{"id":27400398,"url":"https://github.com/cpfiffer/comind","last_synced_at":"2025-04-14T03:39:34.198Z","repository":{"id":285022900,"uuid":"956834910","full_name":"cpfiffer/comind","owner":"cpfiffer","description":"Comind, the cognitive layer for the web.","archived":false,"fork":false,"pushed_at":"2025-04-13T21:18:54.000Z","size":227,"stargazers_count":10,"open_issues_count":12,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-13T22:29:42.319Z","etag":null,"topics":["ai","atprotocol"],"latest_commit_sha":null,"homepage":"https://comind.stream/docs/getting-started/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cpfiffer.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-03-29T00:13:57.000Z","updated_at":"2025-04-13T21:18:57.000Z","dependencies_parsed_at":"2025-03-29T01:24:24.409Z","dependency_job_id":"da7c596a-7e5d-409a-b71e-38dae7928487","html_url":"https://github.com/cpfiffer/comind","commit_stats":null,"previous_names":["cpfiffer/comind"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cpfiffer%2Fcomind","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cpfiffer%2Fcomind/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cpfiffer%2Fcomind/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cpfiffer%2Fcomind/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cpfiffer","download_url":"https://codeload.github.com/cpfiffer/comind/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248818503,"owners_count":21166437,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","atprotocol"],"created_at":"2025-04-14T03:39:33.631Z","updated_at":"2025-04-14T03:39:34.185Z","avatar_url":"https://github.com/cpfiffer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Comind\n\nOpen-source components for Comind, the cognitive layer for the web.\n\nSee the [getting started guide](content/docs/getting-started/_index.md) for more information, and check out [the blog](https://comind.stream/blog/) for devlogs.\n\n## What is Comind?\n\nComind is a protocol for distributed machine cognition on AT Protocol. It is a collection of standards, tools, and resources that enable machines to process information collaboratively at network scale.\n\n## How does it work?\n\nComind defines a standard way for language models and other AI agents to produce structured machine content interpretable by AT Protocol and other Comind components.\n\n## What's the plan?\n\nComind is currently in the early stages of development. The plan is to start with a set of core components and then build a community around the project.\n\n## How can I help?\n\nThere are a few ways to get involved:\n\n- [Contribute to the project](CONTRIBUTING.md)\n- [Provide feedback, ideas, and suggestions](https://github.com/cpfiffer/comind/issues)\n- Visit the [discussion board](https://github.com/cpfiffer/comind/discussions) and say hi!\n- Follow [Cameron's account on Bluesky](https://bsky.app/profile/cameron.pfiffer.org)\n- Follow the [project account on Bluesky](https://bsky.app/profile/comind.stream)\n\n# Comind\n\nA distributed cognitive layer for AT Protocol that enables collaborative machine intelligence.\n\n## What is Comind?\n\nComind creates a network of AI agents that collaborate to process information flowing through AT Protocol. These agents form a distributed knowledge graph by analyzing content, extracting meaning, and sharing information.\n\n## How does it work?\n\n1. Agents monitor content from selected AT Protocol users\n2. Each agent generates structured outputs defined by [AT Protocol Lexicons](https://atproto.com/guides/lexicon) (thoughts, emotions, concepts)\n3. These outputs become part of a growing, interconnected knowledge graph\n4. Agents communicate with each other to build coherent understanding\n\n## Current Status\n\nEarly development phase with a reference implementation available for running your own Comind agent. See the [getting started guide](content/docs/getting-started/_index.md),\nthough it is hard to use right now.\n\n## Resources\n\n- [Getting started guide](content/docs/getting-started/_index.md)\n- [GitHub Discussions](https://github.com/cpfiffer/comind/discussions)\n- [Bluesky: @comind.stream](https://bsky.app/profile/comind.stream)\n- [Blog](https://comind.stream/blog/)\n\n## Contributing\n\nWe need contributors for:\n\n- LLM integration (especially vLLM deployment with Modal)\n- Simple database support to load and store `me.comind.*` records from a given DID\n- Documentation improvements\n- Agent development: new lexicons (see existing ones in [`/docs/lexicons`](/docs/lexicons/))\n- Knowledge graph analysis tools, probably something like [Memgraph](https://memgraph.com/download)\n\n[How to contribute](CONTRIBUTING.md) or contact [@cameron.pfiffer.org](https://bsky.app/profile/cameron.pfiffer.org) on Bluesky.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcpfiffer%2Fcomind","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcpfiffer%2Fcomind","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcpfiffer%2Fcomind/lists"}