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aaron-he-zhu

Backlink Analyzer

by Aaron Zhu · GitHub ↗ · v9.9.5 · MIT-0
cross-platform ✓ Security Clean
2324
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1
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9
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Install in OpenClaw
/install backlink-analyzer
Description
Use when analyzing backlink profiles, link authority, toxic links, link-building opportunities, or competitor link gaps. 外链分析/反向链接
README (SKILL.md)

Backlink Analyzer

Analyzes backlink profiles for quality, risk, competitive gaps, and link-building opportunities.

Quick Start

Analyze backlink profile for [domain]
Find link building opportunities by analyzing [competitor domains]

Skill Contract

Expected output: a backlink report or delta summary plus the standard handoff summary for memory/monitoring/.

  • Reads: current metrics, baselines, alert thresholds, and reporting context from CLAUDE.md and the shared State Model when available.
  • Writes: a user-facing monitoring deliverable and reusable summary.
  • Promotes: significant changes, confirmed anomalies, and follow-up actions to memory/open-loops.md and memory/decisions.md.
  • Primary next skill: domain-authority-auditor when toxicity or authority concerns need formal scoring.

Handoff Summary

Emit the standard shape from skill-contract.md §Handoff Summary Format.

Data Sources

All integrations optional (see CONNECTORS.md). With tools, pull backlink profiles from ~~link database and competitor data from ~~SEO tool. Without tools, ask for backlink CSVs, referring domains, competitor domains, and link changes. Respect robots.txt and TOS per SECURITY.md.

Instructions

When a user requests backlink analysis:

  1. Generate Profile Overview — key metrics, link velocity, authority distribution, and profile health score.
  2. Analyze Link Quality — top backlinks, link type mix, anchor text distribution, and geography.
  3. Identify Toxic Links — risk indicators, links to review, and disavow recommendations.
  4. Compare Against Competitors — profile comparison, link intersection, and top linked competitor content.
  5. Find Link Building Opportunities — intersection prospects, broken links, unlinked mentions, resource pages, guest posts, and effort-vs-impact priorities.
  6. Track Link Changes — new and lost links, net change, and recovery priorities.
  7. Generate Backlink Report — executive summary, strengths, concerns, opportunities, competitive position, recommended actions, and KPIs.

Reference: See references/analysis-templates.md for the compact output templates used in all seven steps.

CITE Item Mapping

When running domain-authority-auditor after this analysis, the following data feeds directly into CITE scoring:

Backlink Metric CITE Item Dimension
Referring domains count C01 (Referring Domain Volume) Citation
Authority distribution (DA breakdown) C02 (Referring Domains Quality) Citation
Link velocity C04 (Link Velocity) Citation
Geographic distribution C10 (Link Source Diversity) Citation
Dofollow/Nofollow ratio T02 (Dofollow Ratio Normality) Trust
Toxic link analysis T01 (Link Profile Naturalness), T03 (Link-Traffic Coherence) Trust
Competitive link intersection T05 (Profile Uniqueness) Trust

Example

Sample outcome: a link-intersection table, top immediate opportunities, and an estimated impact model. Keep the full structure in references/analysis-templates.md.

Tips for Success

Prioritize quality, monitor regularly, diversify anchors and link types, and disavow cautiously.

Link Quality and Strategy Reference

Reference: See references/link-quality-rubric.md for the scoring matrix, toxic-link criteria, benchmarks, and disavow guidance.

Reference: See references/outreach-templates.md for outreach frameworks, subject lines, response benchmarks, follow-up sequences, and templates.

Save Results

Ask "Save these results?" If yes, write memory/monitoring/YYYY-MM-DD-\x3Ctopic>.md with headline finding, actions, and open loops. If toxic ratio exceeds 15%, recommend domain-authority-auditor.

Reference Materials

Next Best Skill

Toxic ratio > 15% → domain-authority-auditor. Otherwise → Terminal. Visited-set rule applies per skill-contract.md.

