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jira-automation

Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.

81

1.97x
Quality

Does it follow best practices?

Impact

95%

1.97x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

65%

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

The content is highly actionable with concrete tool slugs, parameters, and JQL examples, but suffers from minor duplication and lacks validation feedback loops on write operations, with everything kept in one inline file.

Suggestions

Add validate-then-retry feedback loops (e.g., verify an issue was created via JIRA_GET_ISSUE before proceeding) for destructive/batch operations like create, edit, assign, and move-to-sprint.

De-duplicate the custom-field pitfall ('customfield_10001', 'use JIRA_GET_FIELDS') that appears both inline and in the 'Known Pitfalls' section.

Consider moving the full Quick Reference table or per-workflow detail into a referenced reference file to improve progressive disclosure.

DimensionReasoningScore

Conciseness

Largely lean with tight tool sequences and parameter lists, but tool slugs are duplicated across the workflow sections and the Quick Reference table, and 'Known Pitfalls' repeats custom-field guidance already stated inline — could be tightened.

2 / 3

Actionability

Concrete, executable guidance throughout: exact tool slugs, named parameters, real JQL examples ('project = "PROJ" AND status = "In Progress"', 'created >= -7d'), and a copy-paste-ready quick reference table.

3 / 3

Workflow Clarity

Tool sequences are clearly numbered with [Required]/[Optional] tags and the Setup section has a verification checkpoint, but write operations (create/edit/assign/move-to-sprint) lack validate-then-retry feedback loops, capping clarity at 2 for destructive/batch work.

2 / 3

Progressive Disclosure

Single cohesive file with clear section organization and a Quick Reference index, but all content is inline with no one-level-deep referenced files; workflow detail that could be externalized keeps it from a 3.

2 / 3

Total

9

/

12

Passed

Description

82%

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 specific and distinctive with strong natural trigger terms, but it omits an explicit 'Use when' clause, leaving the activation condition implied rather than stated.

Suggestions

Add an explicit trigger clause, e.g. 'Use when the user asks to create, search, or manage Jira issues, projects, sprints, boards, comments, or users.'

Drop or downplay the 'Rube MCP (Composio)' implementation framing in favor of user-facing trigger phrasing.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities — 'issues, projects, sprints, boards, comments, users' — beyond naming the domain, matching the 'lists multiple specific concrete actions' anchor.

3 / 3

Completeness

Clearly states the 'what' (Automate Jira tasks + enumerated objects) but lacks an explicit 'Use when...' trigger clause, so 'when' is only implied — capped at 2 per the missing-trigger guideline.

2 / 3

Trigger Term Quality

Natural user vocabulary (Jira, issues, projects, sprints, boards, comments, users) is well covered; the 'Rube MCP (Composio)' phrasing is implementation detail but the Jira terms users say are all present.

3 / 3

Distinctiveness Conflict Risk

The 'Automate Jira tasks via Rube MCP (Composio)' framing carves a clear, distinct niche with Jira-specific triggers unlikely to conflict with other skills.

3 / 3

Total

11

/

12

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
davepoon/buildwithclaude
Reviewed

Table of Contents

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