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exploring-live-traffic

Inspects PostHog Web analytics Live tab data — current users online, last-30-minutes pageviews, top pages, referrers, devices, browsers, countries, bot traffic, and the per-minute bot/users charts. Use when the user asks "who is on my site right now?", "what is happening live?", "what bots are crawling me?", asks about the "live tab" / "live dashboard", wants live numbers (last 30 min), or wants help filtering or drilling into the live view. Also covers building product-analytics insights that mirror what the tiles show.

77

Quality

96%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%

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

A dense, highly actionable body that gives Claude exact flags, event properties, and copy-paste insight recipes with clear decision guidance. Its only weakness is progressive disclosure: at ~230 lines with large inline tables and JSON, it would benefit from splitting some material into a reference file.

Suggestions

Move the full TrendsQuery JSON recipes and/or the tile inventory tables into a reference file (e.g. references/live-recipes.md), keeping SKILL.md as a concise overview that links one level deep.

Collapse the two bot insight JSON blocks into one parameterized example (with the single-bot drill-down shown as a properties delta) to cut duplicated inline JSON.

Consider extracting the 'Common requests and the right move' table into a quick-reference so the core workflow stays scannable.

DimensionReasoningScore

Conciseness

Lean and efficient: it assumes Claude's competence, gives exact flag names, event lists, and copy-paste JSON with no padded explanations of what web analytics or bots are; length reflects a rich domain rather than fluff.

3 / 3

Actionability

Provides fully executable TrendsQuery JSON objects, exact property keys ($virt_is_bot, $virt_bot_name, $virt_traffic_category), a breakdown-property table, and concrete default rules (date_from: -7d, interval by window) that are copy-paste ready.

3 / 3

Workflow Clarity

Clear decision flow from 'When to use' through tab structure, filter handling, and insight-building patterns, with the 'Common requests and the right move' table and 'Defaults to use' acting as explicit checkpoints; no destructive/batch validation gap applies.

3 / 3

Progressive Disclosure

Well-organized single-file skill with clean sections and no nested references, but it exceeds the simple-skill line and keeps large inline tile tables and full query JSON that could be split into one-level-deep reference files.

2 / 3

Total

11

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12

Passed

Description

100%

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, third-person description that names a wide range of concrete capabilities and pairs them with explicit, natural trigger phrases. It clearly answers both what the skill does and when to use it without vague fluff or over-claims.

DimensionReasoningScore

Specificity

Enumerates many concrete actions — 'current users online, last-30-minutes pageviews, top pages, referrers, devices, browsers, countries, bot traffic, and the per-minute bot/users charts' — plus 'building product-analytics insights that mirror what the tiles show', matching the multiple-concrete-actions anchor.

3 / 3

Completeness

Explicitly states what ('Inspects PostHog Web analytics Live tab data ...') and when ('Use when the user asks ...'), with explicit trigger clauses, so it clearly answers both what and when.

3 / 3

Trigger Term Quality

Includes natural quoted user phrasings — 'who is on my site right now?', 'what is happening live?', 'what bots are crawling me?', 'live tab' / 'live dashboard', 'last 30 min' — giving strong coverage of terms users would actually say.

3 / 3

Distinctiveness Conflict Risk

Niche is clearly scoped to the PostHog Web analytics Live tab with 'live'-specific triggers unlikely to fire for unrelated skills; the insight-building extension is framed as mirroring live tiles, keeping it distinct.

3 / 3

Total

12

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12

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
PostHog/posthog
Reviewed

Table of Contents

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