{"id":43354687,"url":"https://github.com/aget-framework/template-analyst-aget","last_synced_at":"2026-06-07T00:01:06.849Z","repository":{"id":331812226,"uuid":"1124604930","full_name":"aget-framework/template-analyst-aget","owner":"aget-framework","description":"Analytical template for data analysis and insights - Extends Advisor archetype","archived":false,"fork":false,"pushed_at":"2026-05-30T21:50:00.000Z","size":324,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-30T23:19:27.581Z","etag":null,"topics":["agent-governance","aget-framework","ai-agents","cli","python","template"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aget-framework.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":"governance/CHARTER.md","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":"2025-12-29T09:50:36.000Z","updated_at":"2026-05-30T21:49:20.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/aget-framework/template-analyst-aget","commit_stats":null,"previous_names":["aget-framework/template-analyst-aget"],"tags_count":19,"template":false,"template_full_name":null,"purl":"pkg:github/aget-framework/template-analyst-aget","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aget-framework%2Ftemplate-analyst-aget","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aget-framework%2Ftemplate-analyst-aget/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aget-framework%2Ftemplate-analyst-aget/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aget-framework%2Ftemplate-analyst-aget/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aget-framework","download_url":"https://codeload.github.com/aget-framework/template-analyst-aget/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aget-framework%2Ftemplate-analyst-aget/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34003814,"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":"2026-06-06T02:00:07.033Z","response_time":107,"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":["agent-governance","aget-framework","ai-agents","cli","python","template"],"created_at":"2026-02-02T02:36:04.258Z","updated_at":"2026-06-07T00:01:06.774Z","avatar_url":"https://github.com/aget-framework.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Template: Analyst Agent\n\n\u003e Transform data into insights with analysis and reporting capabilities\n\n**Version**: v3.12.0 | **Archetype**: Analyst | **Skills**: 2 specialized + 15 universal\n\n---\n\n## Why Analyst?\n\nThe Analyst archetype turns **data into actionable insights**. Unlike generic data tools, analyst agents provide:\n\n- **Pattern discovery** — Identify trends, anomalies, and correlations across datasets\n- **Structured reporting** — Generate audience-appropriate reports with metrics and visualizations\n- **Evidence-based conclusions** — Ground insights in data, not speculation\n\n**For evaluators**: If you need an AI that can analyze data methodically and communicate findings clearly to different audiences, the Analyst archetype brings analytical rigor to your workflow.\n\n**Domain knowledge that compounds**: Analyst agents build persistent understanding of your data landscape — recurring patterns, baseline metrics, and reporting conventions. Unlike tools that start fresh each session, your agent accumulates analytical context that makes each analysis more focused and each report more insightful.\n\n---\n\n## Skills\n\nAnalyst agents come with **2 archetype-specific skills** plus the universal AGET skills.\n\n### Archetype Skills\n\n| Skill | Description |\n|-------|-------------|\n| **aget-analyze-data** | Analyze datasets to discover patterns, trends, and anomalies. Profiles data quality, computes statistics, and generates actionable insights. |\n| **aget-generate-report** | Generate structured reports tailored to audience (executive, technical, operational). Includes metrics, findings, and recommendations. |\n\n### Universal Skills\n\nAll AGET agents include session management, knowledge capture, and health monitoring:\n\n- `aget-wake-up` / `aget-wind-down` — Session lifecycle\n- `aget-create-project` / `aget-review-project` — Project management\n- `aget-record-lesson` / `aget-record-observation` — Learning capture\n- `aget-check-health` / `aget-check-kb` / `aget-check-evolution` — Health monitoring\n- `aget-propose-skill` / `aget-create-skill` — Skill development\n- `aget-save-state` / `aget-file-issue` — State and issue management\n\n---\n\n## Ontology\n\nAnalyst agents use a **formal vocabulary** of 7 concepts organized into 3 clusters:\n\n| Cluster | Concepts |\n|---------|----------|\n| **Data Analysis** | Dataset, Analysis, Pattern |\n| **Metrics** | Metric, Trend, Anomaly |\n| **Reporting** | Report |\n\nThis vocabulary enables precise communication about analytical work.\n\nSee: [`ontology/ONTOLOGY_analyst.yaml`](ontology/ONTOLOGY_analyst.yaml)\n\n---\n\n## Quick Start\n\n```bash\n# 1. Clone the template\ngit clone https://github.com/aget-framework/template-analyst-aget.git my-analyst-agent\ncd my-analyst-agent\n\n# 2. Configure identity\n# Edit .aget/version.json:\n#   \"agent_name\": \"my-analyst-agent\"\n#   \"domain\": \"your-domain\"\n\n# 3. Verify setup\npython3 -m pytest tests/ -v\n# Expected: All tests passing\n```\n\n### Try the Skills\n\n```bash\n# In Claude Code CLI\n/aget-analyze-data       # Analyze a dataset\n/aget-generate-report    # Create a structured report\n```\n\n---\n\n## What Makes Analyst Different\n\n| Aspect | Generic Data Tool | Analyst Agent |\n|--------|------------------|---------------|\n| **Data profiling** | Schema inspection | Quality assessment with completeness scores |\n| **Pattern detection** | Manual queries | Automated trend and anomaly identification |\n| **Reporting** | Raw exports | Audience-tailored reports with context |\n| **Vocabulary** | Ad-hoc | Formal ontology (Dataset, Metric, Trend) |\n| **Domain memory** | Starts fresh each session | Accumulates analytical expertise over time |\n\n---\n\n## .claude/ Directory\n\n| Directory | Purpose | Owner |\n|-----------|---------|-------|\n| `.claude/skills/` | Slash command definitions | Framework + Agent |\n| `.claude/agents/` | Subagent definitions | Agent |\n| `.claude/rules/` | Path-scoped context rules | Agent |\n\nSkills are provided by the template. Agents and rules directories are scaffolded for your customization.\n\n---\n\n## Framework Specification\n\n| Attribute | Value |\n|-----------|-------|\n| **Framework** | [AGET v3.12.0](https://github.com/aget-framework/aget) |\n| **Archetype** | Analyst |\n| **Skills** | 17 total (2 archetype + 15 universal) |\n| **Ontology** | 7 concepts, 3 clusters |\n| **License** | Apache 2.0 |\n\n---\n\n## Learn More\n\n- **[AGET Framework](https://github.com/aget-framework/aget)** — Core framework documentation\n- **[Archetype Guide](https://github.com/aget-framework/aget/blob/main/docs/GETTING_STARTED.md)** — All 12 archetypes explained\n- **[Getting Started](https://github.com/aget-framework/aget/blob/main/docs/GETTING_STARTED.md)** — Full onboarding guide\n\n---\n\n## Related Archetypes\n\n| Archetype | Best For |\n|-----------|----------|\n| **[Researcher](https://github.com/aget-framework/template-researcher-aget)** | Literature search and knowledge synthesis |\n| **[Advisor](https://github.com/aget-framework/template-advisor-aget)** | Risk assessment and recommendations |\n| **[Developer](https://github.com/aget-framework/template-developer-aget)** | Code analysis and quality metrics |\n\n---\n\n**AGET Framework** | Apache 2.0 | [Issues](https://github.com/aget-framework/aget/issues)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faget-framework%2Ftemplate-analyst-aget","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faget-framework%2Ftemplate-analyst-aget","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faget-framework%2Ftemplate-analyst-aget/lists"}