{"slug":"vzezelin-first-signal-lab-apify-tools","name":"signal-lab-apify-tools","description":"Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities.","long_description":"---\nname: signal-lab-apify-tools\ndescription: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities.\nlicense: MIT\ncompatibility: Requires network access and the user's own Apify authentication for paid Actor or MCP execution. Never use or request Signal Lab owner credentials.\nmetadata:\n  author: Signal Lab\n  homepage: https://first-livid-omega.vercel.app/\n  registry: io.github.VZezelin/signal-lab-apify-tools\n---\n\n# Signal Lab Apify Tools\n\nUse Signal Lab as a routing skill for a small set of focused public-data workflows. Prefer the narrowest Actor that matches the task, keep inputs bounded, and treat the live Apify Actor input schema and Pricing tab as the source of truth.\n\n## Use When\n\n- The user needs available public YouTube captions or timestamped caption segments for research, RAG, or analysis.\n- The user needs a public website or bounded same-domain crawl converted to clean Markdown for RAG, semantic search, indexing, or LLM analysis.\n- The user already has one or more public job-posting URLs and needs normalized job fields, especially Schema.org `JobPosting` data when exposed by the page.\n- The user needs public Amazon product price or availability tracking, live Google Autocomplete keyword suggestions, public Reddit research, or supported restaurant-menu extraction.\n- An MCP-capable client should expose one or more Signal Lab Actors as tools through Apify's hosted MCP server.\n- A non-MCP workflow should call the corresponding Actor through the Apify REST API and consume its Dataset.\n\n## Don't Use When\n\n- The task requires bypassing login walls, paywalls, CAPTCHAs, robots restrictions, anti-bot controls, private pages, or other access controls.\n- The user asks for audio transcription of a YouTube video with no accessible public caption track; the YouTube Actor extracts available captions and is not a speech-to-text service.\n- The website requires client-side JavaScript rendering that an HTTP-only crawler cannot provide; do not claim the Website to Markdown Actor renders SPAs.\n- The user wants broad job-board discovery rather than extraction from known supported public job URLs; do not imply the Job Vacancy Scraper searches every job board.\n- The requested source or use would violate applicable law, privacy requirements, copyright obligations, site terms, or the user's authorization.\n- The task can be answered directly without external data execution; do not start an Actor just to demonstrate the skill.\n\n## Workflow\n\n1. Identify the exact data need and select the narrowest matching tool.\n   - YouTube captions: `signal_lab/youtube-transcript-scraper`\n   - Website to Markdown: `signal_lab/website-to-markdown-crawler`\n   - Known public job URL extraction: `signal_lab/job-vacancy-scraper`\n   - Amazon price tracking: `signal_lab/amazon-price-tracker`\n   - Google Autocomplete research: `signal_lab/google-autocomplete-keywords`\n   - Reddit public research: `signal_lab/reddit-search-comments`\n   - Restaurant menu extraction: `signal_lab/restaurant-menu-extractor`\n2. Read the tool's live Apify input schema and Pricing tab before execution. Pricing, availability, and schema can change; documentation examples are not a substitute for live state.\n3. Choose the execution surface.\n   - Prefer Apify hosted MCP when the client supports MCP and the user can authenticate with Apify.\n   - Otherwise use the Apify REST Actor API with the user's own Apify token.\n4. Start with the smallest useful bounded input.\n   - For crawls, minimize page count and depth first.\n   - For lists of URLs/videos/products, test a small subset before expanding.\n   - Never increase spend or scope merely to collect more data.\n5. Wait for the run to finish, then consume the default Dataset or the Actor's documented output.\n6. Verify that returned fields actually came from the source. Missing source fields are not evidence that they exist.\n7. Scale only after the first bounded result is useful and the user accepts the live pricing/economics.\n\n## Rules\n\n- Always use the user's own Apify authentication for paid execution or MCP authorization.\n- Never embed, expose, proxy, or request Signal Lab owner credentials.\n- Never treat a public Actor run counter, total users, a directory listing, or a successful API request as proof of creator revenue.\n- Never promise fields the source page or caption track does not expose.\n- Never claim access-control bypass capabilities.\n- Prefer reversible, bounded calls and the minimum required data volume.\n- Use the live Apify Pricing tab as the commercial source of truth before execution.\n- For Website to Markdown, respect its HTTP-crawler limitation and bounded crawl controls.\n- For YouTube, describe output as available public captions/timestamps, not newly generated transcription.\n- For Job Posting extraction, describe it as known-public-URL extraction and Schema.org-aware parsing, not universal job search.\n\n## Examples\n\n### YouTube captions for RAG\n\nUser need: \"Get timestamps from these public YouTube videos so I can build a citation-aware RAG index.\"\n\nUse `signal_lab/youtube-transcript-scraper` with a small set of public URLs, request timestamped segments, then preserve source URL, language, transcript text, and segment timing when building the downstream index.\n\n### Website documentation to Markdown\n\nUser need: \"Turn this documentation site into a small Markdown corpus for my LLM.\"\n\nUse `signal_lab/website-to-markdown-crawler`. Start with one page or a low `maxPages` value, keep `sameDomainOnly` enabled, keep crawl depth low, and respect robots rules. Inspect the first Dataset rows before expanding.\n\n### Known job posting to structured JSON\n\nUser need: \"Normalize title, company, location, salary, and dates from these five job URLs.\"\n\nUse `signal_lab/job-vacancy-scraper` only for the supplied public URLs. Return fields that the pages actually expose and note missing values rather than fabricating them.\n\n### MCP connection\n\nFor a focused Website to Markdown tool, an MCP-capable client can use:\n\n```json\n{\n  \"mcpServers\": {\n    \"signal-lab-markdown\": {\n      \"url\": \"https://mcp.apify.com?tools=signal_lab/website-to-markdown-crawler\"\n    }\n  }\n}\n```\n\nApify handles authentication. Do not put an owner token into shared configuration.\n\n## Edge Cases\n\n- If Apify authentication is unavailable, provide the correct Actor or MCP connection path but do not execute paid work on somebody else's credentials.\n- If the live Actor schema differs from this skill, follow the live schema and update assumptions accordingly.\n- If the page is JavaScript-only and the HTTP crawler returns incomplete content, stop and explain the rendering limitation instead of escalating into access-control bypass techniques.