GainForest

Identify species from photos and coach users on photo quality. Use when a user sends a photo of a plant, animal, fungus, or other organism. Handles the full observation flow: identification, quality coaching, multi-photo accumulation, and content filtering (only wild species are publishable).

Generate AudioMoth configuration chimes. Use when the user mentions AudioMoth, wants to set up a bioacoustic recorder, deploy a sound monitor, or asks for a configuration chime. The chime encodes timestamp, GPS location, and deployment ID at 18kHz carrier frequency.

Detect AudioMoth SD cards connected to the machine and upload their bioacoustic recordings to the community ATProto PDS. Use when the user asks about SD cards, AudioMoth recordings, uploading audio data, or checking if recording devices are ready to sync.

Create hypercerts (impact certificates) to document conservation projects, community initiatives, and environmental work. Use when users want to record project-level impact — not individual species observations.

Create a new organization on the gainforest.id network. Use when users want to set up their community, NGO, or conservation project as an organization. Tainá guides them through a natural conversation, extracting info from voice notes and messages.

Keep Tainá replies, generated labels, and charts in the user's preferred language. Use when building prompts or language-handling logic for the agent session.

Search for species observed near a location using iNaturalist data

Get weather conditions and forecasts. Use when the user asks about weather, temperature, rain, wind, or wants to plan field work or outdoor activities. Provides current conditions and a 3-day forecast for any location.

Query the Hypercerts Hyperindex GraphQL indexer for ATProto hypercert records. Use when consumers need GraphQL queries, filters, pagination, sorting, or workflows for org.hypercerts.* and app.certified.* records on api.indexer.hypercerts.dev or dev.api.indexer.hypercerts.dev.

Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.

Deploy the Hyperindex frontend and backend to Railway. Use this skill when the user asks to deploy, redeploy, or update the production services on Railway.

Fetch open CodeRabbit AI review comments from a GitHub PR, verify which comments are actual current issues, and summarize only confirmed issues.

Implement ATProto OAuth authentication in a Next.js App Router application using gainforest-sdk-nextjs. Use when adding login, logout, session management, or authentication flows that integrate with GainForest, Hypercerts, or ATProto PDSes (climateai.org, gainforest.id).

How to vote in a quadratic-voting funding round — spend 100 voice credits across proposals knowing effective votes are the square root of credits. Load whenever you are asked to allocate voice credits.

How to act as a funding recommender in an S-Process round — construct honest marginal value functions (MVFs) for each proposal through your own values. Load whenever you are asked to evaluate proposals with MVF curves.

Build AT Protocol apps that read and write group-owned records through the Certified Group Service (CGS). Use when an app needs shared, role-gated control of a single atproto account — registering or importing a group, adding/removing members, setting roles, creating/updating/deleting records in the group's repo, uploading blobs, querying the audit log, or issuing API keys for a backend daemon. Triggers: "group account", "shared atproto repo", "certified group service", "app.certified.group.*", "atproto-proxy to a group", "X-API-Key cgsk_".

Authoritative Simocracy navigation reference — URL patterns for sims/proposals/gatherings/decisions/comments, ATProto indexer endpoints, AT-URI shapes, simocracy.org page slugs, and common workflows for finding records. Load this skill whenever the user asks about Simocracy data or how to navigate simocracy.org. Live canonical source is https://www.simocracy.org/skill.md.

Create changeset files to document user-facing changes in PRs. Use when adding features, fixing bugs, changing UI, adding pages/routes, modifying API endpoints, or any change that affects the application's behavior or appearance.