{"slug":"affitor-paid-ad-copy-writer","name":"paid-ad-copy-writer","description":"Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\".","long_description":"---\nname: paid-ad-copy-writer\ndescription: >\n  Write paid ad copy for affiliate offers across ad platforms. Triggers on:\n  \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\",\n  \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\",\n  \"create ad campaign\", \"ad headlines\", \"ad descriptions\",\n  \"scale with paid ads\", \"run ads for my affiliate link\",\n  \"write Facebook ad\", \"Google Search ad copy\".\nlicense: MIT\nversion: \"1.0.0\"\ntags: [\"affiliate-marketing\", \"automation\", \"scaling\", \"workflow\", \"ads\", \"ppc\", \"copywriting\"]\ncompatibility: \"Claude Code, ChatGPT, Gemini CLI, Cursor, Windsurf, OpenClaw, any AI agent\"\nmetadata:\n  author: affitor\n  version: \"1.0\"\n  stage: S7-Automation\n---\n\n# Paid Ad Copy Writer\n\nWrite paid ad copy for affiliate offers — Facebook Ads, Google Search Ads, Google Display Ads, TikTok Ads, and Pinterest Ads. Each output includes multiple ad variants, targeting suggestions, compliance notes, and campaign setup guidance. Output is platform-formatted ad copy ready to deploy.\n\n## Stage\n\nS7: Automation — When organic content proves profitable, paid ads let you scale 10x faster. But affiliate ad copy has unique constraints: platform policies around affiliate links, FTC disclosure requirements, and the need to drive clicks to a landing page (not direct-link). This skill writes compliant, high-converting ad copy for each platform.\n\n## When to Use\n\n- User wants to run paid traffic to affiliate offers\n- User says \"write ad copy\", \"Facebook ad\", \"Google Ads\", \"TikTok ad\"\n- User wants to scale a profitable organic campaign with paid media\n- User has a landing page (from S4) and wants ads driving traffic to it\n- User wants multiple ad variants for testing\n- Chaining from S4 (landing page) → write ads pointing to the landing page\n\n## Input Schema\n\n```yaml\nproduct:\n  name: string                 # REQUIRED — product name\n  description: string          # OPTIONAL — one-line product description\n  reward_value: string         # OPTIONAL — commission info\n  url: string                  # OPTIONAL — product URL (for research)\n  key_benefits: string[]       # OPTIONAL — top 3 benefits\n\nplatform: string               # REQUIRED — \"facebook\" | \"google_search\" | \"google_display\"\n                               # | \"tiktok\" | \"pinterest\"\n\naudience:\n  description: string          # REQUIRED — target audience\n  pain_points: string[]        # OPTIONAL — problems the audience has\n  demographics: string         # OPTIONAL — age, gender, interests\n\nbudget: string                 # OPTIONAL — daily/monthly budget (e.g., \"$20/day\")\n\nlanding_url: string            # OPTIONAL — destination URL (from S4 or a bridge page)\n                               # Note: most platforms don't allow direct affiliate links\n```\n\n**Chaining context**: If S1 product data exists, pull name, benefits, commission. If S4 landing page was created, use its URL as `landing_url`.\n\n## Workflow\n\n### Step 1: Analyze Product and Audience\n\nGather product info and audience details. If `key_benefits` is not provided, infer from product name and description using training knowledge.\n\nIdentify:\n- Primary value proposition\n- Emotional triggers for the audience\n- Competitive angle (what makes this product different)\n\n### Step 2: Select Ad Format\n\nEach platform has specific formats:\n\n**Facebook Ads**:\n- Primary text (125 chars above fold, 500+ total)\n- Headline (40 chars)\n- Description (30 chars)\n- CTA button (from predefined list)\n\n**Google Search Ads**:\n- Headlines (3 × 30 chars)\n- Descriptions (2 × 90 chars)\n- Sitelink extensions (4 × 25 chars + 35 char descriptions)\n\n**Google Display Ads**:\n- Short headline (30 chars)\n- Long headline (90 chars)\n- Description (90 chars)\n- Business name\n\n**TikTok Ads**:\n- Video script (15-30 seconds)\n- Hook (first 3 seconds)\n- CTA overlay text\n- Ad text (100 chars)\n\n**Pinterest Ads**:\n- Pin title (100 chars)\n- Pin description (500 chars)\n- Image text suggestions\n\n### Step 3: Write Ad Variants\n\nCreate 3-5 variants per platform, each testing a different angle:\n- **Pain Point**: Lead with the problem\n- **Benefit**: Lead with the outcome\n- **Social Proof**: Lead with results/numbers\n- **Curiosity**: Lead with an intriguing question or statement\n- **Urgency**: Lead with a time-sensitive offer (only if real)\n\n### Step 4: Add Compliance Notes\n\nPer platform:\n- **Facebook**: \"Paid Partnership\" label if required. No misleading claims. Landing page must match ad claims. Affiliate links may be flagged — use a bridge/landing page.\n- **Google**: Ad must match landing page content. No superlative claims without proof. Affiliate disclaimer on landing page required. Follow Google Ads affiliate policies.\n- **TikTok**: #ad or Paid Partnership toggle. No medical/financial advice. Must feel native to platform.\n- **Pinterest**: Disclosures in pin description. Must link to content page, not direct affiliate link.\n\n### Step 5: Suggest Targeting\n\nRecommend targeting parameters:\n- Interest-based audiences\n- Lookalike audiences (if pixel data exists)\n- Keyword targeting (Google)\n- Demographic filters\n\n### Step 6: Budget Allocation\n\nIf budget is provided, suggest:\n- Daily spend per variant (for A/B testing phase)\n- When to kill underperformers (after 500+ impressions with <0.5% CTR)\n- When to scale winners (after 3+ days of profitable ROAS)\n\n### Step 7: Self-Validation\n\nBefore presenting output, verify:\n\n- [ ] 3-5 ad variants generated per platform\n- [ ] Character counts within platform limits (Google: 30/90 headline/description, Facebook: 40/125/27000)\n- [ ] No prohibited claims (income guarantees, before/after without evidence)\n- [ ] CTA uses platform-native action verbs\n- [ ] Test budget recommendation is realistic ($5-20/day per variant)\n\nIf any check fails, fix the output before delivering. Do not flag the checklist to the user — just ensure the output passes.