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signals-scout-surveys

Signals scout for PostHog surveys. Watches active surveys for score regressions, response- volume drops, abandonment spikes, and targeting drift, and aggregates open-text responses into recurring themes.

62

Quality

76%

Does it follow best practices?

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SecuritybySnyk

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The risk profile of this skill

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tessl review fix ./products/signals/skills/signals-scout-surveys/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

85%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 highly actionable with a clear, validated workflow and copy-ready SQL, but it repeatedly defers critical detail (the dual response-key coalesce and submission-dedupe rating-trend SQL) to a references/response-querying.md file that does not exist, undermining progressive disclosure.

Suggestions

Create references/response-querying.md with the copy-ready rating-trend SQL (dual key coalesce + $survey_submission_id dedupe) the body promises, or inline that SQL so the skill is self-sufficient.

Consolidate the repeated "edit, don't re-file" and "memory entry instead of report" guidance into a single stated rule referenced once, to tighten the body.

Verify every referenced path (e.g. references/response-querying.md) resolves to a real bundled file so navigation is never broken.

DimensionReasoningScore

Conciseness

The body is dense and assumes Claude's intelligence — no basic-concept padding — but repeats a few rules across contexts ("edit not a new report", "write a memory entry instead") that could be consolidated.

4 / 5

Actionability

Copy-paste-ready SQL, specific MCP tool calls with parameters, exact scratchpad key prefixes, and numeric tiered thresholds give fully executable guidance across the common cases.

5 / 5

Workflow Clarity

A clear orient→explore→memory→decide→close sequence with explicit validation checkpoints (inbox search before authoring, schedule.end_date and addressed: checks) and an edit/author/remember/skip decision tree with feedback loops.

5 / 5

Progressive Disclosure

Structure and one-level-deep reference signaling are good, but the body repeatedly points to references/response-querying.md and no references/ directory exists, so the primary reference target is missing and navigation breaks.

3 / 5

Total

17

/

20

Passed

Description

67%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 and clearly distinct, but it lacks an explicit "Use when..." trigger clause and uses internal terminology over the natural phrases a user would actually say, capping completeness and trigger-term quality.

Suggestions

Add a "Use when..." clause naming natural triggers, e.g. "Use when a survey's NPS/CSAT score drops, open-text responses cluster around a complaint, or response volume falls off unexpectedly."

Include natural user terms (NPS, CSAT, survey feedback, survey responses) alongside the internal vocabulary so the skill triggers on how users actually phrase the need.

DimensionReasoningScore

Specificity

Names the domain (PostHog surveys) and multiple concrete actions — score regressions, response-volume drops, abandonment spikes, targeting drift, and open-text theme aggregation — for comprehensive coverage.

5 / 5

Completeness

The "what" is clear and specific, but there is no "Use when..." clause or equivalent explicit trigger guidance, which per the rubric caps completeness at 3.

3 / 5

Trigger Term Quality

Contains the relevant term "surveys" but leans on internal jargon ("Signals scout", "targeting drift", "abandonment spikes") while omitting common natural terms users would say (NPS, CSAT, feedback).

3 / 5

Distinctiveness Conflict Risk

"Signals scout for PostHog surveys" carves a clear, narrow niche with distinct triggers and minimal overlap risk with other skills.

5 / 5

Total

16

/

20

Passed

Validation

75%

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

Validation — 12 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

frontmatter_unknown_keys

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

Warning

relative_links

Relative link issues: 3 missing

Warning

referenced_paths_exist

Referenced path issues: 6 missing

Warning

Total

12

/

16

Passed

Repository
PostHog/posthog
Reviewed

Table of Contents

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