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performance-monitor

Use when the user asks to "generate an SEO report", "出月报", "set SEO alerts", or "排名掉了提醒我"; two modes — report builds multi-metric traffic/ranking/authority/content dashboards, and alert configures threshold notifications for future ranking, traffic, technical, backlink, competitor, and AI-visibility changes. Not for raw position-by-position deltas — use rank-tracker. SEO报告/绩效仪表盘/SEO预警/排名监控

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-engineered, highly actionable skill body: concrete commands, threshold tables, gated workflows with checklists, and a real reference bundle split out per topic. Its main costs are repetition of the labeling/protocol discipline across four sections and several out-of-bundle references that cannot be followed from the skill directory itself.

Suggestions

State the Measured / User-provided / Estimated labeling rule once (e.g., in Shared discipline) and reference it from the other sections instead of repeating it in Data Sources, the threshold table, and Reading Deltas.

Consolidate the repeated links to skill-contract.md and measurement-protocol.md into the Reference Materials section only, trimming the inline restatements of their contents (e.g., the required-readback-fields list duplicates what measurement-protocol.md should carry).

Move out-of-bundle dependencies (../../../CONNECTORS.md, ../../../scripts/connectors/README.md, ../../../references/*) into a short single 'Plugin resources' block with a note on where they resolve from, so every path from SKILL.md is followable or explicitly marked external.

DimensionReasoningScore

Conciseness

The body is skill-specific protocol rather than general knowledge Claude already has (no "what is SEO" padding), but the labeling rule "Label every figure Measured / User-provided / Estimated" is repeated in Data Sources, Shared discipline, the Alert Threshold Quick Reference, and Reading Deltas, and the external contract references (skill-contract.md, measurement-protocol.md) are linked multiple times. Mostly efficient with several repetitions that could be consolidated — anchor 3, not 4, because the duplication is more than "minor instances".

3 / 5

Actionability

Fully concrete: copy-paste commands ("python3 \"${CLAUDE_PLUGIN_ROOT}/scripts/connectors/ledger.py\" record <domain> --source monitor --data '{\"sessions\": ..., ...}'"), a complete threshold table (">3 position drop", "-30% WoW", "trailing 28-day median"), example invocations in Quick Start, and numbered section-by-section steps for both modes. Matches anchor 5's copy-paste-ready commands covering common cases.

5 / 5

Workflow Clarity

Step 0 mode selection with a tense-inference rule, numbered steps per mode, explicit decision gates split into "Stop and ask" (with enumerated options) and "Continue silently", "Done when" checklists per mode, and feedback loops ("A fired alert opens a readback window, not an instant verdict — confirm the drop holds before declaring an incident"). This matches anchor 5's explicit validation, error-recovery loops, and checklists.

5 / 5

Progressive Disclosure

A Reference Materials section with one-line descriptions plus in-context links, and all six local bundle files (report-output-templates.md, alert-configuration-templates.md, kpi-definitions.md, report-templates.md, alert-threshold-guide.md, evidence-and-cycle-control.md) exist with substantive content. Held at anchor 4 rather than 5 because multiple references point outside the skill bundle at ../../../ depth (../../../references/skill-contract.md, ../../../references/measurement-protocol.md, ../../../scripts/connectors/README.md, ../../../CONNECTORS.md), which are unverifiable from the bundle and add navigation friction — a minor organization gap.

4 / 5

Total

17

/

20

Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: bilingual natural trigger phrases, both modes' capabilities stated concretely, and an explicit boundary against the adjacent rank-tracker skill. The only weakness is mild padding from the trailing keyword string, which duplicates triggers already quoted.

DimensionReasoningScore

Specificity

Quotes: "report builds multi-metric traffic/ranking/authority/content dashboards, and alert configures threshold notifications for future ranking, traffic, technical, backlink, competitor, and AI-visibility changes" — several concrete actions with enumerated scope for both modes. It falls short of anchor 5 because "builds dashboards" and "configures threshold notifications" are less fully specified than anchor-5's action lists, and the trailing keyword string adds no capability; it is clearly above anchor 3's "1-2 concrete actions".

4 / 5

Completeness

Explicitly answers both: what ("two modes — report builds... dashboards, and alert configures threshold notifications...") and when ("Use when the user asks to...") with concrete trigger phrases, plus a negative boundary ("Not for raw position-by-position deltas — use rank-tracker"). Matches anchor 5 exactly; anchor 4's weaker/less-explicit 'when' does not apply.

5 / 5

Trigger Term Quality

Quotes: "generate an SEO report", "出月报", "set SEO alerts", "排名掉了提醒我" plus the synonym string "SEO报告/绩效仪表盘/SEO预警/排名监控" — natural user phrasings in both English and Chinese with synonym coverage. Matches anchor 5's comprehensive natural-term coverage; anchor 4 ("a few natural terms missing") would understate the bilingual phrase and synonym coverage.

5 / 5

Distinctiveness Conflict Risk

Clear SEO/GEO performance-monitoring niche with an explicit disambiguation from the nearest neighbor: "Not for raw position-by-position deltas — use rank-tracker." Minimal conflict risk as in anchor 5; anchor 4's "minor overlap risk with closely related skills" is superseded by the explicit carve-out.

5 / 5

Total

19

/

20

Passed

Validation

75%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 12 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 14 suspicious

Warning

referenced_paths_exist

Referenced path issues: 3 missing, 1 deeper-than-1-level

Warning

Total

12

/

16

Passed

Repository

aaron-he-zhu/aaron-marketing-skills

Path

seo-geo/evaluate/performance-monitor/SKILL.md

Reviewed

Table of Contents

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