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benchmark-methodology

Use after competitive-platform-analysis has produced a tiered competitor set. Scores each competitor across nine weighted dimensions (positioning, voice, visual craft, offer packaging, evidence, enterprise-readiness, thought leadership, pricing, client's strategic tension) with explicit 1–5 rubrics and a tension-plot. Precedes competitive-report-structure.

67

Quality

84%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

88%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-crafted instruction-only skill: concrete rubrics, bias controls, an explicit calibration feedback loop, and a copy-paste-ready output format. Its only weaknesses are mild repetition of the tension-axis rule and a monolithic body that could shed a reference file.

DimensionReasoningScore

Conciseness

Dense and purposeful — weighted dimension list, 1–5 anchors, ordered data-collection sources, and a copy-paste profile card template with no filler or explanation of concepts Claude already knows. Not 5: the 'never average the tension poles / target quadrant' point is repeated in four places and 'no score without evidence' appears twice, so a tightening pass would save tokens.

4 / 5

Actionability

Fully executable for an instruction-only skill: numbered dimensions with exact weights, explicit 1–5 anchor rubrics, a cheapest-signal-first source order, a 'What to record per dimension' contract ('the score, one-line justification, and the source link/screenshot'), and a complete profile-card template with every table row specified. Not below 5: no missing key details for the common case.

5 / 5

Workflow Clarity

Clear sequence with explicit checkpoints: activate on a scoped set → establish the positioning brief → score in source order → 'Calibrate across the set, not in isolation... Adjust outliers' (an explicit feedback loop before finalizing) → emit cards → hand off to competitive-report-structure. 'No score without evidence' acts as a per-dimension validation gate.

5 / 5

Progressive Disclosure

No bundle files exist (no references/, scripts/, or assets/), so the skill is self-contained with well-organized, clearly headed sections. Not 5: at ~190 lines it exceeds the simple-skill case, and the generic anchor rubrics or the profile-card template could be split into a one-level-deep reference file to slim the always-loaded body.

4 / 5

Total

18

/

20

Passed

Description

71%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 precise, well-scoped pipeline description that clearly states what it does and where it sits, but it leans on sibling skill names instead of natural user trigger phrases. Trigger coverage is the main weakness.

Suggestions

Add natural trigger phrasing users would actually say, e.g. 'Use when the user asks to benchmark, score, or compare competitors against each other' — currently the word 'benchmark' never appears despite the skill name.

Broaden trigger terms with synonyms such as 'competitor analysis', 'competitive benchmarking', and 'scorecard' so the description surfaces outside the competitive-platform-analysis pipeline.

Mention the concrete output artifact (per-competitor profile cards with a tension 2×2 plot) in the what-clause to round out capability coverage.

DimensionReasoningScore

Specificity

Names concrete actions — 'Scores each competitor across nine weighted dimensions (positioning, voice, visual craft, ...)' 'with explicit 1–5 rubrics and a tension-plot' — with the dimensions fully enumerated. Not 5: only ~3 verbs and the profile-card output artifact is not mentioned.

4 / 5

Completeness

Both present: 'Use after competitive-platform-analysis has produced a tiered competitor set' is an explicit when-clause, and the scoring activity is a clear what. Not 5: the 'when' only expresses pipeline position (after X, precedes Y), not user-facing trigger phrases like 'when the user asks to benchmark their competitors'.

4 / 5

Trigger Term Quality

Contains some relevant keywords ('competitor', 'positioning', 'pricing', 'evidence', 'tension') but misses the natural phrases a user would say — 'benchmark competitors', 'score competitors', 'competitive analysis' — and never uses the word 'benchmark' despite the skill's name. Not 4: keyword coverage is not good enough to be missing only 'a few' natural terms.

3 / 5

Distinctiveness Conflict Risk

A clear niche with distinct triggers: tightly scoped to sibling skills ('Use after competitive-platform-analysis', 'Precedes competitive-report-structure'), nine named dimensions, and a tension-plot — minimal risk of firing for the wrong skill.

5 / 5

Total

16

/

20

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

affaan-m/ECC

Path

.agents/skills/benchmark-methodology/SKILL.md

Reviewed

Table of Contents

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