federation-sync — for Claude Code federation-sync, EngramR, community, for Claude Code, ide skills, Cross-Vault, Federation, Synchronize, claims, hypotheses

v1.0.0

Sobre este Skill

Perfeito para Agentes de IA que necessitam de sincronização de conhecimento descentralizada e geração de hipóteses competitivas entre cofres peer. Resumo localizado: Synchronize claims and hypotheses with peer vaults via shared exchange directory # /federation-sync -- Cross-Vault Federation Agent Synchronize claims and hypotheses between peer vaults using a shared exchange directory. This AI agent skill supports Claude Code, Cursor, and

Recursos

/federation-sync -- Cross-Vault Federation Agent
Synchronize claims and hypotheses between peer vaults using a shared
exchange directory. Respects trust levels and quarantine policies.
Implements file-based federation exchange as described in ops/federation.yaml.
No server infrastructure required -- peers share a directory (git repo,

# Tópicos principais

achousal achousal
[1]
[0]
Atualizado: 3/15/2026

Skill Overview

Start with fit, limitations, and setup before diving into the repository.

Perfeito para Agentes de IA que necessitam de sincronização de conhecimento descentralizada e geração de hipóteses competitivas entre cofres peer. Resumo localizado: Synchronize claims and hypotheses with peer vaults via shared exchange directory # /federation-sync -- Cross-Vault Federation Agent Synchronize claims and hypotheses between peer vaults using a shared exchange directory. This AI agent skill supports Claude Code, Cursor, and

Por que usar essa habilidade

Habilita os agentes a sincronizarem alegações e hipóteses entre cofres peer usando um diretório de troca compartilhado, respeitando níveis de confiança e políticas de quarentena, e implementando troca de federação baseada em arquivos como descrito em ops/federation.yaml, sem necessidade de

Melhor para

Perfeito para Agentes de IA que necessitam de sincronização de conhecimento descentralizada e geração de hipóteses competitivas entre cofres peer.

Casos de Uso Práticos for federation-sync

Sincronizando alegações em vários cofres
Gerando hipóteses competitivas entre agentes peer
Respeitando níveis de confiança e políticas de quarentena durante a troca de conhecimento

! Segurança e Limitações

  • Requer acesso a diretório compartilhado (repositório git, unidade compartilhada ou volume montado)
  • Sem suporte a infraestrutura de servidor
  • Dependente da configuração de ops/federation.yaml

About The Source

The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.

Demo Labs

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ e etapas de instalação

These questions and steps mirror the structured data on this page for better search understanding.

? Perguntas frequentes

O que é federation-sync?

Perfeito para Agentes de IA que necessitam de sincronização de conhecimento descentralizada e geração de hipóteses competitivas entre cofres peer. Resumo localizado: Synchronize claims and hypotheses with peer vaults via shared exchange directory # /federation-sync -- Cross-Vault Federation Agent Synchronize claims and hypotheses between peer vaults using a shared exchange directory. This AI agent skill supports Claude Code, Cursor, and

Como instalar federation-sync?

Execute o comando: npx killer-skills add achousal/EngramR/federation-sync. Ele funciona com Cursor, Windsurf, VS Code, Claude Code e mais de 19 outros IDEs.

Quais são os casos de uso de federation-sync?

Os principais casos de uso incluem: Sincronizando alegações em vários cofres, Gerando hipóteses competitivas entre agentes peer, Respeitando níveis de confiança e políticas de quarentena durante a troca de conhecimento.

Quais IDEs são compatíveis com federation-sync?

Esta skill é compatível com Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use a CLI do Killer-Skills para uma instalação unificada.

federation-sync tem limitações?

Requer acesso a diretório compartilhado (repositório git, unidade compartilhada ou volume montado). Sem suporte a infraestrutura de servidor. Dependente da configuração de ops/federation.yaml.

Como instalar este skill

  1. 1. Abra o terminal

    Abra o terminal ou linha de comando no diretório do projeto.

  2. 2. Execute o comando de instalação

    Execute: npx killer-skills add achousal/EngramR/federation-sync. A CLI detectará sua IDE ou agente automaticamente e configurará a skill.

