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quality-manager-qmr

Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2. Use when leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality, or exercising QMR governance and regulatory oversight responsibilities.

62

Quality

78%

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SecuritybySnyk

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Fix and improve this skill with Tessl

tessl review fix ./ra-qm-team/skills/quality-manager-qmr/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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.

The content is a well-structured, information-dense QMR reference with concrete targets, templates, validation checkpoints, and real one-level-deep bundle references. Main weaknesses are redundancy — management review inputs repeated three times with a large inline template that duplicates reference-file content — and an orphaned script in the bundle with no mention in the skill body.

Suggestions

Remove the inline Management Review Input Template and the closing Quick Reference input/output tables (or consolidate them into one place); they duplicate the workflow step list and references/management-review-guide.md content, tightening conciseness.

Document scripts/quality_effectiveness_monitor.py in the Scripts table alongside management_review_tracker.py, or remove it from the bundle, so every bundle file is discoverable from SKILL.md.

Add brief error-recovery guidance after each workflow's Validation step (e.g., actions when survey response rate is ≤60% or required review inputs are missing) to close the workflow feedback-loop gap.

DimensionReasoningScore

Conciseness

The body is mostly efficient, tabular reference data with no padding explaining concepts Claude already knows, but it could be tightened: management review inputs appear three times (workflow step 3, the 50-line inline input template, and the closing Quick Reference table), and the inline template duplicates content that belongs in references/management-review-guide.md. This fits 'mostly efficient but includes some... content that could be tightened' rather than the minor-trimming level of a 4.

3 / 5

Actionability

Guidance is highly concrete for an instruction-only skill: KPI targets with calculation formulas ('(Units passed first time / Total units) × 100'), specific thresholds ('>$25K', 'minimum 2 weeks prior'), copy-paste-ready templates, and a runnable script invocation ('python management_review_tracker.py --help'). It stops short of a 5 because the script integration is thin — only a --help hint with no worked example — and workflows are procedural checklists rather than fully specified executable operations.

4 / 5

Workflow Clarity

Each workflow is a clearly numbered sequence ending in an explicit '**Validation:**' checkpoint (e.g., 'All required inputs reviewed; decisions documented with owners and due dates'), and an inspection-readiness checklist is provided. It misses a 5 because there are no feedback loops or error-recovery guidance when a validation fails (e.g., what to do when the culture survey response rate is ≤60%), though the operations are governance processes rather than destructive/batch operations, so no cap applies.

4 / 5

Progressive Disclosure

The body has a TOC, well-organized sections, and clearly signaled one-level-deep references ('See: [references/management-review-guide.md]', plus a References table) — both reference files exist and contain no nested references. It is not a 5 because scripts/quality_effectiveness_monitor.py (19KB) is present in the bundle but never mentioned in SKILL.md, and the inline input template / quick-reference tables are content that could live in the reference files.

4 / 5

Total

15

/

20

Passed

Description

83%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.

The description is strong: it clearly states what the skill does, cites the governing standard, and includes an explicit 'Use when...' clause with multiple natural trigger phrases. Trigger coverage is good but not exhaustive, and a few abstract role terms ('governance', 'oversight') keep specificity just below the top anchor.

DimensionReasoningScore

Specificity

The description lists several concrete role functions — 'quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2' — and anchors them to a named standard. It falls short of a 5 because terms like 'governance' and 'oversight' are more abstract role activities than fully concrete operations, and it exceeds a 3 since it names the domain plus four specific action areas rather than only 1-2.

4 / 5

Completeness

It explicitly answers both 'what' ('Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring') and 'when' with a dedicated 'Use when...' clause listing four concrete trigger phrases. This matches the top anchor; a 4 would require the 'when' to be less explicit or specific than it is here.

5 / 5

Trigger Term Quality

'Use when leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality' supplies multiple natural phrases a user in this domain would say. It is not a 5 because common variations and adjacent triggers users might utter (e.g., 'QMS effectiveness', 'internal audit', 'CAPA', 'ISO 13485' as an explicit trigger) are absent from the description itself.

4 / 5

Distinctiveness Conflict Risk

The QMR/ISO 13485 Clause 5.5.2 niche with HealthTech/MedTech scoping is a clear, distinct domain with role-specific triggers like 'management review' and 'QMR responsibilities'. It is not a 5 because sibling skills in the same family (quality-manager-qms-iso13485, capa-officer, qms-audit-expert) plausibly overlap on broader terms such as 'quality governance' and 'regulatory oversight'.

4 / 5

Total

17

/

20

Passed

Validation

81%

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

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

relative_links

Relative link issues: 4 suspicious

Warning

Total

13

/

16

Passed

Repository

alirezarezvani/claude-skills

Path

ra-qm-team/skills/quality-manager-qmr/SKILL.md

Reviewed

Table of Contents

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