{"eval":{"version":"openagentskill-skill-eval-v1","slug":"aitytech-marketing-fundamentals","name":"marketing-fundamentals","generated_at":"2026-09-06T07:01:45.620Z","task_input":"Evaluate marketing-fundamentals before installing it in an AI agent workflow","status":"review","score":73,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":84,"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Collect channel signals","Prioritize opportunities"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add aitytech/agentkits-marketing --skill marketing-fundamentals","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add aitytech-marketing-fundamentals"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"marketing-fundamentals\" agent skill from https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals. 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: Core marketing concepts, psychology, and frameworks for effective marketing. Use for foundational knowledge on funnels, customer journey, positioning, value propositions, and marketing psychology. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"aitytech-marketing-fundamentals\",\"task\":\"Install marketing-fundamentals\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"marketing-fundamentals\" as a Claude Code skill from https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals. 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: Core marketing concepts, psychology, and frameworks for effective marketing. Use for foundational knowledge on funnels, customer journey, positioning, value propositions, and marketing psychology. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"aitytech-marketing-fundamentals\",\"task\":\"Install marketing-fundamentals\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"marketing-fundamentals\" from https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals 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: Core marketing concepts, psychology, and frameworks for effective marketing. Use for foundational knowledge on funnels, customer journey, positioning, value propositions, and marketing psychology. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"aitytech-marketing-fundamentals\",\"task\":\"Install marketing-fundamentals\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}]},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"596 GitHub stars","repoActivity":"596 stars, 77 forks","lastPushed":"8d since push","license":"MIT","repository":"https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals","install":"npx skills add aitytech/agentkits-marketing --skill marketing-fundamentals","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":80,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","No explicit limitations or edge cases documented in SKILL.md.","The skill references related skills and MCP integrations that are not fully described in the provided excerpt.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"safety_gate":{"score":56,"tier":"experimental","label":"Experimental","auto_install_policy":"review","blocked":false,"permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"}],"policy_warnings":["High-risk permission hints: Secrets or environment access","Financial research output is not financial advice; require human review before any live investment decision"]},"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 marketing-fundamentals before installing it in an AI agent workflow","core","Research agents 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 aitytech/agentkits-marketing --skill marketing-fundamentals"]},{"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 aitytech/agentkits-marketing --skill marketing-fundamentals"]},{"id":"trust_score","label":"Trust score","status":"warn","score":73,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","596 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":80,"required_for_auto_install":true,"detail":"Needs review","evidence":["Financial research output is not financial advice; require human review before any live investment decision"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":56,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Secrets or environment access"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":76,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"8d since push","evidence":["8d since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":74,"required_for_auto_install":true,"detail":"secrets or environment access","evidence":["Network access: medium","Secrets or environment access: high"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["aitytech-email-marketing","aitytech-content-strategy","aitytech-marketing-ideas","aitytech-marketing-psychology"]}],"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Permission surface: secrets or environment access","High-risk permission hints: Secrets or environment access","Financial research output is not financial advice; require human review before any live investment decision","No explicit limitations or edge cases documented in SKILL.md.","The skill references related skills and MCP integrations that are not fully described in the provided excerpt.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"],"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","production agents without a repository review","No explicit limitations or edge cases documented in SKILL.md.","No OpenAgentSkill engagement data yet","High-risk permission hints: Secrets or environment access","Financial research output is not financial advice; require human review before any live investment decision","The skill references related skills and MCP integrations that are not fully described in the provided excerpt.","Financial research output is not financial advice; require human review before any live investment decision."],"alternatives":[{"slug":"aitytech-email-marketing","name":"email-marketing","url":"https://www.openagentskill.com/skills/aitytech-email-marketing","stars":596,"install_command":"npx skills add aitytech/agentkits-marketing --skill email-marketing","trust_score":71,"audit_score":79},{"slug":"aitytech-content-strategy","name":"content-strategy","url":"https://www.openagentskill.com/skills/aitytech-content-strategy","stars":596,"install_command":"npx skills add aitytech/agentkits-marketing --skill content-strategy","trust_score":72,"audit_score":80},{"slug":"aitytech-marketing-ideas","name":"marketing-ideas","url":"https://www.openagentskill.com/skills/aitytech-marketing-ideas","stars":595,"install_command":"npx skills add aitytech/agentkits-marketing --skill marketing-ideas","trust_score":82,"audit_score":84},{"slug":"aitytech-marketing-psychology","name":"marketing-psychology","url":"https://www.openagentskill.com/skills/aitytech-marketing-psychology","stars":595,"install_command":"npx skills add aitytech/agentkits-marketing --skill marketing-psychology","trust_score":84,"audit_score":85}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"aitytech-marketing-fundamentals","name":"marketing-fundamentals","description":"Core marketing concepts, psychology, and frameworks for effective marketing. Use for foundational knowledge on funnels, customer journey, positioning, value propositions, and marketing psychology.","category":"core","url":"https://www.openagentskill.com/skills/aitytech-marketing-fundamentals","repository":"https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals","github_repo":"aitytech/agentkits-marketing"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Collect channel signals","Prioritize opportunities"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add aitytech/agentkits-marketing --skill marketing-fundamentals","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add aitytech-marketing-fundamentals"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"marketing-fundamentals\" agent skill from https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals. 