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bmad-prfaq

Working Backwards PRFAQ challenge that stress-tests a product concept customer-first. Use when the user requests to 'create a PRFAQ', 'work backwards', or 'run the PRFAQ challenge'.

69

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

77%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-sequenced, highly actionable multi-stage coaching workflow with explicit commands, routing, and validation checkpoints. It loses points on conciseness (some tighten-able motivational prose) and on progressive disclosure because two referenced agent files do not exist in the bundle.

Suggestions

Either add the missing ./agents/artifact-analyzer.md and ./agents/web-researcher.md to the bundle or reword the references so they don't point to non-existent files; broken references undercut the otherwise clean one-level-deep structure.

Tighten the tone-setting prose in the Overview and Pre-workflow Setup (e.g., 'Set the tone immediately' through 'The point is forcing clarity before committing resources') to drop tokens that do not change behavior.

Consider trimming or moving the 'Contextual Gathering' fan-out detail into a reference file so SKILL.md stays a lean overview that routes to depth.

DimensionReasoningScore

Conciseness

The body is dense with genuine operational specifics and largely assumes Claude's competence (it does not pedantically explain what a press release is), but the motivational/tone-setting prose in the Overview and Pre-workflow Setup could be tightened, so it sits in the 'mostly efficient but could be tightened' band rather than fully lean.

2 / 3

Actionability

It provides concrete executable commands (the resolve_customization.py invocation with exact flags), specific file paths, a headless input schema, an explicit stage-routing table, and concrete enforcement heuristics — copy-paste-ready guidance rather than vague direction.

3 / 3

Workflow Clarity

Activation is broken into an explicitly sequenced Steps 1–6 with a documented fallback, Pre-workflow Setup enumerates resume/mode detection, and the stage table gives clear routing with validation checkpoints (headless input-schema validation, graceful-degradation fallbacks) and error-recovery guidance.

3 / 3

Progressive Disclosure

The body acts as an overview that routes each stage to one-level-deep, clearly signaled references/*.md files and a template in assets/, all of which exist — but it also references ./agents/artifact-analyzer.md and ./agents/web-researcher.md, which are not present in the bundle, so navigation is broken rather than cleanly one-level.

2 / 3

Total

10

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12

Passed

Description

90%

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 with an explicit 'Use when...' trigger clause and distinct, natural trigger terms that set it apart from other skills. The only weakness is specificity — it names the domain and one action rather than enumerating several concrete capabilities.

Suggestions

Add one or two more concrete actions to raise specificity (e.g., 'drafts the press release, pressure-tests the customer and internal FAQs, and produces a PRD distillate') rather than the single abstract verb 'stress-tests'.

DimensionReasoningScore

Specificity

Names the domain and a single action ('stress-tests a product concept customer-first') but does not enumerate multiple concrete capabilities the way the score-3 anchor ('Extract text and tables... fill forms, merge documents') does; it is more abstract than comprehensive.

2 / 3

Completeness

It explicitly answers both 'what' (stress-tests a product concept customer-first) and 'when' (an explicit 'Use when...' trigger clause), matching the score-3 anchor that requires both an explicit what and an explicit when.

3 / 3

Trigger Term Quality

The 'Use when...' clause supplies natural phrases a user would actually say — 'create a PRFAQ', 'work backwards', 'run the PRFAQ challenge' — giving good coverage of likely real phrasings.

3 / 3

Distinctiveness Conflict Risk

The 'PRFAQ' and 'work backwards' triggers carve a clear niche tied to Amazon's Working Backwards methodology, making it unlikely to fire for the wrong skill.

3 / 3

Total

11

/

12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
bmad-code-org/BMAD-METHOD
Reviewed

Table of Contents

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