--- title: "dev-gtm-claude-skills vs Agent-Reach" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/infrasity-labs-dev-gtm-claude-skills-vs-panniantong-agent-reach" tools: ["infrasity-labs-dev-gtm-claude-skills", "panniantong-agent-reach"] --- # dev-gtm-claude-skills vs Agent-Reach *GraphCanon updated Jul 11, 2026* ## Verdict Pick dev-gtm-claude-skills when tags unique to dev-gtm-claude-skills: ai-citation, ai-visibility, claude, claude-skills; pick Agent-Reach when tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation. [dev-gtm-claude-skills](https://www.infrasity.com/claude-skills) reports 87 GitHub stars, 3 forks, and 0 open issues, last pushed Jun 28, 2026. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) has 55k stars, 4.5k forks, and 144 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [dev-gtm-claude-skills's repository](https://github.com/Infrasity-Labs/dev-gtm-claude-skills) and [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach). | | [dev-gtm-claude-skills](/tools/infrasity-labs-dev-gtm-claude-skills.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Tagline | Open-source Claude skills for GEO, AI discoverability, and developer GTM workflows. Built for developer-focused companies that want their documentation to be found, parsed, and cited by AI systems. | Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | | Stars | 87 | 54,715 | | Forks | 3 | 4,509 | | Open issues | 0 | 144 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Developer Tools | AI Agents, Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [dev-gtm-claude-skills](/tools/infrasity-labs-dev-gtm-claude-skills.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 13d | 0d | | Open issues (now) | 0 | 144 | | Security scan | No criticals | No MCP manifest | | Full report | [trust report](/tools/infrasity-labs-dev-gtm-claude-skills/trust.md) | [trust report](/tools/panniantong-agent-reach/trust.md) | ## Choose when ### Choose dev-gtm-claude-skills if… - Tags unique to dev-gtm-claude-skills: ai-citation, ai-visibility, claude, claude-skills. - Leaner open-issue backlog (0). ### Choose Agent-Reach if… - Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation. - Also covers AI Agents, LLM Frameworks. - More GitHub stars (55k vs 87) - visibility, not fit. ## When NOT to use dev-gtm-claude-skills - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## 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. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between dev-gtm-claude-skills and Agent-Reach? dev-gtm-claude-skills: Open-source Claude skills for GEO, AI discoverability, and developer GTM workflows. Built for developer-focused companies that want their documentation to be found, parsed, and cited by AI systems.. 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.. See the comparison table for live GitHub stats and shared categories. ### When should I choose dev-gtm-claude-skills over Agent-Reach? Choose dev-gtm-claude-skills over Agent-Reach when Tags unique to dev-gtm-claude-skills: ai-citation, ai-visibility, claude, claude-skills; Leaner open-issue backlog (0). ### When should I choose Agent-Reach over dev-gtm-claude-skills? Choose Agent-Reach over dev-gtm-claude-skills when Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents, LLM Frameworks; More GitHub stars (55k vs 87) - visibility, not fit. ### When should I avoid dev-gtm-claude-skills? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### 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. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is dev-gtm-claude-skills or Agent-Reach more popular on GitHub? Agent-Reach has more GitHub stars (54,715 vs 87). Stars measure visibility, not whether either tool fits your constraints. ### Are dev-gtm-claude-skills and Agent-Reach open source? Yes - both are open-source projects on GitHub (dev-gtm-claude-skills: MIT, Agent-Reach: MIT). ### Where can I find alternatives to dev-gtm-claude-skills or Agent-Reach? GraphCanon lists graph-backed alternatives at [dev-gtm-claude-skills alternatives](/tools/infrasity-labs-dev-gtm-claude-skills/alternatives) and [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) ([dev-gtm-claude-skills markdown twin](/tools/infrasity-labs-dev-gtm-claude-skills/alternatives.md), [Agent-Reach markdown twin](/tools/panniantong-agent-reach/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/infrasity-labs-dev-gtm-claude-skills-vs-panniantong-agent-reach.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, dev-gtm-claude-skills or Agent-Reach? dev-gtm-claude-skills: Active. Agent-Reach: Very active. 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 dev-gtm-claude-skills and Agent-Reach? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [dev-gtm-claude-skills trust report](/tools/infrasity-labs-dev-gtm-claude-skills/trust); [Agent-Reach trust report](/tools/panniantong-agent-reach/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=infrasity-labs-dev-gtm-claude-skills`](/api/graphcanon/graph?tool=infrasity-labs-dev-gtm-claude-skills) - 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/_