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scrum-master

Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. Runs Python scripts to analyse sprint JSON exports from Jira or similar tools: velocity_analyzer.py for Monte Carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing Scrum teams.

70

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is scrum-master in alirezarezvani/claude-skills

SKILL.md
Quality
Evals
Security

Quality

Content

77%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-constructed operational skill body: lean, command-driven, with explicitly validated workflows and concrete numeric decision rules. Its main defects are executable-but-dangling script references (the entire scripts/, references/, and assets/ bundle is missing) and some trimmable meta-content.

Suggestions

Ship the referenced bundle files (scripts/velocity_analyzer.py, sprint_health_scorer.py, retrospective_analyzer.py, references/team-dynamics-framework.md, references/velocity-forecasting-guide.md, and the four assets/ files) — every path cited in the body currently resolves to nothing, which breaks both navigation and execution.

Trim meta-content: the opening self-description paragraph duplicates the frontmatter description, and the Table of Contents, "Related Skills" section, and closing italic pointer line add ~20 lines with little operational value for a 200-line document.

Make the script invocations path-consistent (some use scripts/velocity_analyzer.py, others bare velocity_analyzer.py) and specify the working directory so commands are truly copy-paste ready.

DimensionReasoningScore

Conciseness

The body is dense and operational — command blocks, weighted-dimension tables, metric targets, and numbered workflows — and does not re-explain concepts Claude already knows (no "what is Scrum" padding), matching the score-4 anchor of efficient with minor trimmable content. It falls short of score 5 because the opening self-description paragraph, the 7-line Table of Contents, the "Related Skills" section, and the closing italic pointer line are meta-content that could be trimmed or merged.

4 / 5

Actionability

Guidance is highly concrete: exact bash invocations per script, a JSON input schema, expected-output values ("velocity avg 20.2 pts, CV 12.7%, health score 78.3/100, action-item completion 46.7%"), and numeric decision rules ("70% confidence interval as the recommended commitment ceiling", "≤3 if completion rate <60%"). It is not score 5 because the commands are not fully executable as delivered — the cited script files (scripts/velocity_analyzer.py etc.) are absent from the bundle, and some invocations drop the scripts/ path prefix. It is well above score 3 since everything written is specific and runnable in principle.

4 / 5

Workflow Clarity

The Sprint Execution and Team Development workflows are clearly sequenced with explicit validation checkpoints and escalation loops: "If fewer than 3 sprints are present... stop and prompt the user", "If a blocker is unresolved after 2 days, escalate proactively", "If scores plateau or regress for 2 consecutive sprints, escalate intervention strategy", plus per-script data requirements. This matches the score-5 anchor of clear sequences with explicit validation and feedback loops; there are no missing checkpoints.

5 / 5

Progressive Disclosure

The SKILL.md is structured as a proper overview with clearly signaled one-level-deep references ("details in references/team-dynamics-framework.md", "See assets/sample_sprint_data.json"), which alone would rate 4-5. However, none of the referenced files exist in the bundle — scripts/, references/, and assets/ are absent entirely — so every pointer dangles and the disclosure structure does not actually function. Score 3 reflects good on-page organization undermined by a broken referenced structure; not score 2 because the SKILL.md body itself still contains substantial inline usable content rather than deferring everything to the missing files.

3 / 5

Total

16

/

20

Passed

Description

96%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.

An exemplary description: explicit what-and-when structure in third person, named scripts with concrete capabilities, comprehensive natural trigger terms, and clear outputs. The only weakness is minor overlap risk with adjacent agile/product-owner skills on broad terms like "sprint planning" and "backlog grooming".

DimensionReasoningScore

Specificity

The description lists multiple concrete actions with named tools and outputs: "Runs Python scripts to analyse sprint JSON exports from Jira", naming velocity_analyzer.py "for Monte Carlo sprint forecasting", sprint_health_scorer.py "for multi-dimension health scoring", and retrospective_analyzer.py "for action-item and theme tracking", plus concrete outputs ("confidence-interval forecasts, health grade reports"). This matches the score-5 anchor of multiple specific concrete actions with comprehensive coverage; it is well above score 4 because there are no meaningful gaps in capability coverage.

5 / 5

Completeness

It explicitly answers both questions: "what" ("Runs Python scripts to analyse sprint JSON exports... Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends") and "when" ("Use when the user asks about sprint planning, velocity tracking, retrospectives...") with concrete trigger phrases. This is the score-5 anchor exactly; it is not score 4 because the "when" clause is fully explicit rather than improvable.

5 / 5

Trigger Term Quality

Trigger coverage is comprehensive and natural: "sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health", plus "Jira" and "sprint JSON exports". These are phrases a user would actually say, including synonyms (standup facilitation, burndown charts) and tool names, matching the score-5 anchor; it exceeds score 4 because no common variation is obviously missing.

5 / 5

Distinctiveness Conflict Risk

The niche (data-driven Scrum Master analytics over sprint JSON exports) is mostly distinct with clear scrum-facilitation triggers, matching the score-4 anchor "mostly distinct; minor overlap risk with closely related skills": terms like "backlog grooming", "sprint planning", and "agile team health" overlap with product-owner and general agile-coaching skills. It falls short of score 5 because conflict risk with closely adjacent agile skills is more than minimal.

4 / 5

Total

19

/

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

referenced_paths_exist

Referenced path issues: 12 missing

Warning

Total

15

/

16

Passed

Repository
alirezarezvani/claude-skills
Reviewed

Table of Contents

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