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Jira expert for project setup, workflow design, JQL queries, custom fields, automation rules, dashboards, and reporting.
Passed 7 of 22 test cases with the skill, and 15 of 22 without it.
1 fixed13 passed either way6 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Our documentation team needs to reconfigure space permissions for our public knowledge base in Confluence, build custom page layout templates, and set up page archiving policies. Please provide instructions to configure these Confluence space settings.
| Checked | Without skill | With skill |
|---|---|---|
| States that Confluence space management is outside scope. | Missed | Passed |
| Hands off the request to Confluence Expert. | Missed | Passed |
The instructions your model reads when the skill loads.
Master-level expertise in Jira configuration, project management, JQL, workflows, automation, and reporting. Handles all technical and operational aspects of Jira.
Terminology (Jira Cloud, as of September 2026): Jira "projects" are now called spaces and "issues" work items in the UI -- a naming change only (announcement). Existing JQL keeps working, and if a new term is not yet accepted in JQL, use the old one (
project,issuetype) (JQL fields); REST paths are unchanged (/rest/api/3/project). Advanced Roadmaps is now Plans (Jira Premium and Enterprise, docs). This skill uses "project" and "space" interchangeably.
Load the reference that matches the task — keep this file lean and pull detail on demand:
In Scope: Jira project creation and configuration, workflow design and implementation, JQL query authoring and optimization, automation rule design, dashboard and reporting setup, custom field management, board configuration, bulk operations, issue linking strategies.
Out of Scope: Org-wide Atlassian administration (hand off to atlassian-admin/), Confluence space management (hand off to confluence-expert/), sprint execution and team coaching (hand off to scrum-master/), strategic project prioritization (hand off to senior-pm/).
Limitations: Jira Cloud automation is metered as usage-based automation steps, with per-plan allowances pooled at the organization level (usage, as of September 2026). Jira Data Center reaches end of life on 28 Mar 2029 (no new/expanded DC licenses after 30 Mar 2028) -- see atlassian-admin/ and Atlassian's DC end-of-life page. Complex JQL on large instances (>100K issues) may hit performance ceilings. Workflow changes to active projects require careful migration planning -- retroactive changes do not apply to in-flight issues.
test cases passed, vs 15 / 22 without
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