Usage Guidance
This skill appears coherent and low-risk: it’s instruction-only, has no installers, and does not request secrets. Before installing, consider: 1) If you connect external SEO tools, only supply scoped API keys and verify which connector endpoints will be used. 2) The skill will write analysis summaries to agent memory (open-loops/decisions); avoid feeding sensitive or personally identifiable data in uploads if you do not want it stored. 3) Outreach templates are provided but the skill does not itself send emails — confirm your agent/tooling won't autonomously perform outreach without explicit consent. If you want extra assurance, review the CONNECTORS.md (if present) to see how optional integrations behave and which endpoints they call.
Capability Analysis
Type: OpenClaw Skill Name: backlink-analyzer Version: 9.9.5 The backlink-analyzer skill is a purely instructional bundle providing templates and rubrics for SEO backlink audits. It contains no executable code, shell scripts, or suspicious network calls, and its instructions are strictly aligned with its stated purpose of analyzing link profiles and identifying toxic links. All files, including SKILL.md and the reference templates, follow standard agentic patterns for reporting and state management without any indicators of malicious intent or prompt injection.
Capability Tags
crypto
Capability Assessment
Purpose & Capability
The name/description (backlink analysis, toxic links, opportunities) aligns with the SKILL.md content and the included templates. There are no unexpected required binaries, env vars, or installs that would be unrelated to SEO/backlink analysis.
Instruction Scope
Instructions are scoped to collecting backlink data (via optional connectors or user-uploaded CSVs), analysing link quality, identifying toxic links, comparing competitors, and producing reports/templates. The SKILL.md references reading repository documents (CLAUDE.md, state model) and writing standard agent memory files (memory/open-loops.md, memory/decisions.md) which is consistent with producing and tracking analysis. It does not direct the agent to read arbitrary system files, secret env vars, or post data to unexpected external endpoints.
Install Mechanism
No install spec and no code files — instruction-only — so nothing will be downloaded or written to disk by an installer. This is the lowest-risk installation profile.
Credentials
The skill declares no required environment variables, credentials, or config paths. Where external SEO tool connectors are optional, the SKILL.md sensibly asks for connectors or CSV uploads; any API keys would be provided only if the user opts to connect tools. No unrelated credentials are requested.
Persistence & Privilege
The skill writes analysis outputs and promotes actions into agent memory files (open-loops/decisions), which is appropriate for a reporting/monitoring skill. always:false (not force-installed) and normal autonomous invocation settings are used. Users should be aware that analyses and recommendations will be saved in the agent's memory files per the skill contract.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install backlink-analyzer
  3. After installation, invoke the skill by name or use /backlink-analyzer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v9.9.5
Published from v9.9.5 @ 7ecc77b
v9.9.0
Published from main @ 7861a09
v9.5.0
Published from main @ 9967b3d
v9.1.0
Published from main @ d9bf8c7
v9.0.1
Published from main @ 3642433
v9.0.0
Published from main @ 032eb65
v8.0.2
Published from main @ 728f02d
v8.0.1
Published from main @ e644cbe
v8.0.0
v8.0.0: Unified version release — consolidates Wiki Knowledge Layer, Auditor Runbook inline strategy, Critical Fail Cap, Guardrail Negatives, and 2 new commands
v7.2.0
v7.2.0: conversion-focused first paragraphs, cross-promotion tables, deduplicated Chinese keywords, semantic density paragraphs for on-page/technical SEO auditors
v7.1.0
Improve ClawHub search discoverability: optimized display name, tags, and description for vector search
v7.0.0
v7.0.0: Wiki Knowledge Layer + infrastructure upgrades
v6.2.0
v6.2.0: when_to_use + argument-hint frontmatter, hook hardening, memory system upgrades
v6.0.0
v6.0.0: GStack pattern adoption — Completion Status Protocol, Escalation Protocol, Anti-Slop Output Voice, 8 named workflow phases, Decision Gates, AUTO-FIX vs ASK, 750+ multilingual triggers, all descriptions ≤180 UTF-8 bytes for full ClawHub display
v5.1.0
v5.1.0: multilingual trigger optimization — 5 languages, 750+ triggers, 8-agent reviewed
v5.0.0
v5.0.0: Unified operating model — hook automation, temperature memory, protocol gates, state write-through, trigger widening
v4.1.0
v4.1.0: publish GitHub absolute links for published docs and sync version metadata
v4.0.0
v4.0.0: ClawHub-first marketplace optimization — security fixes, vector search descriptions, multi-ecosystem install docs
v3.0.0
**Major update: Expanded functionality, new output templates, and improved integration details.** - Adds references/analysis-templates.md for structured output templates. - SKILL.md: Enhanced and clarified instructions for all 7 analysis/reporting steps. - Expanded feature/tags list, improved compatibility metadata, and explicit integration variables. - Step-by-step guidance for profile overview, quality, toxicity, opportunities, competitor, and link change tracking. - Adds CITE item mapping and input/output validation checkpoints for more robust analysis. - General description and instructions have been streamlined for clarity.
v2.0.0
**Summary:** This update adds structured metadata, improved description, license, tags, author, and precise usage triggers to the skill, making it easier to discover and integrate. - Added detailed metadata block: license, author, version, tags, triggers, and geo-relevance. - Expanded and clarified the description to specify intended use cases and integration with related skills. - Listed explicit triggers for typical backlink-related queries, enhancing discoverability. - Added cross-references to related skills (internal linking, competitor analysis). - Minor formatting improvements and a link to the SEO & GEO Skills Library for easier navigation.
Metadata
Slug backlink-analyzer
Version 9.9.5
License MIT-0
All-time Installs 9
Active Installs 9
Total Versions 23
Frequently Asked Questions

What is Backlink Analyzer?

Use when analyzing backlink profiles, link authority, toxic links, link-building opportunities, or competitor link gaps. 外链分析/反向链接. It is an AI Agent Skill for Claude Code / OpenClaw, with 2324 downloads so far.

How do I install Backlink Analyzer?

Run "/install backlink-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Backlink Analyzer free?

Yes, Backlink Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Backlink Analyzer support?

Backlink Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Backlink Analyzer?

It is built and maintained by Aaron Zhu (@aaron-he-zhu); the current version is v9.9.5.

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