{"adoption": {"forks": 307, "observed_at": "2026-08-28T04:07:28.831584+00:00", "stars": 2899}, "canonical_url": "https://ross.abutalabs.com/products/mini-agi", "card": {"archived": false, "artifact_type": "application", "description": "MiniAGI is a simple general-purpose AI agent based on the OpenAI API.", "domain": ["artificial-intelligence", "large-language-models"], "enriched": true, "function": ["agent-framework", "llm-inference", "prompt-engineering"], "health_score": 20, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["muellerberndt/mini-agi"], "name": "muellerberndt/mini-agi", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2023-06-14T05:47:59+00:00", "repo": "muellerberndt/mini-agi", "stars": 2899, "tags": ["autonomous-agent", "gpt-4", "gpt-3", "openai-api", "agi", "chain-of-thought", "short-term-memory", "self-criticism", "ai-agents", "automation"], "topics": ["agent", "agi", "artificial-intelligence", "gpt-3", "gpt-4"], "urls": [], "use_cases": ["run an autonomous AI agent to complete objectives", "have GPT-4 execute Python code and shell commands automatically", "experiment with minimal agent architectures and prompting", "build a website or draw images from a natural language objective", "explore chain-of-thought reasoning with short-term memory summarization", "study self-criticism and inner monologue in LLM agents"], "what_it_is": "MiniAGI is a simple general-purpose autonomous AI agent built on the OpenAI API, compatible with GPT-3.5-Turbo and GPT-4. It combines a robust prompt with a minimal set of tools, chain-of-thought reasoning, short-term memory with summarization, inner monologue, and optional self-criticism.", "when_to_avoid": ["you need a production-grade agent framework with extensive integrations and plugins", "you cannot send data to third-party API providers like OpenAI", "you need an actively developed project with recent updates", "you require strict safety guarantees, since the agent may suggest harmful commands or code"], "when_to_choose": ["you want a minimal, readable codebase to learn how autonomous agents work", "you need a lightweight GPT-3.5/GPT-4 agent with a small toolset", "you want to experiment with agent prompting techniques like inner monologue and self-criticism"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/mini-agi", "repo": "muellerberndt/mini-agi", "role": "main", "score": 30}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.831584+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:35:11.660166+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fccd06b00c8f9481b86bd9b6ebfffeccd87ae1f73321fc24b0a07f8cc089701b", "fetched_at": "2026-08-28T04:07:28.831584+00:00", "kind": "readme", "missing": false, "url": "https://github.com/muellerberndt/mini-agi"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 88, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1237, "days_push": 1176, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 30, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}