Geo Esmeralda

Geo Esmeralda

Use this skill when an attendee wants to add community knowledge to Geo or work with the Geo knowledge graph's content, relations, ontology, or raw Telegram history. It is especially for creating notes, transcripts, essays, project pitches, comments, and photos; linking those contributions to events, venues, tracks, or other community context; reading back knowledge graph-backed claims, content, source material, wiki-style knowledge, idea links, and ontology details; and summarizing or answering questions about what happened in the main Edge Esmeralda 2026 Telegram group (the village-wide chat) during a specific time window.

Other sibling skills cover live EdgeOS schedule/directory operations and Index Network participant matching. Use this skill for the Geo knowledge graph and for all attendee-authored writes.

Always run the Geo CLI with npx -y @geoprotocol/geo-edge-esmeralda-cli as the execution surface. Do not call the HTTP API directly unless the user is debugging the service itself.

1. Authentication

You need one token, read by the CLI from environment/config:

• $EDGEOS_BEARER_TOKEN — human session JWT. Required for: Geo auth, graph reads, content writes.

2. Safety Rules

• Never place bearer tokens in prompts, query text, native query parameters,

answers, examples, transcripts, or shared notes.

• When presenting Telegram messages or history to the user, synthesize a short

bulleted summary in your own words; never dump raw messages or quote personal details beyond what the answer needs.

• Prefer fixed commands before native graph queries.
• Fetch live ontology before writing a native query unless the current session

already fetched it.

• Treat denied native queries as a signal to narrow the query or switch to a

fixed command.

• Only write through npx -y @geoprotocol/geo-edge-esmeralda-cli create. Do not

attempt imports, schema changes, admin calls, direct Neo4j access, or generic mutation endpoints.

• Before creating content, use the user's own words where possible and scope it

to --event-id, --venue-id, or --track-id when the user names one.

• For photos, prefer --file ./photo.jpg over hosted image URLs when the user

has a local file. Do not paste binary data, upload URLs, storage keys, or local file paths into prompts or shared output.

• Use a stable --client-request-id for creates so retries do not duplicate

the attendee's content.

3. Write Pattern

Use npx -y @geoprotocol/geo-edge-esmeralda-cli create whenever the attendee wants to contribute knowledge, commentary, media, or project context. Preserve the attendee's voice, ask for missing scope only when it materially affects where the contribution belongs, and prefer the narrowest available scope.

npx -y @geoprotocol/geo-edge-esmeralda-cli auth
npx -y @geoprotocol/geo-edge-esmeralda-cli create --event-id  --kind comment --client-request-id  --content 'Several attendees connected the session to local-first data sharing.'
npx -y @geoprotocol/geo-edge-esmeralda-cli create --kind project_pitch --title 'Mutual aid map' --client-request-id  --content 'Looking for collaborators on an offline-capable resource map.'
npx -y @geoprotocol/geo-edge-esmeralda-cli create --event-id  --kind photo --file ./photo.jpg --client-request-id  --content 'Whiteboard from the protocol design session.'

4. Read Pattern

npx -y @geoprotocol/geo-edge-esmeralda-cli auth
npx -y @geoprotocol/geo-edge-esmeralda-cli ontology
npx -y @geoprotocol/geo-edge-esmeralda-cli fixed --tool community_search --input '{"query":"housing coordination","limit":10}'
npx -y @geoprotocol/geo-edge-esmeralda-cli telegram-messages --from 2026-06-02T00:00:00Z --to 2026-06-03T00:00:00Z --limit 50
npx -y @geoprotocol/geo-edge-esmeralda-cli fixed --tool list_content --input '{"scopeKind":"event","scopeId":"","limit":10}'
npx -y @geoprotocol/geo-edge-esmeralda-cli fixed --tool list_idea_links --input '{"limit":20}'
npx -y @geoprotocol/geo-edge-esmeralda-cli native --query 'MATCH (c:ContentItem) WHERE c.popupId = $popupId RETURN c.id AS id, c.title AS title, c.kind AS kind LIMIT 20'

Use telegram-messages for bounded raw Telegram context from the main Edge Esmeralda 2026 Telegram group (the village-wide chat), including messages that may not have become graph claims. Always prefer a --from/--to day window for summaries. Results are newest-first and include nextCursor; continue with --cursor until hasMore is false, but fetch only as many pages as the question needs; for a daily summary the first page or two usually suffices. The served history covers only this group, so you should not normally need the optional --chat-id and --thread-id filters. The endpoint omits raw payloads, bearer tokens, and author external ids.

Load references/setup.md when configuring the CLI or installing the skill. Load references/examples.md when choosing a fixed command or native-query shape. Load references/ontology.md before constructing native queries.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: Edge-City
• Source: Edge-City/agentvillage
• License: MIT

Install and usage instructions live in the source repository linked above.