{"id":29201836,"url":"https://github.com/pythonicforge/neuro-schema","last_synced_at":"2025-07-02T12:07:31.343Z","repository":{"id":300828626,"uuid":"1007168380","full_name":"pythonicforge/neuro-schema","owner":"pythonicforge","description":"💡 A modular framework for building self-learning, self-evolving AI agents — blending identity, memory, behavior, and introspection into one neuro-inspired system.","archived":false,"fork":false,"pushed_at":"2025-06-23T19:53:41.000Z","size":13,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-23T20:39:12.009Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/pythonicforge.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"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":"2025-06-23T15:07:06.000Z","updated_at":"2025-06-23T19:53:44.000Z","dependencies_parsed_at":"2025-06-23T20:50:17.943Z","dependency_job_id":null,"html_url":"https://github.com/pythonicforge/neuro-schema","commit_stats":null,"previous_names":["pythonicforge/neuro-schema"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/pythonicforge/neuro-schema","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonicforge%2Fneuro-schema","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonicforge%2Fneuro-schema/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonicforge%2Fneuro-schema/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonicforge%2Fneuro-schema/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pythonicforge","download_url":"https://codeload.github.com/pythonicforge/neuro-schema/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonicforge%2Fneuro-schema/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263137419,"owners_count":23419298,"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":[],"created_at":"2025-07-02T12:07:26.444Z","updated_at":"2025-07-02T12:07:31.330Z","avatar_url":"https://github.com/pythonicforge.png","language":"Python","readme":"#  Neuro-Schema\n\nNeuro-Schema is an experimental framework for building **self-learning, self-evolving AI agents** with a soul-like structure.\n\nInspired by cognitive architectures and modular intelligence, this system fuses the following key components:\n\n- **Core Identity Matrix** — defines the agent’s personality, values, and core constraints.\n- **Memory System** — captures and organizes lived experiences as events.\n- **Behavioral Policy Engine** — decides how the agent acts, rooted in identity and memory.\n- **Self-Evolution Layer** — enables safe, sandboxed code/config updates during \"rest cycles\".\n- **Metacognition Module** — allows the agent to reflect on its own performance and guide self-improvement.\n\n\u003cbr/\u003e\n\n## What This Is\n\nA playground for:\n\n- Building toy agents with personality and memory.\n- Experimenting with self-modifying architectures.\n- Designing sandboxed safety layers and guardrails.\n- Embedding reasoning and introspection into agents.\n- Running nightly rest cycles for personalization \u0026 learning.\n\n\u003cbr/\u003e\n\n## Vision\n\nThink of this like the “React.js for self-learning AI.”\n\nJust like React helped developers build reactive UIs by abstracting the hard parts, **Neuro-Schema is meant to give you a structured, modular baseline for building AI agents that evolve over time** — safely, intentionally, and transparently.\n\nThis is the beginning of a framework where:\n\n\u003e _“An agent doesn't just respond… it grows.”_\n\n\u003cbr/\u003e\n\n## Current Status\n\n- [x] **Prototype phase** — core modules being scaffolded and stubbed.  \n- [ ] First working agent loop with Identity, Memory, and basic Policy is live. (coming soon)\n\n\u003cbr/\u003e\n\n## Why This Matters\n\nWe’re entering a world of personalized AI. But most systems today are static, fragile, and unreflective.\n\n**Neuro-Schema is an effort to imagine what comes next**:  \nAgents that can remember, reflect, evolve, and stay grounded in their values — like digital minds with their own inner compass.\n\n\u003cbr/\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpythonicforge%2Fneuro-schema","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpythonicforge%2Fneuro-schema","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpythonicforge%2Fneuro-schema/lists"}