Jira Natural Language Interface
jjmartres/opencode
Lets an agent view, create, update and transition Jira issues in natural language, automatically choosing between the jira CLI and Atlassian MCP tools.
Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features.
$ npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills jira-expert --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/jira-expert .claude/skills/jira-expert && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "jira-expert" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/jira-expert into .claude/skills/jira-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jira-expert", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/jira-expertType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills jira-expert --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/jira-expert .agents/skills/jira-expert && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jira-expert" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/jira-expert into .agents/skills/jira-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jira-expert", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills jira-expert --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/jira-expert .cursor/skills/jira-expert && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jira-expert" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/jira-expert into .cursor/skills/jira-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jira-expert", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/LeoYeAI/openclaw-master-skills.git --path skills/jira-expert--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills jira-expert --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/jira-expert .gemini/skills/jira-expert && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jira-expert" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/jira-expert into .gemini/skills/jira-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jira-expert", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install LeoYeAI/openclaw-master-skills jira-expertInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/jira-expert .github/skills/jira-expert && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jira-expert" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/jira-expert into .github/skills/jira-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jira-expert", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills jira-expert --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/jira-expert .opencode/skills/jira-expert && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jira-expert" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/jira-expert into .opencode/skills/jira-expert/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jira-expert", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
jira-expertAtlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features.
Jira Expert is an agent skill from LeoYeAI/openclaw-master-skills. Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Use for Jira project setup, configuration, advanced search, dashboard creation, workflow design, and technical Jira operations.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `_meta.json`, `references/AUTOMATION.md` and `references/WORKFLOWS.md`).
It sits in Product & Project Management. It works with Jira. The repository describes itself as: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e5199b5. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 2 files in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Jira Expert loads about 2.2k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 904 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 904 words, ~2,240 tokens.
.claude/skills/jira-expert/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.Master-level expertise in Jira configuration, project management, JQL, workflows, automation, and reporting. Handles all technical and operational aspects of Jira.
Create a project:
mcp jira create_project --name "My Project" --key "MYPROJ" --type scrum --lead "user@example.com"Run a JQL query:
mcp jira search_issues --jql "project = MYPROJ AND status != Done AND dueDate < now()" --maxResults 50For full command reference, see Atlassian MCP Integration. For JQL functions, see JQL Functions Reference. For report templates, see Reporting Templates.
Basic Structure: field operator value
Common Operators:
=, != : equals, not equals~, !~ : contains, not contains>, <, >=, <= : comparisonin, not in : list membershipis empty, is not emptywas, was in, was notchangedPowerful JQL Examples:
Find overdue issues:
dueDate < now() AND status != DoneSprint burndown issues:
sprint = 23 AND status changed TO "Done" DURING (startOfSprint(), endOfSprint())Find stale issues:
updated < -30d AND status != DoneCross-project epic tracking:
"Epic Link" = PROJ-123 ORDER BY rankVelocity calculation:
sprint in closedSprints() AND resolution = DoneTeam capacity:
assignee in (user1, user2) AND sprint in openSprints()When to Create:
Field Types: Text, Numeric, Date, Select (single/multi/cascading), User picker
Configuration:
Link Types:
Best Practices:
Permission Schemes:
Security Levels:
Bulk Change:
Bulk Transitions:
Tip: Save frequently used queries as named filters instead of re-running complex JQL ad hoc. See Best Practices for performance guidance.
Date: startOfDay(), endOfDay(), startOfWeek(), endOfWeek(), startOfMonth(), endOfMonth(), startOfYear(), endOfYear()
Sprint: openSprints(), closedSprints(), futureSprints()
User: currentUser(), membersOf("group")
Advanced: issueHistory(), linkedIssues(), issuesWithFixVersions()
Tip: These JQL snippets can be saved as shared filters or wired directly into Dashboard gadgets (see Dashboard Creation).
