Comparison
Agent-Reach vs advertising-skills
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.
Markdown twin · Agent-Reach alternatives · advertising-skills alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Agent-Reach | advertising-skills |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (107d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- 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.
Stars
- Agent-Reach
- 55k
- advertising-skills
- 687
Forks
- Agent-Reach
- 4.5k
- advertising-skills
- 56
Open issues
- Agent-Reach
- 144
- advertising-skills
- 1
Language
- Agent-Reach
- Python
- advertising-skills
- -
Adopt for
- Agent-Reach
- -
- advertising-skills
- -
Persona
- Agent-Reach
- -
- advertising-skills
- -
Runtime
- Agent-Reach
- -
- advertising-skills
- -
License
- Agent-Reach
- MIT
- advertising-skills
- -
Last pushed
- Agent-Reach
- Jul 10, 2026
- advertising-skills
- Mar 26, 2026
Categories
- Agent-Reach
- LLM Frameworks, AI Agents, Developer Tools
- advertising-skills
- AI Agents
Trust and health
Maintenance
- Agent-Reach
- Very active (96%)
- advertising-skills
- Slowing (36%)
Days since push
- Agent-Reach
- 0d
- advertising-skills
- 107d
Open issues (now)
- Agent-Reach
- 144
- advertising-skills
- 1
Security scan
- Agent-Reach
- No MCP manifest
- advertising-skills
- No lockfile
Full report
- Agent-Reach
- Trust report
- advertising-skills
- Trust report
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.
When NOT to use Agent-Reach
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- 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.
Choose advertising-skills if…
- Tags unique to advertising-skills: openclaw, openclawskill, codex, advertising.
- Leaner open-issue backlog (1).
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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Panniantong/Agent-Reach) · observed Jul 11, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 11, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (realkimbarrett/advertising-skills) · observed Jul 11, 2026
- GitHub forks (realkimbarrett/advertising-skills) · observed Jul 11, 2026
- Last push (realkimbarrett/advertising-skills) · observed Mar 26, 2026
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Agent-Reach 55k · advertising-skills 687 (synced Jul 11, 2026).
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?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. 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.
- 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 and advertising-skills alternatives (Agent-Reach markdown twin, advertising-skills markdown twin), 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 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; advertising-skills trust report.