jira-mapper
Expert in mapping SpecWeave increments to JIRA epics/stories/subtasks. Content flows SpecWeave→JIRA, status flows JIRA→SpecWeave. Handles export (increment → JIRA), import (JIRA → increment). Activates for JIRA sync, issue creation, import from JIRA.
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Installation for Agentic Skill
View all platforms →skilz install anton-abyzov/specweave/jira-mapper skilz install anton-abyzov/specweave/jira-mapper --agent opencode skilz install anton-abyzov/specweave/jira-mapper --agent codex skilz install anton-abyzov/specweave/jira-mapper --agent gemini
First time? Install Skilz: pip install skilz
Works with 22+ AI coding agents
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Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/anton-abyzov/specweave cp -r specweave/plugins/specweave-jira/skills/jira-mapper ~/.claude/skills/ Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Owner
- anton-abyzov (GitHub)
- Repository
- specweave
- Type
- Technical
- Meta-Domain
- development
- Primary Domain
- github
- Market Score
- 80.0
Agent Skill Grade
B
Score: 80/100
Click to see breakdown
Score Breakdown
Areas to Improve
- No trigger phrases
- References directory and files are mentioned but do not exist
Recommendations
- Focus on improving Pda (currently 15/30)
- Address 1 high-severity issues first
- Add trigger phrases to description for discoverability
Graded: 1/19/2026
Developer Feedback
I took a look at your jira-mapper skill and wanted to share some thoughts.
Links:
The Score
You're at 80/100, solid B-grade territory. This is based on Anthropic's skill best practices rubric. Your strongest area is Ease of Use (23/25) — the workflow steps are clear and well-numbered. The main drag is Progressive Disclosure Architecture (15/30) — you're putting everything into one file when it should be layered out.
What's Working Well
- Metadata is dialed in (9/10) — Your name format is correct hyphen-case, and the description with trigger terms for JIRA operations makes it discoverable
- Workflow clarity is solid — The numbered steps walk through mapping operations with appropriate constraints and validation points
- Good utility (17/20) — You're solving a real gap in SpecWeave-JIRA integration with proper error handling and feedback loops
- Bonus points for copy-paste checklists, grep-friendly structure, and exemplary examples — those details matter
The Main Thing: Missing Reference Files (High Priority)
Here's what's eating 7+ points: Your SKILL.md mentions a references/ directory with files like jira-concepts.md, specweave-concepts.md, and mapping-examples.md, but they don't actually exist. This breaks the layered architecture pattern that keeps long skills scannable.
Fix: Either create those reference files and link to them properly, or remove the references from your frontmatter. Since your SKILL.md is 500+ lines, you have room to extract this:
- Create
references/jira-concepts.md— JIRA hierarchy (epics/stories/subtasks), field mappings - Create
references/specweave-concepts.md— SpecWeave increment types and structure - Create
references/mapping-examples.md— Real mapping scenarios with before/after
Then reference them from SKILL.md sections with "See mapping-examples.md for detailed scenarios."
Impact: +7 points straight up.
Other Quick Wins
Add trigger phrases to description (currently missing them) — Change from a narrative description to:
"Use when asked to 'map jira', 'jira mapper', 'map to epics', or 'sync increments to jira'"Add a table of contents — With 500+ lines, throw a
## Quick Navigationsection at the top pointing to each major section. Gets you +2 points on navigation_signalsFrontmatter polish — Add optional fields like
tags: ["jira", "integrations", "project-management"]andcategories: ["integration", "workflow"]to improve discoverability
Summary
You've got a well-structured skill with clear workflows and real utility. The heavy lift is creating those reference files to distribute your content. That single change bumps you from 80 to 87, which moves you solidly into A-territory. Then the trigger phrases and TOC get you over 90.
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