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posthog-automation

Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.

80

1.44x
Quality

71%

Does it follow best practices?

Impact

100%

1.44x

Average score across 3 eval scenarios

SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./plugins/all-skills/skills/posthog-automation/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%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.

The body is well-structured, actionable, and concise, giving Claude concrete tool sequences and parameters for each PostHog workflow. Its main gap is the absence of explicit validation/feedback loops for batch and config-changing operations.

Suggestions

Add verification steps after destructive or batch operations (e.g., re-list flags to confirm creation, check event ingestion status) and a retry-on-error loop to support feedback recovery.

Consolidate the duplicated pitfall content between per-workflow "Pitfalls" blocks and the "Known Pitfalls" section to reduce token redundancy.

DimensionReasoningScore

Conciseness

Mostly lean and assumes Claude's competence, with concrete tool slugs and params; minor duplication between per-workflow "Pitfalls" and the later "Known Pitfalls" section could be trimmed.

4 / 5

Actionability

Provides concrete tool slugs, required/optional parameters, and a concrete JSON targeting example for feature flags; guidance is executable via MCP tool calls with only minor gaps.

4 / 5

Workflow Clarity

Workflows are sequenced with numbered tool steps and the setup includes an ACTIVE-connection checkpoint, but batch/config-changing operations (flag creation, event capture, flag deletion) lack explicit validate->fix->retry feedback loops, capping the score at 3.

3 / 5

Progressive Disclosure

Single-file skill with no bundle files but well-organized into workflows, common patterns, known pitfalls, and a quick-reference table, satisfying the simple-skill exception for progressive disclosure.

5 / 5

Total

16

/

20

Passed

Description

70%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.

The description is specific, distinct, and well-scoped to PostHog automation via Rube MCP, listing concrete capabilities. Its main weakness is the absence of an explicit "Use when..." trigger clause, which limits completeness.

Suggestions

Append an explicit invocation clause such as "Use when managing PostHog analytics, feature flags, or project data" to satisfy the "when should Claude use it" requirement.

Add a couple of natural trigger synonyms (e.g., "track events", "analytics", "rollouts") to broaden keyword coverage.

DimensionReasoningScore

Specificity

Lists several concrete capabilities ("events, feature flags, projects, user profiles, annotations") tied to a specific mechanism (Rube MCP / Composio), with only minor coverage gaps.

4 / 5

Completeness

Has a clear "what" (PostHog automation capabilities) but no explicit "Use when..." / when-to-invoke trigger clause, which caps completeness at 3 per the guideline.

3 / 5

Trigger Term Quality

Includes natural terms like "PostHog", "events", "feature flags", "projects", "user profiles", and "annotations" users would say, but omits common variants such as "analytics", "track events", or file extensions.

4 / 5

Distinctiveness Conflict Risk

Scoped to PostHog via the specific Rube MCP (Composio) integration with distinct capability triggers, giving a clear niche and minimal overlap with other skills.

5 / 5

Total

16

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
davepoon/buildwithclaude
Reviewed

Table of Contents

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