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building-workflows

Build, edit, test, enable, and monitor PostHog workflows over MCP. Author the action/edge graph so it runs and opens cleanly in the visual editor, then change drafts surgically with patch operations. Use when asked to build, set up, automate, change, fix, or debug a workflow, campaign, broadcast, drip sequence, or event-triggered automation in the workflows product.

76

Quality

96%

Does it follow best practices?

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SecuritybySnyk

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The risk profile of this skill

SKILL.md
Quality
Evals
Security

Quality

Content

92%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.

Excellent operational content: lean, highly actionable, with a clearly sequenced lifecycle and strong validation/feedback loops for destructive edits and publishes. The one real weakness is progressive disclosure — the two referenced files are dead links, defeating the navigation the structure promises.

Suggestions

Ship references/graph-schema.md and references/lifecycle-and-debugging.md (or remove the in-body links) so the repeatedly-cited graph-schema contract actually exists for Claude to load.

Verify every reference path in the body resolves to a real bundle file; broken links cap progressive_disclosure because navigation cannot complete.

If the references are intentionally deferred, note that inline rather than presenting them as existing files.

DimensionReasoningScore

Conciseness

Dense and operational throughout — no padding about what PostHog/MCP/workflows are; every line carries tool names, parameters, or failure-mode detail, assuming Claude's competence.

5 / 5

Actionability

Concrete tool calls (workflows-create, workflows-patch-graph, workflows-test-run), a complete copy-paste JSON graph example, and specific parameters (current_action_id, use_draft=true, confirm_token) make the guidance fully executable.

5 / 5

Workflow Clarity

An explicit 8-step lifecycle with validation checkpoints ('Every edit invalidates your earlier test — re-run'), a step-by-step test-run loop, and a deliberate preview → confirm → 409/400-retry publish cycle for batch/destructive changes.

5 / 5

Progressive Disclosure

The body is well-sectioned and clearly signals one-level-deep references to references/graph-schema.md and references/lifecycle-and-debugging.md, but those files do not exist in the bundle, so the signaled navigation is broken.

3 / 5

Total

18

/

20

Passed

Description

100%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, third-person description that states concrete capabilities across the workflow lifecycle and pairs them with a rich, explicit 'Use when...' trigger clause covering many natural phrasings. It is specific, complete, and clearly niche-scoped to PostHog workflows.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Build, edit, test, enable, and monitor', 'Author the action/edge graph', 'change drafts surgically with patch operations' — covering the full workflow lifecycle comprehensively.

5 / 5

Completeness

Explicitly answers both what ('Build, edit, test, enable, and monitor PostHog workflows over MCP... change drafts surgically with patch operations') and when ('Use when asked to build, set up, automate, change, fix, or debug...').

5 / 5

Trigger Term Quality

Natural user-facing verbs and nouns are densely covered — 'build, set up, automate, change, fix, or debug' plus 'workflow, campaign, broadcast, drip sequence, or event-triggered automation', including synonyms a user would actually say.

5 / 5

Distinctiveness Conflict Risk

Scoped to 'PostHog workflows' with a distinct trigger set (campaign, broadcast, drip sequence) unlikely to collide with other skills.

5 / 5

Total

20

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 4 missing

Warning

referenced_paths_exist

Referenced path issues: 8 missing

Warning

Total

14

/

16

Passed

Repository
PostHog/posthog
Reviewed

Table of Contents

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