| Report | JQL |
|---|---|
| Sprint Report | project = PROJ AND sprint = 23 |
| Team Velocity | assignee in (team) AND sprint in closedSprints() AND resolution = Done |
| Bug Trend | type = Bug AND created >= -30d |
| Blocker Analysis | priority = Blocker AND status != Done |
When to Escalate to Atlassian Admin:
When to Collaborate with Scrum Master:
When to Collaborate with Senior PM:
FROM Senior PM:
TO Senior PM:
FROM Scrum Master:
TO Scrum Master:
Data Quality:
Performance:
~ on large text fields is expensive)Governance:
Primary Tool: Jira MCP Server
Key Operations with Example Commands:
Create a project:
mcp jira create_project --name "My Project" --key "MYPROJ" --type scrum --lead "user@example.com"Execute a JQL query:
mcp jira search_issues --jql "project = MYPROJ AND status != Done AND dueDate < now()" --maxResults 50Update an issue field:
mcp jira update_issue --issue "MYPROJ-42" --field "status" --value "In Progress"Create a sprint:
mcp jira create_sprint --board 10 --name "Sprint 5" --startDate "2024-06-01" --endDate "2024-06-14"Create a board filter:
mcp jira create_filter --name "Open Blockers" --jql "priority = Blocker AND status != Done" --shareWith "project-team"Integration Points:
project-management/confluence-expert/) — Documentation complements Jira workflowsproject-management/atlassian-admin/) — Permission and user management for Jira projects© LeoYeAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 7 other files (scripts, references) in skills/jira-expert of LeoYeAI/openclaw-master-skills.
Open the folder on GitHubat commit e5199b5
Jira Expert next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jira Expert this skillLeoYeAI/openclaw-master-skills | 2.2k | — | ~2.2k | Automated safety check: Pass | MIT | |
| Jira Natural Language Interfacejjmartres/opencode | 133 | 3 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Tidycroffasia/itsaplan | 926 | — | ~2.8k | Automated safety check: Pass | AGPL-3.0 | |
| Jirakv0906/pm-kit | 138 | — | ~4.2k | Automated safety check: Notes | MIT | |
| Jira CLICode-and-Sorts/awesome-copilot-agents | 580 | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| JiraVixenLights/Vixen | 114 | — | ~3.4k | Automated safety check: Pass | Custom licence |
jjmartres/opencode
Lets an agent view, create, update and transition Jira issues in natural language, automatically choosing between the jira CLI and Atlassian MCP tools.
croffasia/itsaplan
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality.
kv0906/pm-kit
Jira integration via acli CLI. An agent skill from kv0906/pm-kit.
Code-and-Sorts/awesome-copilot-agents
Interact with Jira from the command line to create, list, view, edit, and transition issues, manage sprints and epics, and perform common Jira workflows.
VixenLights/Vixen
Manages JIRA issues, projects, and workflows using Atlassian MCP.
LIDR-academy/AI4Devs-LTI-extended
Run N feature tasks in parallel, each in its own worktree, following the full specboot pipeline (enrich → new → ff → apply → verify).
LeoYeAI/openclaw-master-skills
Manages pipelines on a DevOps quality and efficiency platform through its OpenAPI: list workspaces and templates, create, update, run and cancel pipelines, and read run records.
LeoYeAI/openclaw-master-skills
Patches OpenClaw's Feishu extension so an edited document triggers an isolated agent session that reads the doc and replies inline, turning it into a live chat space.
LeoYeAI/openclaw-master-skills
Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation.
LeoYeAI/openclaw-master-skills
Runs a brand's AI-search visibility work end to end: diagnosing how AI platforms represent it, repositioning it, producing AI-optimized content and monitoring ongoing mentions.
LeoYeAI/openclaw-master-skills
Installs and authenticates the gws CLI, then automates Gmail, Drive, Sheets, Calendar, Docs, Chat and Tasks with ready-made recipes, persona bundles and security audits.
LeoYeAI/openclaw-master-skills
Runs four advisor roles, a fitness coach, nutritionist, data analyst and TCM practitioner, to build a health profile and track workouts, diet and wellness over time.
Works with
Categories
Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Jira Expert is an agent skill from LeoYeAI/openclaw-master-skills. Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features.
Jira Expert fits situations like: jira project setup; advanced search; dashboard creation; workflow design.
Run `npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a claude-code`. Or copy the skill folder (skills/jira-expert in LeoYeAI/openclaw-master-skills) into .claude/skills/jira-expert in your project. Claude Code loads it when a task matches its description.
Run `npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a codex`. Or copy the skill folder (skills/jira-expert in LeoYeAI/openclaw-master-skills) into .agents/skills/jira-expert in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LeoYeAI/openclaw-master-skills --skill jira-expert -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jira-expert, .gemini/skills/jira-expert, .github/skills/jira-expert and .opencode/skills/jira-expert in your project.
Going by SKILL.md and its folder, Jira Expert needs Python for the scripts in its folder. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Jira Expert is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 8.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Jira Expert: Jira Natural Language Interface (jjmartres/opencode, 133 stars), Tidy (croffasia/itsaplan, 926 stars), Jira (kv0906/pm-kit, 138 stars) and Jira CLI (Code-and-Sorts/awesome-copilot-agents, 580 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,161 GitHub stars. The repository holds 1,235 skills in this directory. The repository was last updated on July 20, 2026.
Source: LeoYeAI/openclaw-master-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.