80

Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.

Audit

Safe to try
91

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Use as the primary candidate after human or sandbox review.

PythonCodexClaude CodeCursorOpenAgentSkill CLI

Stars

205 GitHub stars

Repo activity

205 stars, 18 forks

Maintenance

20d since push

License

MIT

Install

npx skills add 410979729/scope-recall-hermes

Install safety

standard package or runtime install path

Permission surface

filesystem or document access, database access

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Low metadata risk

  • Stars/forks activity: 205 stars, 18 forks; issue activity unavailable in current metadata

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • RAG and knowledge workflows
  • general agent builders
  • builders willing to evaluate younger projects
  • Chunk documents

Suited agents

PythonCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add 410979729/scope-recall-hermes
Policy
review
Human review
yes

Trust and risk

Trust
80/100
Audit
91/100
Risk level
Safe to try

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add 410979729/scope-recall-hermes
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • Stars/forks activity: 205 stars, 18 forks; issue activity unavailable in current metadata
  • Production credentials, payments, or irreversible account changes without explicit human review

Alternative

Awesome Llm Apps

114.5K Stars

npx skills add Shubhamsaboo/awesome-llm-apps

Alternative

Hello Agents

59.5K Stars

npx skills add datawhalechina/hello-agents

Alternative

Llm App

59.3K Stars

npx skills add pathwaycom/llm-app

Alternative

Flowise

53.6K Stars

npx skills add FlowiseAI/Flowise

Agent safety v2

71/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

medium

Database access

Skill may inspect schemas, query databases, or work with persistent stores.

  • Stars/forks activity: 205 stars, 18 forks; issue activity unavailable in current metadata

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install 410979729-scope-recall-hermes

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Open JSON

/api/agent/resolve?task=Use%20Scope%20Recall%20Hermes%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Scope%20Recall%20Hermes%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/410979729-scope-recall-hermes/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Scope Recall Hermes in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Scope%20Recall%20Hermes%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/410979729-scope-recall-hermes/install
Install command: npx skills add 410979729/scope-recall-hermes
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/410979729-scope-recall-hermes/install

LLM text format

/api/skills/410979729-scope-recall-hermes/install?format=text

Find alternatives

/api/skills/search?q=Scope%20Recall%20Hermes&limit=3

Agent prompt

Use Scope Recall Hermes for this task. Review https://www.openagentskill.com/api/skills/410979729-scope-recall-hermes/install, then install with: npx skills add 410979729/scope-recall-hermes

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/410979729-scope-recall-hermes

LLM text

/api/registry/manifest/410979729-scope-recall-hermes?format=text

Install alias

/api/registry/install/410979729-scope-recall-hermes

Recommend

/api/registry/recommend?task=Use%20Scope%20Recall%20Hermes%20in%20an%20agent%20workflow&limit=3

Agent fit

99/100

RAG and knowledge

Use-case tags

RAG and knowledgeGitHub automationCoding agents

Platforms

Python

Audit report

Safe to try · 91/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Primary pick for RAG and knowledge

Use this as a leading candidate, then validate the README and install path in your own agent stack.

99
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

RAG and knowledge

Trust label

Production-ready

Install path

Command ready

Use when

  • RAG and knowledge workflows
  • general agent builders
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 96/100 quality profile
  • 19 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one RAG and knowledge task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Review then install

Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.

80
OpenAgentSkill Trust Score

GitHub adoption

INFO

205 GitHub stars

Stars/forks activity

CHECK

205 stars, 18 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

20d since push

License clarity

PASS

MIT

Good signals

  • Manually verified listing
  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Stars/forks activity: 205 stars, 18 forks; issue activity unavailable in current metadata
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Use as the primary candidate after human or sandbox review.

Quality profile

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

96
GitHub stars
205
Freshness
20d ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Workflow fit

Add it to a complete workflow

Ingest, retrieve, and cite

RAG knowledge base

A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Find, compare, and synthesize

Research report agent

A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.

Alternative shortlist

Compare before you install

Similar skills that may fit this task.