\n- If YouTube exposes no usable public captions, stop and report that limitation; do not silently switch to a different paid transcription product.\n- If a job page lacks salary or structured metadata, return the fields that are verifiably present and mark the rest missing.\n- If a requested run could become large or costly, shrink the initial input and ask for approval before materially expanding spend.\n\n## References\n\n- Signal Lab developer hub: https://first-livid-omega.vercel.app/\n- AI-agent discovery index: https://first-livid-omega.vercel.app/llms.txt\n- Official MCP Registry identity: `io.github.VZezelin/signal-lab-apify-tools`\n- Official MCP Registry search: https://registry.modelcontextprotocol.io/?q=io.github.VZezelin%2Fsignal-lab-apify-tools\n- Signal Lab on Apify: https://apify.com/signal_lab\n- YouTube Transcript API guide: https://first-livid-omega.vercel.app/youtube-transcript-api.html\n- Website to Markdown API guide: https://first-livid-omega.vercel.app/website-to-markdown-api.html\n- Job Posting Scraper API guide: https://first-livid-omega.vercel.app/job-posting-scraper-api.html\n","tagline":"Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent nee","category":"research","tags":["apify","web-scraping","mcp","data-api","agent-tools","agent-skill"],"author":"VZezelin","verified":false,"attribution":{"status":"community_submitted","statusLabel":"Community submitted","shortLabel":"COMMUNITY SUBMITTED","sourceLabel":"Community submitted","sourceDetail":"VZezelin/first","creatorName":"VZezelin","creatorUrl":"https://github.com/VZezelin","sourceUrl":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/vzezelin-first-signal-lab-apify-tools#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":0,"forks":0,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":34.38},"quality":{"score":57,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"0","tone":"neutral"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal","The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation."]},"trust":{"version":"trust-score-v5","score":57,"base_score":65,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","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":["57/100 Trust Score v5","65/100 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":30,"weight":0.13,"status":"fail","detail":"0 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"0 stars, 0 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"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":64,"weight":0.12,"status":"info","detail":"credential or environment access, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add VZezelin/first --skill signal-lab-apify-tools"},{"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":48,"weight":0.07,"status":"warn","detail":"secrets or environment access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","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":"fail","label":"GitHub adoption","detail":"0 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"0 stars, 0 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"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":"credential or environment access, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add VZezelin/first --skill signal-lab-apify-tools"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"secrets or environment access, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools"},{"status":"info","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":"pass","label":"OpenAgentSkill usage","detail":"1 views, 0 install copies"},{"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","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars","Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, network or browser access","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"0 GitHub stars","repoActivity":"0 stars, 0 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools","install":"npx skills add VZezelin/first --skill signal-lab-apify-tools","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, network or browser 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 VZezelin/first --skill signal-lab-apify-tools","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","Pushed today","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":["The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars"]},"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","apify","web-scraping","mcp","data-api","agent-tools"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add VZezelin/first --skill signal-lab-apify-tools","trust_score":57,"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"],"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","apify","web-scraping","mcp","data-api","agent-tools"],"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"],"knownRisks":["The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars","Stars/forks activity: 0 stars, 0 forks; 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Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","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":["57/100 Trust Score v5","65/100 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":30,"weight":0.13,"status":"fail","detail":"0 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"0 stars, 0 forks; 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issue activity unavailable in current metadata","Permission surface: secrets or environment access, network or browser access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":30,"weight":0.13,"status":"fail","detail":"0 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"0 stars, 0 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"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":64,"weight":0.12,"status":"info","detail":"credential or environment access, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add VZezelin/first --skill signal-lab-apify-tools"},{"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":48,"weight":0.07,"status":"warn","detail":"secrets or environment access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","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":"fail","label":"GitHub adoption","detail":"0 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"0 stars, 0 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"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":"credential or environment access, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add VZezelin/first --skill signal-lab-apify-tools"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"secrets or environment access, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools"},{"status":"info","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":"pass","label":"OpenAgentSkill usage","detail":"1 views, 0 install copies"},{"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","Install command has no obvious