\n\n## Output Schema\n\n```yaml\noutput_schema_version: \"1.0.0\"  # Semver — bump major on breaking changes\ncampaign:\n  product: string\n  platform: string\n  num_variants: number\n  landing_url: string\n\nvariants:\n  - label: string              # \"Variant A: Pain Point\", etc.\n    angle: string              # the approach used\n    copy:\n      headline: string         # or headlines[] for Google\n      description: string      # or descriptions[] for Google\n      primary_text: string     # Facebook only\n      cta: string\n      video_script: string     # TikTok only\n    character_counts: object   # per field\n\ncompliance:\n  notes: string[]              # platform-specific requirements\n  warnings: string[]           # things that might get the ad rejected\n\ntargeting:\n  interests: string[]\n  demographics: string\n  keywords: string[]           # Google only\n\nbudget_suggestion:\n  test_phase: string           # e.g., \"$10/day per variant for 5 days\"\n  scale_phase: string          # e.g., \"Increase winning variant to $50/day\"\n  kill_criteria: string        # when to stop a variant\n```\n\n## Output Format\n\n1. **Campaign Overview** — product, platform, landing URL\n2. **Ad Variants** — each variant with full copy in platform format\n3. **Compliance Checklist** — platform-specific requirements and warnings\n4. **Targeting Suggestions** — interests, demographics, keywords\n5. **Budget Guide** — test and scale strategy\n\n## Error Handling\n\n- **No landing URL**: \"Most ad platforms don't allow direct affiliate links. I recommend creating a landing page first with S4 (landing-page-creator) and using that as your ad destination.\"\n- **Unknown platform**: \"I support Facebook, Google Search, Google Display, TikTok, and Pinterest ads. Which platform would you like ad copy for?\"\n- **Product with strict ad policies (supplements, finance)**: \"This product category has strict advertising policies on [platform]. I'll write compliant copy, but review your ad account's specific restrictions before publishing. Avoid health/income claims.\"\n\n## Examples\n\n### Example 1: Facebook ad for SaaS product\n\n**User**: \"Write Facebook ads for HeyGen targeting content creators. My landing page is example.com/heygen-review\"\n**Action**: 3 variants. Variant A (pain point): \"Spending hours editing videos? HeyGen creates professional AI videos in minutes.\" Variant B (benefit): \"Create studio-quality videos without a camera. 50+ AI avatars, any language.\" Variant C (social proof): \"10,000+ creators switched to HeyGen. Here's why.\" Each with headline, description, CTA. Include Facebook compliance notes.\n\n### Example 2: Google Search ads\n\n**User**: \"Google Search ads for Semrush targeting 'best SEO tools'\"\n**Action**: 5 headline + 2 description combinations. H1: \"Best SEO Tool for 2026\" (30 chars). H2: \"Try Semrush Free Today\" (22 chars). H3: \"Trusted by 10M+ Marketers\" (25 chars). D1: \"Complete SEO toolkit: keyword research, site audit, backlink analysis. Start your free trial.\" D2: \"Outrank your competitors with data-driven SEO. 7-day free trial, no card required.\" Plus sitelink extensions.\n\n### Example 3: TikTok ad script\n\n**User**: \"Write a TikTok ad for Notion targeting college students\"\n**Action**: 30-second script. Hook (0-3s): \"POV: You just discovered the app that replaced 5 other apps.\" Middle (3-20s): Show use cases (notes, calendar, to-do, project tracker). CTA (20-30s): \"Link in bio for the student discount.\" #ad disclosure. Include compliance notes about TikTok's policies on educational content promotions.\n\n## References\n\n- `shared/references/ftc-compliance.md` — FTC disclosure requirements for paid advertising. Read in Step 4.\n- `shared/references/affiliate-glossary.md` — Ad terminology (ROAS, CTR, CPC). Referenced in budget guide.\n- `shared/references/flywheel-connections.md` — master flywheel connection map\n\n## Revenue & Action Plan\n\n### Expected Outcomes\n- **Revenue potential**: Paid ads are the fastest way to scale a profitable affiliate funnel. If your organic funnel converts at $2 EPC, and your CPC is $0.50, you're making $1.50 profit per click. At 100 clicks/day = $150/day = $4,500/month profit\n- **Benchmark**: Profitable affiliate ad campaigns typically achieve 2-4x ROAS (Return On Ad Spend). Below 1.5x ROAS = unprofitable. Above 3x ROAS = scale aggressively\n- **Key metric to track**: ROAS (revenue from commissions / ad spend). Secondary: CPC (cost per click), CTR (click-through rate), and conversion rate on landing page\n\n### Do This Right Now (15 min)\n1. **Launch a test campaign** with your top 2 ad variants at $10/day each\n2. **Set the destination URL** to your landing page (from `landing-page-creator`), NOT a direct affiliate link\n3. **Set a kill rule**: if a variant has 500+ impressions and <0.5% CTR after 48 hours, pause it\n4. **Set a scale rule**: if a variant achieves 2x+ ROAS after 5 days, increase budget by 50%\n\n### Track Your Results\nAfter 48 hours: kill any variant with <0.5% CTR. After 5 days: is any variant profitable (ROAS > 1.5x)? If yes, scale it by increasing daily budget. If no variant is profitable, test new angles — the ad copy may not match the audience's pain point. Never scale a losing campaign.\n\n> **Next step — copy-paste this prompt:**\n> \"Set up conversion tracking for my ad campaign landing page\" → runs `conversion-tracker`\n\n## Flywheel Connections\n\n### Feeds Into\n- `conversion-tracker` (S6) — ad links to track conversions\n- `ab-test-generator` (S6) — ad copy variants for testing\n\n### Fed By\n- `affiliate-program-search` (S1) — product data for ad copy\n- `grand-slam-offer` (S4) — offer framing for ad messaging\n- `landing-page-creator` (S4) — landing page URL as ad destination\n\n### Feedback Loop\n- `conversion-tracker` (S6) measures ad ROAS → optimize ad copy, targeting, and budget allocation\n\n## Quality Gate\n\nBefore delivering output, verify:\n\n1. Would I share this on MY personal social?