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inbox-exploration

Explore PostHog's Inbox and act on what it surfaces — the place where signal reports cluster into actionable issues and trends. Use when the user asks "what's in my inbox?", "what should I look at?", "which reports are actionable?", "what's PostHog flagged recently?", asks about a specific report by ID or title, wants to act on / fix / implement a report (turn it into a PR), wants to resolve, dismiss, or snooze a report, or wants to see which signal sources are configured. Covers listing, filtering, drilling into, and acting on reports, plus pointers to the deeper `signals` skill when raw signals or semantic search are needed.

71

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

An exceptionally actionable, well-sequenced skill with strong validation feedback loops for its destructive and batch operations. Its main weakness is token efficiency — repeated content across the table, prose, and Tips sections, plus deeply nested provenance that could be trimmed or split out.

Suggestions

De-duplicate the write-tool list: it appears in the Available tools table, the prose paragraph immediately after, and the Tips section — keep it in one place and reference it.

Split reference-grade material (the nine canonical dismissal codes, full set-state semantics, suggested-reviewer provenance) into a one-level-deep reference file and link to it from the workflow, keeping SKILL.md as an overview.

Trim or compress the 'What "suggested reviewer" means' provenance (how the flag is produced) to the triage-relevant implications; the 3-step production detail is more than the agent needs to act.

DimensionReasoningScore

Conciseness

The body is dense and mostly high-signal operational detail Claude would not already know, but it is noticeably repetitive: the exposed write tools are enumerated in the table, re-explained in the paragraph after it, and again in Tips, and the 'verify against code' message appears in both the act-on workflow and Tips. The multi-paragraph 'how the flag is produced' provenance is deeper than triage needs.

3 / 5

Actionability

Fully executable guidance throughout — exact tool names with concrete JSON payloads (e.g. inbox-reports-list with status/limit filters), specific field names, HTTP status codes (409/400), the nine canonical dismissal codes enumerated, and ready-to-paste set-state examples covering the common cases.

5 / 5

Workflow Clarity

Each workflow is a numbered sequence with explicit validation checkpoints and feedback loops: the act-on workflow mandates verifying the diagnosis against code before implementing and releasing the claim if it fails, and destructive/batch state changes require user confirmation plus rationale capture, satisfying the destructive-operation validation bar.

5 / 5

Progressive Disclosure

Well-organized with clear section headers, a tool table, and distinct per-workflow blocks, but it is a ~540-line monolithic file with no bundle files; reference-grade material (full tool semantics, canonical codes, suggested-reviewer provenance) is inline rather than split into one-level-deep reference files.

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, third-person description that pairs concrete capabilities with an extensive set of natural trigger phrases and an explicit hand-off boundary to the signals skill. The only minor gap is that the headline 'what' stays one level abstract despite the concrete action list that follows.

DimensionReasoningScore

Specificity

Lists several concrete actions — 'listing, filtering, drilling into, and acting on reports' and 'act on / fix / implement a report (turn it into a PR)' — but the core 'what' ('Explore PostHog's Inbox and act on what it surfaces') stays slightly abstract, leaving minor coverage gaps rather than fully comprehensive concrete actions.

4 / 5

Completeness

Explicitly answers both what ('Explore PostHog's Inbox... Covers listing, filtering, drilling into, and acting on reports') and when (a long, concrete 'Use when...' clause enumerating distinct trigger situations), matching the top anchor.

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases users would actually say — 'what's in my inbox?', 'what should I look at?', 'which reports are actionable?', 'what's PostHog flagged recently?', plus report-by-ID, fix/PR, resolve/dismiss/snooze, and source-config prompts — covering synonyms and variations.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (PostHog Inbox signal reports) with distinct triggers and an explicit carve-out pointing to the deeper 'signals' skill, minimizing overlap/conflict risk with adjacent skills.

5 / 5

Total

19

/

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

skill_md_line_count

SKILL.md is long (545 lines); consider splitting into references/ and linking

Warning

Total

15

/

16

Passed

Repository
PostHog/posthog
Reviewed

Table of Contents

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