high-risk pattern"],"warnings":["The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars","Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, network or browser access"],"evidence":{"stars":"0 GitHub stars","repoActivity":"0 stars, 0 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools","install":"npx skills add VZezelin/first --skill signal-lab-apify-tools","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add VZezelin/first --skill signal-lab-apify-tools","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","Pushed today"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars"]},"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","apify","web-scraping","mcp","data-api","agent-tools"],"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"],"knownRisks":["The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars","Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, network or browser access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":40,"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: Secrets or environment access","40/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"},{"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: Secrets or environment access","Permission surface may require sandboxing"],"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: Secrets or environment access","40/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":63,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: secrets or environment access, network or browser access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: secrets or environment access, network or browser access"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Secrets or environment access","Permission surface may require sandboxing","The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","No explicit mention of handling API rate limits or error handling for Apify runs, though the workflow implies waiting for completion.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars","Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata"],"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 signal-lab-apify-tools before installing it in an agent workflow","research","Web scraping workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add VZezelin/first --skill signal-lab-apify-tools"]},{"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 VZezelin/first --skill signal-lab-apify-tools"]},{"id":"trust_score","label":"Trust score","status":"warn","score":65,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","0 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":72,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":40,"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":"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":100,"required_for_auto_install":false,"detail":"Pushed today","evidence":["Pushed today"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":48,"required_for_auto_install":true,"detail":"secrets or environment access, network or browser access","evidence":["Network access: medium","Filesystem access: medium","Secrets or environment access: high"]},{"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/vzezelin-first-signal-lab-apify-tools/evals","api":"/api/agent/evals?slug=vzezelin-first-signal-lab-apify-tools","text":"/api/agent/evals?slug=vzezelin-first-signal-lab-apify-tools&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"vzezelin-first-signal-lab-apify-tools","name":"signal-lab-apify-tools","description":"Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. 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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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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 \"signal-lab-apify-tools\" as a Claude Code skill from https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools. 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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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 \"signal-lab-apify-tools\" from https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools 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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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/vzezelin-first-signal-lab-apify-tools/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/vzezelin-first-signal-lab-apify-tools"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"0 GitHub stars","repoActivity":"0 stars, 0 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools","install":"npx skills add VZezelin/first --skill signal-lab-apify-tools","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, network or browser 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","apify","web-scraping","mcp","data-api","agent-tools"],"known_risks":["The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars","Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, network or browser access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. 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issue activity unavailable in current metadata"]},"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":57,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","High-risk permission hints: Secrets or environment access","Permission surface may require sandboxing","No explicit mention of handling API rate limits or error handling for Apify runs, though the workflow implies waiting for completion.","Quality score needs review"],"agent_contract":{"task_input":"Use signal-lab-apify-tools 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: 65/100 Manual review","Audit: 72/100 Needs review","Safety: 40/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"vzezelin-first-signal-lab-apify-tools (signal-lab-apify-tools)","install_command":"npx skills add VZezelin/first --skill signal-lab-apify-tools","risk_summary":"Needs review; 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Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities.","category":"research","url":"https://www.openagentskill.com/skills/vzezelin-first-signal-lab-apify-tools","repository":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools","github_repo":"VZezelin/first"},"suited_tasks":["Web scraping workflows","Claude Code teams","builders willing to evaluate younger projects","Crawl target URLs","Extract tables and metadata","Normalize messy page content","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add VZezelin/first --skill signal-lab-apify-tools","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 vzezelin-first-signal-lab-apify-tools"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"signal-lab-apify-tools\" agent skill from https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools. 