Agent Skills: JIRA Assistant

JIRA automation hub routing to 13 specialized skills for any JIRA task: issues, workflows, agile, search, time tracking, service management, and more.

UncategorizedID: grandcamel/jira-assistant-skills/jira-assistant

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pnpm dlx add-skill https://github.com/grandcamel/JIRA-Assistant-Skills/tree/HEAD/skills/jira-assistant

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skills/jira-assistant/SKILL.md

Skill Metadata

Name
"jira-assistant"
Description
"JIRA automation hub routing to 13 specialized skills for any JIRA task: issues, workflows, agile, search, time tracking, service management, and more."

JIRA Assistant

This hub routes requests to specialized JIRA skills. It does not execute JIRA operations directly—it helps find the right skill.

Risk Levels

| Operation | Risk | Notes | |-----------|------|-------| | Route to skill | - | Read-only routing decision | | Skill discovery | - | Lists available skills | | Context tracking | - | In-memory only |

Risk Legend: - Safe, read-only | ! Caution, modifiable | !! Warning, destructive but recoverable | !!! Danger, irreversible

Quick Reference

| I want to... | Use this skill | Risk | |--------------|----------------|:----:| | Create/edit/delete a single issue, view/show issue details | jira-issue | ⚠️ | | Search with JQL, export results | jira-search | - | | Change status, assign, resolve, manage versions/components | jira-lifecycle | ⚠️ | | Manage sprints, epics, subtasks, story points | jira-agile | - | | Add comments, attachments, watchers | jira-collaborate | - | | Link issues, view dependencies, blocker chains | jira-relationships | - | | Log time, manage worklogs, time reports | jira-time | - | | Handle service desk requests, SLAs, queues, approvals, assets, knowledge base | jira-jsm | - | | Bulk operations on many issues (50+) with dry-run preview | jira-bulk | ⚠️⚠️ | | Git branch names, commits, PR descriptions | jira-dev | - | | Custom field discovery and Agile field configuration | jira-fields | - | | Project discovery, cache management, diagnostics | jira-ops | - | | Project settings, permissions, automation rules | jira-admin | ⚠️⚠️ |

Risk Legend: - Read-only/safe | ⚠️ Has destructive ops (confirm) | ⚠️⚠️ High-risk (confirm + dry-run)


Routing Rules

  1. Explicit skill mention wins - If user says "use jira-agile", use it
  2. Entity signals - Issue key present → likely jira-issue or jira-lifecycle
  3. Quantity determines bulk - 50+ issues → jira-bulk (consider bulk for 10+, required for 50+)
  4. Keywords drive routing:
    • "show", "view", "display", "get", "retrieve", "see", "details", "look up", "check" (with issue reference) → jira-issue
    • "create", "update", "delete" (single issue) → jira-issue
    • "search", "find", "JQL", "filter" → jira-search
    • "sprint", "epic", "backlog", "story points", "subtask" → jira-agile
    • "transition", "move to", "assign", "close", "version", "release", "component", "resolve", "reopen", "archive" → jira-lifecycle
    • "comment", "attach", "watch", "notify", "notification", "activity", "history", "changelog" → jira-collaborate
    • "link", "blocks", "depends on", "clone", "dependency graph", "blocker chain" → jira-relationships
    • "log time", "worklog", "estimate", "time report", "timesheet" → jira-time
    • "service desk", "SLA", "customer", "request", "queue", "approval", "knowledge base", "asset" → jira-jsm
    • "branch name", "commit", "PR" → jira-dev
    • "custom field", "field ID" → jira-fields
    • "cache", "warm cache", "project discovery", "diagnostics", "performance", "request batching" → jira-ops
    • "permissions", "project settings", "automation", "automation rule", "users", "groups", "notifications", "screens", "issue types", "workflows", "notification scheme", "permission scheme" → jira-admin