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: Core marketing concepts, psychology, and frameworks for effective marketing. Use for foundational knowledge on funnels, customer journey, positioning, value propositions, and marketing psychology. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"aitytech-marketing-fundamentals\",\"task\":\"Install marketing-fundamentals\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"marketing-fundamentals\" as a Claude Code skill from https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals. 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: Core marketing concepts, psychology, and frameworks for effective marketing. Use for foundational knowledge on funnels, customer journey, positioning, value propositions, and marketing psychology. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"aitytech-marketing-fundamentals\",\"task\":\"Install marketing-fundamentals\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"marketing-fundamentals\" from https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals 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: Core marketing concepts, psychology, and frameworks for effective marketing. Use for foundational knowledge on funnels, customer journey, positioning, value propositions, and marketing psychology. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"aitytech-marketing-fundamentals\",\"task\":\"Install marketing-fundamentals\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/aitytech-marketing-fundamentals/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/aitytech-marketing-fundamentals"},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"596 GitHub stars","repoActivity":"596 stars, 77 forks","lastPushed":"8d since push","license":"MIT","repository":"https://github.com/aitytech/agentkits-marketing/tree/main/skills/marketing-fundamentals","install":"npx skills add aitytech/agentkits-marketing --skill marketing-fundamentals","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access","documentation":"Usable metadata, review docs","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":["core","agent-skill"],"known_risks":["No explicit limitations or edge cases documented in SKILL.md.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"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":80,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","No explicit limitations or edge cases documented in SKILL.md.","The skill references related skills and MCP integrations that are not fully described in the provided excerpt.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":75,"label":"Strong"},"supply":{"track":"Marketing and growth automation","scenario":"Marketing and growth","maintenance":"8d since push","risk":"Needs review"},"alternative_skills":[{"slug":"aitytech-email-marketing","name":"email-marketing","url":"https://www.openagentskill.com/skills/aitytech-email-marketing","stars":596,"install_command":"npx skills add aitytech/agentkits-marketing --skill email-marketing","trust_score":71,"audit_score":79},{"slug":"aitytech-content-strategy","name":"content-strategy","url":"https://www.openagentskill.com/skills/aitytech-content-strategy","stars":596,"install_command":"npx skills add aitytech/agentkits-marketing --skill content-strategy","trust_score":72,"audit_score":80},{"slug":"aitytech-marketing-ideas","name":"marketing-ideas","url":"https://www.openagentskill.com/skills/aitytech-marketing-ideas","stars":595,"install_command":"npx skills add aitytech/agentkits-marketing --skill marketing-ideas","trust_score":82,"audit_score":84},{"slug":"aitytech-marketing-psychology","name":"marketing-psychology","url":"https://www.openagentskill.com/skills/aitytech-marketing-psychology","stars":595,"install_command":"npx skills add aitytech/agentkits-marketing --skill marketing-psychology","trust_score":84,"audit_score":85}],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","No explicit limitations or edge cases documented in SKILL.md.","No OpenAgentSkill engagement data yet","High-risk permission hints: Secrets or environment access","Financial research output is not financial advice; require human review before any live investment decision","The skill references related skills and MCP integrations that are not fully described in the provided excerpt.","Financial research output is not financial advice; require human review before any live investment decision."],"agent_contract":{"task_input":"Evaluate marketing-fundamentals before installing it in an AI agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 73/100 Strong shortlist","Audit: 80/100 Needs review","Safety: 56/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"aitytech-marketing-fundamentals (marketing-fundamentals)","install_command":"npx skills add aitytech/agentkits-marketing --skill marketing-fundamentals","risk_summary":"Needs review; Experimental; 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":"aitytech-marketing-fundamentals","task":"Evaluate marketing-fundamentals 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/aitytech-marketing-fundamentals","api":"https://www.openagentskill.com/api/agent/skills/aitytech-marketing-fundamentals","audit":"https://www.openagentskill.com/skills/aitytech-marketing-fundamentals/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=aitytech-marketing-fundamentals&task=Evaluate%20marketing-fundamentals%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20marketing-fundamentals%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20marketing-fundamentals%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/aitytech-marketing-fundamentals/install","manifest":"https://www.openagentskill.com/api/registry/manifest/aitytech-marketing-fundamentals"}},"endpoints":{"web":"https://www.openagentskill.com/skills/aitytech-marketing-fundamentals","api":"https://www.openagentskill.com/api/agent/skills/aitytech-marketing-fundamentals","eval":"https://www.openagentskill.com/api/agent/evals?slug=aitytech-marketing-fundamentals","audit":"https://www.openagentskill.com/skills/aitytech-marketing-fundamentals/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20marketing-fundamentals%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":"2026-09-06T07:01:45.620Z"}}