--- title: "Agent-Reach vs advertising-skills" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/panniantong-agent-reach-vs-realkimbarrett-advertising-skills" tools: ["panniantong-agent-reach", "realkimbarrett-advertising-skills"] --- # Agent-Reach vs advertising-skills *GraphCanon updated Jul 11, 2026* ## Verdict Pick Agent-Reach when tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, cursor; pick advertising-skills when tags unique to advertising-skills: openclaw, openclawskill, codex, advertising. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) reports 55k GitHub stars, 4.5k forks, and 144 open issues, last pushed Jul 10, 2026. [advertising-skills](https://advertisingskills.io/) has 687 stars, 56 forks, and 1 open issues, last pushed Mar 26, 2026. Figures are from public GitHub metadata via [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach) and [advertising-skills's repository](https://github.com/realkimbarrett/advertising-skills). | | [Agent-Reach](/tools/panniantong-agent-reach.md) | [advertising-skills](/tools/realkimbarrett-advertising-skills.md) | | --- | --- | --- | | Tagline | Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | Advertising Skills for Open Claw, Claude Code & AI agents. Direct response, paid ads, funnels, and copy systems. | | Stars | 54,715 | 687 | | Forks | 4,509 | 56 | | Open issues | 144 | 1 | | Language | Python | - | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | - | | Categories | AI Agents, LLM Frameworks, Developer Tools | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Agent-Reach](/tools/panniantong-agent-reach.md) | [advertising-skills](/tools/realkimbarrett-advertising-skills.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 107d | | Open issues (now) | 144 | 1 | | Security scan | No MCP manifest | No lockfile | | Full report | [trust report](/tools/panniantong-agent-reach/trust.md) | [trust report](/tools/realkimbarrett-advertising-skills/trust.md) | ## Choose when ### Choose Agent-Reach if… - Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, cursor. - Also covers LLM Frameworks, Developer Tools. - More GitHub stars (55k vs 687) - visibility, not fit. ### Choose advertising-skills if… - Tags unique to advertising-skills: openclaw, openclawskill, codex, advertising. - Leaner open-issue backlog (1). ## When NOT to use Agent-Reach - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use advertising-skills - Last GitHub push was 107 days ago (slowing maintenance, Mar 26, 2026). Validate activity before betting a new project on advertising-skills. - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ## Common questions ### What is the difference between Agent-Reach and advertising-skills? Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. advertising-skills: Advertising Skills for Open Claw, Claude Code & AI agents. Direct response, paid ads, funnels, and copy systems.. See the comparison table for live GitHub stats and shared categories. ### When should I choose Agent-Reach over advertising-skills? Choose Agent-Reach over advertising-skills when Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, cursor; Also covers LLM Frameworks, Developer Tools; More GitHub stars (55k vs 687) - visibility, not fit. ### When should I choose advertising-skills over Agent-Reach? Choose advertising-skills over Agent-Reach when Tags unique to advertising-skills: openclaw, openclawskill, codex, advertising; Leaner open-issue backlog (1). ### When should I avoid Agent-Reach? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid advertising-skills? Last GitHub push was 107 days ago (slowing maintenance, Mar 26, 2026). Validate activity before betting a new project on advertising-skills. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ### Is Agent-Reach or advertising-skills more popular on GitHub? Agent-Reach has more GitHub stars (54,715 vs 687). Stars measure visibility, not whether either tool fits your constraints. ### Are Agent-Reach and advertising-skills open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to Agent-Reach or advertising-skills? GraphCanon lists graph-backed alternatives at [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) and [advertising-skills alternatives](/tools/realkimbarrett-advertising-skills/alternatives) ([Agent-Reach markdown twin](/tools/panniantong-agent-reach/alternatives.md), [advertising-skills markdown twin](/tools/realkimbarrett-advertising-skills/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/panniantong-agent-reach-vs-realkimbarrett-advertising-skills.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Agent-Reach or advertising-skills? Agent-Reach: Very active. advertising-skills: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for Agent-Reach and advertising-skills? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Agent-Reach trust report](/tools/panniantong-agent-reach/trust); [advertising-skills trust report](/tools/realkimbarrett-advertising-skills/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=panniantong-agent-reach`](/api/graphcanon/graph?tool=panniantong-agent-reach) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_