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investigating-replay

Investigates a session recording by gathering metadata, person profile, same-session events, and linked error tracking issues in one pass. Use when a user provides a recording or session ID and wants to understand what happened — who the user was, what they did, what errors occurred, and whether there are related error tracking issues. Replaces the manual chain of session-recording-get, persons-retrieve, execute-sql, and query-error-tracking-issues-list.

73

Quality

92%

Does it follow best practices?

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The risk profile of this skill

SKILL.md
Quality
Evals
Security

Quality

Content

88%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-structured, actionable investigation playbook with executable code, clear sequencing, and validation checkpoints throughout. Minor conciseness and progressive-disclosure refinements could elevate it further.

Suggestions

Tighten the explanatory prose around Step 1 (e.g. the recording-id-equals-session-id note) to be more terse without losing the operational cue.

Consider moving the 'No summarizer scanner? Run a temporary one' section into a short reference file linked from the optional AI-summary section, to keep the core workflow lean.

DimensionReasoningScore

Conciseness

Mostly efficient with no padding of concepts Claude already knows; the prose is operational detail tied to tool responses, though a few explanatory passages could be tightened further.

4 / 5

Actionability

Fully executable JSON and SQL blocks with real placeholders cover the common cases — basic event query, focused query, no-rows recovery, and exception fingerprinting — copy-paste ready.

5 / 5

Workflow Clarity

Steps 1–4 are clearly sequenced with explicit validation checkpoints ('Continue only when one session ID clearly matches', 'If it's 0, skip step 3') and feedback loops for the no-rows and scanner create/delete paths.

5 / 5

Progressive Disclosure

Well-organized into clearly signaled sections with no nested references and a useful Related skills list; the optional AI-summary and recovery branches are long enough that they could be split into reference files, but are reasonably kept inline as decision branches.

4 / 5

Total

18

/

20

Passed

Description

92%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, well-scoped description that clearly states what the skill does and when to use it, with concrete actions and a distinct niche. Trigger term coverage is good but could include a few more natural synonyms.

DimensionReasoningScore

Specificity

Names the session-recording domain and multiple concrete actions — 'gathering metadata, person profile, same-session events, and linked error tracking issues' — providing comprehensive coverage of what the skill does.

5 / 5

Completeness

Explicitly answers both 'what' (investigates a recording by gathering metadata, profile, events, issues) and 'when' (Use when a user provides a recording or session ID), with concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural trigger phrases like 'Use when a user provides a recording or session ID and wants to understand what happened' map well to user phrasing, though it misses some synonyms or shorthand variations of the trigger terms.

4 / 5

Distinctiveness Conflict Risk

A clear niche — session-recording investigation — anchored by the named tool chain it 'Replaces', giving it distinct triggers with minimal conflict risk against other skills.

5 / 5

Total

19

/

20

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

PostHog/posthog

Path

products/replay/skills/investigating-replay/SKILL.md

Reviewed

Table of Contents

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