  3. 3. Comece a usar o skill

    O skill já está ativo. Seu agente de IA pode usar federation-sync imediatamente no projeto atual.

! Source Notes

This page is still useful for installation and source reference. Before using it, compare the fit, limitations, and upstream repository notes above.

Upstream Repository Material

The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.

Upstream Source

federation-sync

Install federation-sync, an AI agent skill for AI agent workflows and automation. Explore features, use cases, limitations, and setup guidance.

SKILL.md
Readonly
Upstream Repository Material
The section below is adapted from the upstream repository. Use it as supporting material alongside the fit, use-case, and installation summary on this page.
Upstream Source

/federation-sync -- Cross-Vault Federation Agent

Synchronize claims and hypotheses between peer vaults using a shared exchange directory. Respects trust levels and quarantine policies.

Architecture

Implements file-based federation exchange as described in ops/federation.yaml. No server infrastructure required -- peers share a directory (git repo, shared drive, or mounted volume).

Vault paths

  • Config: ops/federation.yaml
  • Claims: notes/ (export source), imported claims also go here
  • Hypotheses: _research/hypotheses/ (export + import)
  • Exchange dir: configured in ops/federation.yaml under sync.exchange_dir

Code

  • _code/src/engram_r/claim_exchange.py -- export_claims(), import_claims()
  • _code/src/engram_r/hypothesis_exchange.py -- export_hypotheses(), import_hypotheses()
  • _code/src/engram_r/federation_config.py -- load_federation_config()

Exchange directory structure

exchange_dir/
  {vault_id}/
    claims.yaml          -- exported claims from this vault
    hypotheses.yaml      -- exported hypotheses from this vault
    manifest.yaml        -- vault identity + export timestamp

Workflow

  1. Read ops/federation.yaml to get federation config.
  2. If federation is disabled, exit with message.
  3. Validate exchange directory exists and is writable.

Export phase

  1. Export claims from notes/ according to export policy:
    • Filter by confidence levels in export.claims.filter_confidence
    • Limit to export.claims.max_per_sync
    • Strip wiki-links (not portable across vaults)
  2. Export hypotheses from _research/hypotheses/ according to export policy:
    • Filter by export.hypotheses.min_elo
    • Limit to export.hypotheses.max_per_sync
  3. Write exports to exchange_dir/{vault_id}/claims.yaml and hypotheses.yaml.
  4. Write a manifest.yaml with vault identity and export timestamp.

Import phase

  1. List peer directories in the exchange dir (any dir that is not this vault's).
  2. For each peer: a. Read their manifest.yaml to identify the peer. b. Check trust level in federation.yaml peers config. c. If untrusted (and default trust is untrusted), skip with log message. d. If verified or full:
    • Import claims: import_claims() with quarantine based on trust level.
    • Import hypotheses: import_hypotheses() with federated Elo fields.
  3. Write sync summary to ops/daemon-inbox.md:
    • Claims exported / imported per peer
    • Hypotheses exported / imported per peer
    • Peers skipped (untrusted)

Trust levels

LevelClaimsHypothesesQuarantineFederated Tournament
fullAcceptAcceptNoYes
verifiedAcceptAcceptYesYes
untrustedRejectRejectN/ANo

Safety rules

  • NEVER import from peers whose trust level blocks import.
  • ALWAYS quarantine verified-peer imports (unless quarantine is disabled globally).
  • NEVER overwrite existing notes during import (use overwrite=False).
  • NEVER export private/quarantined notes.
  • Log every import/export action for provenance.

Federated Elo

Imported hypotheses get:

  • elo_federated: 1200 (starting federated rating)
  • elo_source: {original_elo} (informational, from source vault)
  • matches_federated: 0
  • matches_source: {original_matches}

The /tournament --federated mode updates elo_federated (not elo), keeping local and federated rankings separate.

Daemon integration

The daemon scheduler checks ops/federation.yaml for:

  • enabled: true -- master switch
  • sync.exchange_dir -- must be non-empty

When both conditions are met, the scheduler includes federation-sync in the P3.5 priority tier (after background tasks, before idle).

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