Conciseness

The signal tables, scoring model, and templates are tight, but there is duplication and padding: the "When to Use" phrases are repeated nearly verbatim in "Trigger Phrases" ("Which customers are at risk?" / "Which customers are at risk?"), and the "Cost" table ("All signal analysis | Free (LLM reasoning)") adds little. This matches score 3 (mostly efficient but could be tightened), below 4 because whole redundant sections could be removed.

Actionability

Quotes: ">2x their average in last 30 days", "Critical signal = 25 points each", "Red | 70-100 | Critical risk... This week", plus a fill-in save play template and a complete output-format skeleton. The guidance is copy-paste concrete for an analysis skill: exact thresholds, exact weights, exact templates covering the common cases — matching the score-5 anchor (per the rubric note that instruction-only skills need not contain code).

Workflow Clarity

Phases 0-4 (Intake → Signal Extraction → Risk Scoring → Save Play Generation → Output) form a clear, well-sequenced pipeline, and Phase 1C is conditioned on "if data available". It sits at 4 rather than 5 because explicit validation checkpoints are absent — e.g., no step to verify intake data completeness or flag accounts with missing sources before scoring — though this read-only analysis is neither destructive nor risky enough to trigger the cap at 3.

Progressive Disclosure

Sections are clearly organized, but the skill is a ~260-line monolith: the 77-line Phase 4 output template and the save play template are inlined content that belongs in a reference file, and no references/ or scripts/ files exist. The scheduling section references `run_skill.py`, which is not present in any bundle. This matches score 3 (some structure, but content that should be separate is inline); it is not 2 because headers make navigation easy, and not 4 because no appropriate split exists at all.

Specificity

Quotes: "Scan support tickets, Slack channels, NPS scores, and usage patterns", "Produces a weekly risk scorecard with severity tiers, root cause hypotheses, and suggested save plays per account" — multiple concrete actions and a specific deliverable are enumerated. This matches the score-5 anchor (multiple specific concrete actions, comprehensive coverage); it is above score 4 because there are no meaningful gaps in describing inputs, actions, and outputs.

Completeness

The "what" is explicit ("flag accounts showing early churn indicators... produces a weekly risk scorecard"), but the "when" is only weakly implied by "Designed for seed/Series A teams where the founder or a single CSM manages all accounts manually" — that is audience targeting, not trigger guidance. Per the rubric, a missing 'Use when...' clause caps completeness at 3; a 4 would require an explicit when-clause.

Trigger Term Quality

Quotes: "churn indicators", "risk scorecard", "support tickets", "NPS scores", "save plays" — strong natural terms a CS-minded user would say. It falls at score 4 rather than 5 because common synonyms like "retention", "customer health", or "at-risk accounts" are missing, though coverage is otherwise good.

Distinctiveness Conflict Risk

Quotes: "churn indicators", "save plays", "severity tiers", "founder or a single CSM" — a clear customer-success churn niche with distinct triggers and a specific audience, giving minimal overlap risk with other skills. This matches the score-5 anchor (clear niche with distinct triggers) and is above score 4, which reserves minor overlap with closely related skills.