Compare all

Awesome Llm Apps

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

Adopt
Ready100
Quality100
Stars114.5K

Hello Agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Adopt
Ready100
Quality100
Stars59.5K

Llm App

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Adopt
Ready100
Quality100
Stars59.3K

Flowise

Build AI Agents, Visually

Adopt
Ready100
Quality100
Stars53.6K

Overview

# Scope Recall for Hermes

<div align="center">

**Hermes current-turn memory provider with journal-first semantic capture, durable recall, SQLite truth storage, and optional vector companions**

*Give Hermes durable memory that can follow the same user across windows/chats while keeping local scratch context from bleeding into the wrong place.*

Current-turn recall · Journal-first capture · Durable shared memory · Background digest · Local scratch scopes · SQLite truth · LanceDB/SQLite companion · Hybrid RRF retrieval

[![CI](https://github.com/410979729/scope-recall-hermes/actions/workflows/ci.yml/badge.svg)](https://github.com/410979729/scope-recall-hermes/actions/workflows/ci.yml) [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE) [![Hermes Plugin](https://img.shields.io/badge/Hermes-Memory%20Provider-blue)](https://hermes-agent.nousresearch.com/docs) [![Python](https://img.shields.io/badge/Python-3.11%2B-blue)](pyproject.toml) [![Storage](https://img.shields.io/badge/Storage-SQLite%20%2B%20Vector-orange)](DESIGN.md)

</div>

`scope-recall` is a Hermes local memory provider built for **current-turn recall** and **durable semantic memory**. Durable user/project/ops/memory facts are shared across windows/chats for the same user + agent identity; raw general turn captures stay local to the current chat/thread/session.

This repository, `scope-recall-hermes`, is the Hermes implementation. The Python distribution package is `hermes-scope-recall`, the Python import/package spelling is `scope_recall`, and the Hermes plugin ID/provider name remains `scope-recall` for runtime compatibility. The OpenClaw sibling implementation lives at [`scope-recall-openclaw`](https://github.com/410979729/scope-recall-openclaw).

Version `1.5.3` adds promoted-only profile lifecycle safety, candidate-memory promotion planning, graph-hygiene repair, and fail-closed vector-repair fallback handling while preserving the stable V1 commercial-governance line introduc

Platform compatibility

pythonFULL

Technical details

Version
1.0.0
License
MIT
Last updated
Aug 18, 2026
Published
Jun 26, 2026

Frameworks & tools

Python

Decision snapshot

Primary pick

99
Ready
Adopt
Stage

recent repository activity

Audit

Install review

Install and adoption review

91
Safe to try
Security
85/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Scope Recall Hermes, ready for a manual X post.

Curator note
Scope Recall Hermes: A Hermes agent memory provider for scope-aware recall with SQLite truth storage and LanceDB s...

205 stars

https://www.openagentskill.com/skills/410979729-scope-recall-hermes?ref=x
Open X draft
Optional reply with install command
Listing + install path for Scope Recall Hermes:
https://www.openagentskill.com/skills/410979729-scope-recall-hermes?ref=x

Install: npx skills add 410979729/scope-recall-hermes
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
410979729
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community indexed listing is attributed to 410979729 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/410979729-scope-recall-hermes?metric=listed&label=Listed)](https://www.openagentskill.com/skills/410979729-scope-recall-hermes)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/410979729-scope-recall-hermes?metric=trust&label=Trust)](https://www.openagentskill.com/skills/410979729-scope-recall-hermes)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/410979729-scope-recall-hermes?metric=audit&label=Audit)](https://www.openagentskill.com/skills/410979729-scope-recall-hermes/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/410979729-scope-recall-hermes?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/410979729-scope-recall-hermes)
Preview badge Open audit Creator kit

Author

4

410979729✓

@410979729

Tags

memoryretrievalsqlitevector-searchhermes

Health signals

GitHub stars
205
Quality score
60/100
Last GitHub push
Aug 1, 2026
Framework hints
1
OpenAgentSkill views
18
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Review then install

80
  • GitHub adoption205 GitHub starsINFO
  • Stars/forks activity205 stars, 18 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance20d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskdatabase surfacePASS

Related skills

Awesome Llm Apps

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

114.5K Stars

Hello Agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

59.5K Stars

Llm App

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

59.3K Stars

Flowise

Build AI Agents, Visually

53.6K Stars
InstallView on GitHub