\n2. Contains specific, surprising detail? (not generic)\n3. Respects reader's intelligence?\n4. Remarkable enough to share? (Purple Cow test)\n5. Irresistible offer framing? (if S4 offer skills ran)\n\nAny NO → rewrite before delivering.\n\n```yaml\nchain_metadata:\n  skill_slug: \"paid","tagline":"Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ad","category":"research","tags":["affiliate-marketing","automation","scaling","workflow","ads","ppc","copywriting","agent-skill"],"author":"Affitor","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"Affitor/affiliate-skills","creatorName":"Affitor","creatorUrl":"https://github.com/Affitor","sourceUrl":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/affitor-paid-ad-copy-writer#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":639,"forks":199,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":43.74},"quality":{"score":73,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"639","tone":"positive"},{"label":"Freshness","value":"3mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":72,"base_score":80,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["72/100 Trust Score v5","80/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"639 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"639 stars, 199 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"3mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":94,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"command execution surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":64,"weight":0.07,"status":"info","detail":"shell or command execution, database access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"639 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"639 stars, 199 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"3mo since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface"},{"status":"pass","label":"Install availability","detail":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"shell or command execution, database access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"639 GitHub stars","repoActivity":"639 stars, 199 forks","lastPushed":"3mo since push","license":"MIT","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","install":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, database access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","3mo since push","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["research","affiliate-marketing","automation","scaling","workflow","ads"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","trust_score":72,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["research","affiliate-marketing","automation","scaling","workflow","ads"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":80,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v5":{"version":"trust-score-v5","score":72,"base_score":80,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["72/100 Trust Score v5","80/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"639 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"639 stars, 199 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"3mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":94,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"command execution surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":64,"weight":0.07,"status":"info","detail":"shell or command execution, database access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"639 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"639 stars, 199 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"3mo since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface"},{"status":"pass","label":"Install availability","detail":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"shell or command execution, database access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"639 GitHub stars","repoActivity":"639 stars, 199 forks","lastPushed":"3mo since push","license":"MIT","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","install":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, database access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","3mo since push","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["research","affiliate-marketing","automation","scaling","workflow","ads"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","trust_score":72,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["research","affiliate-marketing","automation","scaling","workflow","ads"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":80,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":80,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"639 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"639 stars, 199 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"3mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":94,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"command execution surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":64,"weight":0.07,"status":"info","detail":"shell or command execution, database access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"639 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"639 stars, 199 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"3mo since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface"},{"status":"pass","label":"Install availability","detail":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"shell or command execution, database access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"],"evidence":{"stars":"639 GitHub stars","repoActivity":"639 stars, 199 forks","lastPushed":"3mo since push","license":"MIT","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","install":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, database access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","3mo since push","Financial domain: human review is required before use in a live investment workflow."