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arn-spark-stress-premortem

This skill should be used when the user says "pre-mortem", "premortem", "risk analysis", "stress premortem", "failure analysis", "what could go wrong", "pre mortem", "investigate failure", "failure modes", or wants to stress-test a product concept by applying Gary Klein's pre-mortem methodology to identify hypothetical failure root causes, early warning signals, and mitigation strategies. Produces a pre-mortem report with 3 root causes across distinct failure dimensions and recommended concept updates.

90

Quality

88%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Risky

Do not use without reviewing

SKILL.md
Quality
Evals
Security

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a strong skill description that excels across all dimensions. It provides extensive trigger term coverage with multiple spelling variations, clearly specifies both what the skill does and when to use it, and occupies a distinct niche around pre-mortem analysis. The only minor note is that the description leads with the 'when' clause rather than the 'what' clause, but this is a stylistic choice that doesn't impair functionality.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'stress-test a product concept', 'identify hypothetical failure root causes, early warning signals, and mitigation strategies', 'Produces a pre-mortem report with 3 root causes across distinct failure dimensions and recommended concept updates.'

3 / 3

Completeness

Clearly answers both 'what' (applies Gary Klein's pre-mortem methodology to identify failure root causes, early warning signals, and mitigation strategies; produces a report with 3 root causes) and 'when' (explicit trigger terms listed at the start, plus the broader condition 'wants to stress-test a product concept').

3 / 3

Trigger Term Quality

Excellent coverage of natural trigger terms including multiple spelling variations ('pre-mortem', 'premortem', 'pre mortem'), related phrases ('risk analysis', 'what could go wrong', 'failure analysis', 'failure modes', 'stress premortem', 'investigate failure'), all of which a user would naturally say.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive niche: Gary Klein's pre-mortem methodology applied to product concepts. The specific methodology, output format (3 root causes across distinct failure dimensions), and extensive trigger terms make it very unlikely to conflict with other skills.

3 / 3

Total

12

/

12

Passed

Implementation

77%

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

This is a well-crafted skill with excellent actionability and workflow clarity. The multi-step process is clearly sequenced with robust validation gates, retry logic, and error handling. The main weaknesses are moderate verbosity in the introductory framing and methodology explanation, and the inability to verify that referenced bundle files actually exist to support the progressive disclosure structure.

Suggestions

Trim the introductory paragraph explaining what a pre-mortem is and why optimism bias matters — Claude already knows this methodology. Keep only the 4-step process summary.

Consider moving the detailed agent invocation prompt template and error handling scenarios into reference files to reduce the SKILL.md length and improve progressive disclosure.

DimensionReasoningScore

Conciseness

The skill is generally well-structured but includes some unnecessary explanation (e.g., explaining what a pre-mortem is and why it works, which Claude already knows). The prerequisites table and some of the methodology framing could be tightened. However, most content is functional and earns its place.

2 / 3

Actionability

The skill provides highly concrete, step-by-step guidance with specific file paths, exact prompt templates for agent invocation, precise validation criteria (e.g., '4 distinct links, not 2 restated'), specific retry instructions, a defined output format with column schemas, and a complete user-facing summary template. Every step tells Claude exactly what to do.

3 / 3

Workflow Clarity

The 6-step workflow is clearly sequenced with explicit validation checkpoints (Step 4 quality validation with specific criteria), feedback loops (retry with adversarial instruction, then proceed with quality gap note), and error handling for multiple failure modes. The quality gate in Step 4 with a defined retry mechanism is exactly the kind of validation checkpoint the rubric rewards.

3 / 3

Progressive Disclosure

The skill references external files (premortem-protocol.md, premortem-report-template.md) and an agent (arn-spark-forensic-investigator), which is good progressive disclosure. However, no bundle files were provided to verify these references exist, and the SKILL.md itself is quite long (~150+ lines) with some content that could potentially be offloaded to reference files (e.g., the detailed agent invocation prompt template, the error handling scenarios).

2 / 3

Total

10

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

10

/

11

Passed

Repository
AppsVortex/arness
Reviewed

Table of Contents

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