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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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 \"signal-lab-apify-tools\" as a Claude Code skill from https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools. 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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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 \"signal-lab-apify-tools\" from https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools 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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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/vzezelin-first-signal-lab-apify-tools/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/vzezelin-first-signal-lab-apify-tools"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"0 GitHub stars","repoActivity":"0 stars, 0 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools","install":"npx skills add VZezelin/first --skill signal-lab-apify-tools","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, network or browser 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","apify","web-scraping","mcp","data-api","agent-tools"],"known_risks":["The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars","Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, network or browser access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. 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issue activity unavailable in current metadata"]},"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":57,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","High-risk permission hints: Secrets or environment access","Permission surface may require sandboxing","No explicit mention of handling API rate limits or error handling for Apify runs, though the workflow implies waiting for completion.","Quality score needs review"],"agent_contract":{"task_input":"Use signal-lab-apify-tools 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: 65/100 Manual review","Audit: 72/100 Needs review","Safety: 40/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"vzezelin-first-signal-lab-apify-tools (signal-lab-apify-tools)","install_command":"npx skills add VZezelin/first --skill signal-lab-apify-tools","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":"vzezelin-first-signal-lab-apify-tools","task":"Use signal-lab-apify-tools 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/vzezelin-first-signal-lab-apify-tools","api":"https://www.openagentskill.com/api/agent/skills/vzezelin-first-signal-lab-apify-tools","audit":"https://www.openagentskill.com/skills/vzezelin-first-signal-lab-apify-tools/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=vzezelin-first-signal-lab-apify-tools&task=Use%20signal-lab-apify-tools%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20signal-lab-apify-tools%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20signal-lab-apify-tools%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/vzezelin-first-signal-lab-apify-tools/install","manifest":"https://www.openagentskill.com/api/registry/manifest/vzezelin-first-signal-lab-apify-tools"}},"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":"web-scraping","title":"Web scraping"},{"slug":"research-agents","title":"Research agents"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add VZezelin/first --skill signal-lab-apify-tools","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":0,"starsLabel":"0","forks":0,"license":"MIT","qualityScore":57,"trustScore":65,"auditScore":72},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-09-05T00:02:19+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","No explicit mention of handling API rate limits or error handling for Apify runs, though the workflow implies waiting for completion.","Low GitHub adoption signal","Quality score needs review"]},"coverageTags":["Research","Research agents","apify","web-scraping","mcp","data-api","agent-tools","agent-skill"]},"audit":{"audit_score":72,"risk_level":"needs_review","risk_label":"Needs review","quality_score":57,"trust_score":65,"maintenance_score":100,"security_score":75,"install_score":92,"warnings":["Permission surface may require sandboxing","The SKILL.md is truncated in the excerpt, but the provided content appears complete enough for evaluation.","No explicit mention of handling API rate limits or error handling for Apify runs, though the workflow implies waiting for completion.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 0 GitHub stars","Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, network or browser access"]},"quality_signals":{"model":"v2","star_score":0,"usage_score":0,"review_score":12.38,"metadata_score":7,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"multimodal-media","title":"Multimodal media","url":"https://www.openagentskill.com/use-cases/multimodal-media"}],"stacks":[{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"}],"install":"npx skills add VZezelin/first --skill signal-lab-apify-tools","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 vzezelin-first-signal-lab-apify-tools","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 \"signal-lab-apify-tools\" agent skill from https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools. 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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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 \"signal-lab-apify-tools\" as a Claude Code skill from https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools. 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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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 \"signal-lab-apify-tools\" from https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools 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: Use Signal Lab's focused Apify data APIs or Official MCP tools for public YouTube captions, website-to-Markdown RAG ingestion, known job-posting extraction, Amazon price tracking, Google Autocomplete research, Reddit research, and restaurant menu extraction. Use when an agent needs one of these public-data workflows and should choose a bounded, truthful Apify or MCP path instead of inventing scraping capabilities. 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\":\"vzezelin-first-signal-lab-apify-tools\",\"task\":\"Install signal-lab-apify-tools\",\"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/VZezelin/first/tree/main/skills/signal-lab-apify-tools","github_repo":"VZezelin/first","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/vzezelin-first-signal-lab-apify-tools","repository":"https://github.com/VZezelin/first/tree/main/skills/signal-lab-apify-tools","api":"/api/agent/skills/vzezelin-first-signal-lab-apify-tools","install_api":"/api/skills/vzezelin-first-signal-lab-apify-tools/install"},"meta":{"created_at":"2026-09-04T23:54:09.987088+00:00","updated_at":"2026-09-05T00:05:17.466036+00:00","agent_friendly":true}}