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beta-program-management

Running closed and open betas that produce real signal. Beta participant selection, structured feedback collection, beta-to-GA decision criteria, and the difference between soft-launch (no structure, no signal), kitchen-sink (everyone in, no actionable feedback), and structured beta (calibrated cohort, intentional feedback loops, clear graduation criteria). Triggers on beta program, alpha test, beta cohort, beta participant, beta feedback, beta to GA decision, design partner, early access program, closed beta, open beta, RC release. Also triggers when a feature is approaching launch and the team needs structured pre-GA validation, when prior betas produced noise rather than signal, or when the team has soft-launched before but wants more structured feedback this time.

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

78%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, highly actionable playbook with exemplary progressive disclosure into 9 real reference files. The main weakness is redundancy: the keystone framing and purpose statements are repeated across the intro, body, and closing, which inflates token cost without adding guidance.

Suggestions

State the soft-launch/kitchen-sink/structured-beta typology once (the keystone section) and cut its restatement in the intro paragraph and the closing section, which repeats the same three definitions.

Delete the meta 'The voice is the senior product leader...' paragraph — voice should be demonstrated, not declared, and it adds no guidance for the reader.

Trim the opening section (lines 11-19) to a few sentences: it largely mirrors the frontmatter description and catalog summary, and 'When to use this skill' duplicates the description's trigger clauses.

DimensionReasoningScore

Conciseness

The core guidance is opinionated and non-obvious (cohort sizing numbers, saturation patterns, failure diagnoses), but the soft-launch/kitchen-sink/structured-beta framing is restated three times (intro, keystone section, closing), the opening section mirrors the frontmatter description, and 'The voice is the senior product leader...' is meta commentary that earns no tokens. This is more than the 'minor instances' of the level-4 anchor.

3 / 5

Actionability

For an instruction-only skill the guidance is fully concrete: '20-200 participants for closed external betas', '50-100 participants needed to see usage patterns clearly', '5-15 question surveys', '30-60 minute interviews with a subset (5-15 per beta)', '3-5 channels', weekly/bi-weekly triage cadences, and a 12-item numbered audit framework. Specific examples cover the common cases.

5 / 5

Workflow Clarity

Sections follow the beta lifecycle in order (type decision, selection, sizing, onboarding, feedback, triage, graduation, wind-down, postmortem) and validation checkpoints exist (litmus test, six graduation gates, 'either the criteria are met (graduate) or they are not (extend or reset)'). The sequence is implicit in section order rather than stated as explicit numbered steps, so a small gap remains versus the top anchor.

4 / 5

Progressive Disclosure

Each of the 9 body sections ends with a clearly signaled 'Detail in [references/X.md]' link, all 9 referenced files exist and contain substantive detail, references are exactly one level deep, and a consolidated reference index closes the body. Structure matches the top anchor; the body's length is scored under conciseness rather than here.

5 / 5

Total

17

/

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 description: concrete capabilities, an explicit and comprehensive trigger list with synonyms, and clear what/when guidance. It is long but dense — every clause carries discriminating information rather than padding.

DimensionReasoningScore

Specificity

The description lists multiple concrete capabilities — 'Beta participant selection, structured feedback collection, beta-to-GA decision criteria' — plus a specific three-way typology (soft-launch, kitchen-sink, structured beta) with defining attributes for each. Coverage is comprehensive for the domain and uses third-person voice ('Running closed and open betas').

5 / 5

Completeness

It explicitly answers 'what' (running betas that produce signal: participant selection, feedback collection, decision criteria) and 'when' ('Triggers on...' / 'Also triggers when...' clauses with concrete trigger phrases), matching the top anchor exactly.

5 / 5

Trigger Term Quality

'Triggers on beta program, alpha test, beta cohort, beta participant, beta feedback, beta to GA decision, design partner, early access program, closed beta, open beta, RC release' provides comprehensive natural-term coverage with synonyms a user would actually say, plus contextual triggers ('feature is approaching launch... needs structured pre-GA validation').

5 / 5

Distinctiveness Conflict Risk

The niche is clear (pre-GA beta program management) and the primary triggers — 'closed beta', 'open beta', 'beta to GA decision', 'design partner' — are distinct from adjacent feedback/launch/experiment skills. The broadened 'feature approaching launch' clause is qualified by 'structured pre-GA validation', keeping overlap minimal.

5 / 5

Total

20

/

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.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository

rampstackco/claude-skills

Path

skills/beta-program-management/SKILL.md

Reviewed

Table of Contents

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