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["research","affiliate-marketing","automation","scaling","workflow","ads"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["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"]},"outcome_stats":null,"safety":{"score":53,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["High-risk permission hints: Shell or command execution","53/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","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":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Financial research output is not financial advice; require human review before any live investment decision"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["High-risk permission hints: Shell or command execution","53/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":74,"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},"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.","Permission surface: shell or command execution, database access","High-risk permission hints: Shell or command execution","Financial research output is not financial advice; require human review before any live investment decision","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."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate paid-ad-copy-writer before installing it in an agent workflow","research","Browser automation 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 Affitor/affiliate-skills --skill paid-ad-copy-writer"]},{"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 Affitor/affiliate-skills --skill paid-ad-copy-writer"]},{"id":"trust_score","label":"Trust score","status":"warn","score":80,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","639 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":81,"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":53,"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: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":94,"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":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":88,"required_for_auto_install":false,"detail":"3mo since push","evidence":["3mo since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":64,"required_for_auto_install":true,"detail":"shell or command execution, database access","evidence":["Shell or command execution: high","Network access: medium","Database access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/affitor-paid-ad-copy-writer/evals","api":"/api/agent/evals?slug=affitor-paid-ad-copy-writer","text":"/api/agent/evals?slug=affitor-paid-ad-copy-writer&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"affitor-paid-ad-copy-writer","name":"paid-ad-copy-writer","description":"Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\".","category":"research","url":"https://www.openagentskill.com/skills/affitor-paid-ad-copy-writer","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","github_repo":"Affitor/affiliate-skills"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","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 affitor-paid-ad-copy-writer"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"paid-ad-copy-writer\" agent skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer. 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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 \"paid-ad-copy-writer\" as a Claude Code skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer. 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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 \"paid-ad-copy-writer\" from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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/affitor-paid-ad-copy-writer/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/affitor-paid-ad-copy-writer"},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"639 GitHub stars","repoActivity":"639 stars, 199 forks","lastPushed":"3mo since push","license":"MIT","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","install":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, database 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":["research","affiliate-marketing","automation","scaling","workflow","ads"],"known_risks":["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":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","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":73,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"3mo since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use paid-ad-copy-writer in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 80/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 53/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"affitor-paid-ad-copy-writer (paid-ad-copy-writer)","install_command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","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":"affitor-paid-ad-copy-writer","task":"Use paid-ad-copy-writer in an 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/affitor-paid-ad-copy-writer","api":"https://www.openagentskill.com/api/agent/skills/affitor-paid-ad-copy-writer","audit":"https://www.openagentskill.com/skills/affitor-paid-ad-copy-writer/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=affitor-paid-ad-copy-writer&task=Use%20paid-ad-copy-writer%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20paid-ad-copy-writer%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20paid-ad-copy-writer%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/affitor-paid-ad-copy-writer/install","manifest":"https://www.openagentskill.com/api/registry/manifest/affitor-paid-ad-copy-writer"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"affitor-paid-ad-copy-writer","name":"paid-ad-copy-writer","description":"Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\".","category":"research","url":"https://www.openagentskill.com/skills/affitor-paid-ad-copy-writer","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","github_repo":"Affitor/affiliate-skills"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","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 affitor-paid-ad-copy-writer"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"paid-ad-copy-writer\" agent skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer. 