{"eval":{"version":"openagentskill-skill-eval-v1","slug":"activecm-rita","name":"Rita","generated_at":"2026-07-03T21:35:16.919Z","task_input":"Evaluate Rita before installing it in an AI agent workflow","status":"failed","score":79,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":84,"suited_tasks":["Sports analytics workflows","Claude Code teams","teams that value GitHub adoption signals","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect repository metadata","Compare code changes"],"suited_agents":["Go","Incident Response","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add activecm/rita","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add activecm/rita"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Rita\" agent skill from https://github.com/activecm/rita. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Real Intelligence Threat Analytics (RITA) is a framework for detecting command and control communication through network traffic analysis."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Rita\" as a Claude Code skill from https://github.com/activecm/rita. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Real Intelligence Threat Analytics (RITA) is a framework for detecting command and control communication through network traffic analysis."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Rita\" from https://github.com/activecm/rita into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Real Intelligence Threat Analytics (RITA) is a framework for detecting command and control communication through network traffic analysis."}]},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"578 GitHub stars","repoActivity":"578 stars, 64 forks","lastPushed":"30d since push","license":"GPL-3.0","repository":"https://github.com/activecm/rita","install":"npx skills add activecm/rita","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":87,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"score":59,"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","blocked":false,"permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Permission surface may require sandboxing"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate Rita before installing it in an AI agent workflow","devops","Sports analytics workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add activecm/rita"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add activecm/rita"]},{"id":"trust_score","label":"Trust score","status":"pass","score":82,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","578 GitHub stars","GPL-3.0"]},{"id":"audit_score","label":"Audit score","status":"warn","score":87,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":59,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":90,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"GPL-3.0","evidence":["GPL-3.0"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"30d since push","evidence":["30d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":48,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["kubernetes-kubernetes","traefik-traefik","etcd-io-etcd","hashicorp-terraform"]}],"blockers":["Permission surface: shell or command execution, filesystem or document access"],"warnings":["Audit score: Needs review","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"alternatives":[{"slug":"kubernetes-kubernetes","name":"Kubernetes","url":"https://www.openagentskill.com/skills/kubernetes-kubernetes","stars":123041,"install_command":"npx skills add kubernetes/kubernetes","trust_score":91,"audit_score":94},{"slug":"traefik-traefik","name":"Traefik","url":"https://www.openagentskill.com/skills/traefik-traefik","stars":63639,"install_command":"npx skills add traefik/traefik","trust_score":91,"audit_score":94},{"slug":"etcd-io-etcd","name":"Etcd","url":"https://www.openagentskill.com/skills/etcd-io-etcd","stars":51836,"install_command":"npx skills add etcd-io/etcd","trust_score":92,"audit_score":94},{"slug":"hashicorp-terraform","name":"Terraform","url":"https://www.openagentskill.com/skills/hashicorp-terraform","stars":48719,"install_command":"npx skills add hashicorp/terraform","trust_score":90,"audit_score":93}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"activecm-rita","name":"Rita","description":"Real Intelligence Threat Analytics (RITA) is a framework for detecting command and control communication through network traffic analysis.","category":"devops","url":"https://www.openagentskill.com/skills/activecm-rita","repository":"https://github.com/activecm/rita","github_repo":"activecm/rita"},"suited_tasks":["Sports analytics workflows","Claude Code teams","teams that value GitHub adoption signals","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect repository metadata","Compare code changes"],"suited_agents":["Go","Incident Response","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add activecm/rita","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add activecm/rita"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Rita\" agent skill from https://github.com/activecm/rita. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Real Intelligence Threat Analytics (RITA) is a framework for detecting command and control communication through network traffic analysis."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Rita\" as a Claude Code skill from https://github.com/activecm/rita. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Real Intelligence Threat Analytics (RITA) is a framework for detecting command and control communication through network traffic analysis."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Rita\" from https://github.com/activecm/rita into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Real Intelligence Threat Analytics (RITA) is a framework for detecting command and control communication through network traffic analysis."}],"handoff_url":"https://www.openagentskill.com/api/skills/activecm-rita/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/activecm-rita"},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"578 GitHub stars","repoActivity":"578 stars, 64 forks","lastPushed":"30d since push","license":"GPL-3.0","repository":"https://github.com/activecm/rita","install":"npx skills add activecm/rita","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["devops","incident-response","reliability","anomaly-detection","beacons","blue-team"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":87,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":85,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"30d since push","risk":"Needs review"},"alternative_skills":[{"slug":"kubernetes-kubernetes","name":"Kubernetes","url":"https://www.openagentskill.com/skills/kubernetes-kubernetes","stars":123041,"install_command":"npx skills add kubernetes/kubernetes","trust_score":91,"audit_score":94},{"slug":"traefik-traefik","name":"Traefik","url":"https://www.openagentskill.com/skills/traefik-traefik","stars":63639,"install_command":"npx skills add traefik/traefik","trust_score":91,"audit_score":94},{"slug":"etcd-io-etcd","name":"Etcd","url":"https://www.openagentskill.com/skills/etcd-io-etcd","stars":51836,"install_command":"npx skills add etcd-io/etcd","trust_score":92,"audit_score":94},{"slug":"hashicorp-terraform","name":"Terraform","url":"https://www.openagentskill.com/skills/hashicorp-terraform","stars":48719,"install_command":"npx skills add hashicorp/terraform","trust_score":90,"audit_score":93}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Evaluate Rita before installing it in an AI agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 82/100 Strong shortlist","Audit: 87/100 Needs review","Safety: 59/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"activecm-rita (Rita)","install_command":"npx skills add activecm/rita","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"activecm-rita","task":"Evaluate Rita before installing it in an AI agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/activecm-rita","api":"https://www.openagentskill.com/api/agent/skills/activecm-rita","audit":"https://www.openagentskill.com/skills/activecm-rita/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=activecm-rita&task=Evaluate%20Rita%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Rita%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Rita%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/activecm-rita/install","manifest":"https://www.openagentskill.com/api/registry/manifest/activecm-rita"}},"endpoints":{"web":"https://www.openagentskill.com/skills/activecm-rita","api":"https://www.openagentskill.com/api/agent/skills/activecm-rita","eval":"https://www.openagentskill.com/api/agent/evals?slug=activecm-rita","audit":"https://www.openagentskill.com/skills/activecm-rita/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Rita%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium"}},"meta":{"endpoint":"/api/agent/evals","mode":"skill_eval","purpose":"Pre-install eval contract for a single skill. Agents should read this before installing a reusable skill.","generated_at":"2026-07-03T21:35:16.919Z"}}