{"id":51181499,"url":"https://github.com/coderrob/agentics","last_synced_at":"2026-06-27T07:03:19.786Z","repository":{"id":354578702,"uuid":"1217597586","full_name":"Coderrob/agentics","owner":"Coderrob","description":"GitHub Agentic Workflows","archived":false,"fork":false,"pushed_at":"2026-04-29T05:31:09.000Z","size":292,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-04-29T07:23:40.780Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Coderrob.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-04-22T03:26:17.000Z","updated_at":"2026-04-29T05:31:12.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/Coderrob/agentics","commit_stats":null,"previous_names":["coderrob/agentics"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/Coderrob/agentics","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coderrob%2Fagentics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coderrob%2Fagentics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coderrob%2Fagentics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coderrob%2Fagentics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Coderrob","download_url":"https://codeload.github.com/Coderrob/agentics/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coderrob%2Fagentics/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34844350,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-27T02:00:06.362Z","response_time":126,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2026-06-27T07:03:16.129Z","updated_at":"2026-06-27T07:03:19.781Z","avatar_url":"https://github.com/Coderrob.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Agentics Monorepo\n\nA TypeScript-first TurboRepo monorepo for building and refining agentic workflows with\nGitHub-integrated automation and AI-assisted optimization.\n\n## Project Overview\n\nThis repository provides:\n\n- A monorepo architecture for workflow development and refinement\n- A Commander.js CLI for refinement operations\n- Modular packages for core logic, orchestration, GitHub integration, and AI analysis\n- GitHub Actions for deterministic automation and GH-AW markdown for agentic automation\n- GitHub workflows, issue templates, and rulesets for governance\n\n## Monorepo Structure\n\n```text\n/apps\n  /cli\n/packages\n  /core\n  /agentics\n  /github\n  /ai\n/refinements\n/docs\n/workflows\n/.github\n  /workflows\n  /ISSUE_TEMPLATE\n  /rulesets\n```\n\n## Agentic Workflow Philosophy\n\n- Favor direct, deterministic tool invocation over repeated deliberation loops\n- Minimize unnecessary reasoning about tools, permissions, and state\n- Track optimization outcomes with measurable benchmark metrics\n\n## CLI Usage\n\n```bash\nnpm install\nnpm run cli -- refine run --workflow workflows/workflow-factory.md --run-id 1001\nnpm run cli -- refine analyze --conversation \"Reasoning about tool call\"\nnpm run cli -- refine extract --run-id 1001\n```\n\n## Refinement Lifecycle\n\n1. Compile workflow (`gh aw compile`)\n2. Execute workflow (`gh aw run`)\n3. Create `refinements/{run_id}` and download artifacts\n4. Extract `prompt.txt`, `conversation.txt`, and `usage.json`\n5. Analyze transcripts via AI provider abstraction (default: Ollama)\n6. Generate actionable tasks and benchmark improvements\n\n## Workflow Examples\n\n- `.github/workflows/context-cache.yml`\n- `.github/workflows/context-cache-effectiveness.yml`\n- `workflows/workflow-factory.md`\n\nReusable GH-AW markdown sources live in `/workflows`. Workflows used only by this repository live in\n`.github/workflows` as normal GitHub Actions YAML.\n\nInstall reusable GH-AW sources into a target repository by copying them to that repository's\n`.github/workflows/*.md`, then running `gh aw compile` there.\n\n## Performance Optimization Philosophy\n\nOptimization targets:\n\n- Token usage reduction\n- Tool call count reduction\n- Execution time reduction\n- Success-rate stability or improvement\n\n## Contributing\n\n1. Install dependencies: `npm install`\n2. Run tests: `npm test`\n3. Run type checks: `npm run typecheck`\n4. Open a pull request using issue templates and required checks\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoderrob%2Fagentics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcoderrob%2Fagentics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoderrob%2Fagentics/lists"}