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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 \"paid-ad-copy-writer\" as a Claude Code skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer. 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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 \"paid-ad-copy-writer\" from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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/affitor-paid-ad-copy-writer/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/affitor-paid-ad-copy-writer"},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"639 GitHub stars","repoActivity":"639 stars, 199 forks","lastPushed":"3mo since push","license":"MIT","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","install":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, database 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":["research","affiliate-marketing","automation","scaling","workflow","ads"],"known_risks":["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":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","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":73,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"3mo since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use paid-ad-copy-writer in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 80/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 53/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"affitor-paid-ad-copy-writer (paid-ad-copy-writer)","install_command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","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":"affitor-paid-ad-copy-writer","task":"Use paid-ad-copy-writer in an 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/affitor-paid-ad-copy-writer","api":"https://www.openagentskill.com/api/agent/skills/affitor-paid-ad-copy-writer","audit":"https://www.openagentskill.com/skills/affitor-paid-ad-copy-writer/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=affitor-paid-ad-copy-writer&task=Use%20paid-ad-copy-writer%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20paid-ad-copy-writer%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20paid-ad-copy-writer%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/affitor-paid-ad-copy-writer/install","manifest":"https://www.openagentskill.com/api/registry/manifest/affitor-paid-ad-copy-writer"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"browser-automation","title":"Browser automation"},{"slug":"research-agents","title":"Research agents"},{"slug":"content-automation","title":"Content automation"}]},"applicableAgents":["Claude Code","OpenAI Agents","Cursor","CLI","Codex"],"install":{"ready":true,"command":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":639,"starsLabel":"639","forks":199,"license":"MIT","qualityScore":73,"trustScore":80,"auditScore":81},"maintenance":{"status":"active","label":"3mo since push","daysSincePush":86,"lastPushedAt":"2026-06-14T02:06:49+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Needs review"]},"coverageTags":["Research","Research agents","affiliate-marketing","automation","scaling","workflow","ads","ppc"]},"audit":{"audit_score":81,"risk_level":"needs_review","risk_label":"Needs review","quality_score":73,"trust_score":80,"maintenance_score":88,"security_score":85,"install_score":92,"warnings":["Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"quality_signals":{"model":"v2","star_score":19.64,"usage_score":0,"review_score":5.1,"metadata_score":7,"freshness_score":12},"platforms":["Claude Code","OpenAI Agents","Cursor"],"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"content-automation","title":"Content automation","url":"https://www.openagentskill.com/use-cases/content-automation"},{"slug":"multimodal-media","title":"Multimodal media","url":"https://www.openagentskill.com/use-cases/multimodal-media"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add Affitor/affiliate-skills --skill paid-ad-copy-writer","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add affitor-paid-ad-copy-writer","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"paid-ad-copy-writer\" agent skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer. 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"paid-ad-copy-writer\" as a Claude Code skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer. 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"paid-ad-copy-writer\" from https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer 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: Write paid ad copy for affiliate offers across ad platforms. Triggers on: \"write ad copy\", \"Facebook ad for affiliate\", \"Google Ads copy\", \"TikTok ad script\", \"Pinterest ad\", \"paid traffic to affiliate\", \"create ad campaign\", \"ad headlines\", \"ad descriptions\", \"scale with paid ads\", \"run ads for my affiliate link\", \"write Facebook ad\", \"Google Search ad copy\". 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\":\"affitor-paid-ad-copy-writer\",\"task\":\"Install paid-ad-copy-writer\",\"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.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","github_repo":"Affitor/affiliate-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/affitor-paid-ad-copy-writer","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/automation/paid-ad-copy-writer","api":"/api/agent/skills/affitor-paid-ad-copy-writer","install_api":"/api/skills/affitor-paid-ad-copy-writer/install"},"meta":{"created_at":"2026-09-03T01:25:19.969603+00:00","updated_at":"2026-09-03T01:25:20.156196+00:00","agent_friendly":true}}