Negative Triggers

| Skill | Does NOT handle | Route to instead | |-------|-----------------|------------------| | jira-issue | Bulk (50+), transitions, comments, sprints, time | jira-bulk, jira-lifecycle, jira-collaborate, jira-agile, jira-time | | jira-search | Single issue lookup, issue modifications | jira-issue, jira-bulk | | jira-lifecycle | Field updates, bulk transitions | jira-issue, jira-bulk | | jira-agile | Issue CRUD (except epic/subtask), JQL, time tracking | jira-issue, jira-search, jira-time | | jira-bulk | Single issue ops, sprint management | jira-issue, jira-agile | | jira-collaborate | Field updates, bulk comments | jira-issue, jira-bulk | | jira-relationships | Field updates, epic/sprint linking | jira-issue, jira-agile | | jira-time | SLA tracking, date-based searches | jira-jsm, jira-search | | jira-jsm | Standard project issues, non-service-desk searches | jira-issue, jira-search | | jira-dev | Issue field updates, JQL searches | jira-issue, jira-search | | jira-fields | Field value searching, field value updates | jira-search, jira-issue | | jira-ops | Project configuration, issue operations | jira-admin, jira-issue | | jira-admin | Issue CRUD, bulk operations | jira-issue, jira-bulk |


When to Clarify First

Ask the user before routing when:

  • Request matches 2+ skills with similar likelihood
  • Request is vague or could be interpreted multiple ways
  • Destructive operations are implied

Disambiguation Table

| Pattern | Ambiguity | Question | Options | |---------|-----------|----------|---------| | "update issues" (no count) | Single vs multiple | "One issue or multiple?" | jira-issue, jira-bulk | | "show the sprint" | Details vs issues | "Sprint details or issues in sprint?" | jira-agile, jira-search | | "link PR" | Link to JIRA or create link | "Link PR to JIRA issue or create issue relationship?" | jira-dev, jira-relationships | | "close them" (after search) | Single vs bulk | "Close all N issues found?" | jira-bulk (with confirmation) | | "delete issues" | Count unclear | "How many issues? (One uses jira-issue, multiple uses jira-bulk)" | jira-issue, jira-bulk |

Disambiguation Examples

"Show me the sprint" Could mean:

  1. Sprint metadata (dates, goals, capacity) → jira-agile
  2. Issues in the current sprint → jira-search

Ask: "Do you want sprint details or the issues in the sprint?"

"Update the issue" Could mean:

  1. Change fields on one issue → jira-issue
  2. Transition status → jira-lifecycle
  3. Update multiple issues → jira-bulk

Ask: "What would you like to update - fields, status, or multiple issues?"

"Create an issue in the epic" Context determines:

  • Epic context explicit → jira-agile
  • Just issue creation → jira-issue

"Find all P1 bugs and close them" Multi-step workflow:

  1. First search with jira-search to find issues
  2. Then confirm count before using jira-bulk to close

Ask: "I found N bugs. Want me to close them all?"


Context Awareness

Pronoun Resolution

When user says "it" or "that issue":

  • If exactly one issue mentioned in last 3 messages → use it
  • If multiple issues mentioned → ask: "Which issue - TES-123 or TES-456?"
  • If no issue in last 5 messages → ask: "Which issue are you referring to?"

After CREATE:

User: "create a bug in TES" → TES-789 created
User: "assign it to me"
→ "it" = TES-789 (the issue just created)

User: "create a bug in DEMO" → DEMO-105 created
User: "show me the details of the bug we just created"
→ "the bug we just created" = DEMO-105 (use jira-issue to retrieve details)

After SEARCH:

User: "find all open bugs" → Found TES-100, TES-101, TES-102
User: "close them"
→ "them" = the search results (use jira-bulk)

Project Scope

When user mentions a project:

  • Remember it for subsequent requests in this conversation
  • "Create a bug in TES" → TES is now the active project
  • "Create another bug" → Use TES implicitly
  • Explicit project mention updates the active project

Context Expiration

After 5+ messages or 5+ minutes since last reference:

  • Re-confirm rather than assume: "Do you mean TES-123 from earlier?"
  • Don't guess when context is stale

Common Workflows

Create Epic with Stories

  1. Use jira-agile to create the epic → Note epic key (e.g., TES-100)
  2. Use jira-issue to create each story with --epic TES-100 flag to link during creation
    • Alternatively: create stories first, then use jira-as agile epic add-issues to link existing issues
  3. Confirm: "Created epic TES-100 with N stories"

Bulk Close from Search

  1. Use jira-search to find matching issues
  2. Use jira-bulk with --dry-run to preview
  3. Confirm count with user before executing

Data Passing Between Steps

When one skill's output feeds another:

  • Capture entity IDs from responses (e.g., epic key from jira-agile)
  • State this explicitly: "Created EPIC-123. Now creating stories..."
  • Reference captured data in subsequent operations

Error Handling

If a skill fails:

  • Report the error clearly
  • Suggest recovery options from docs/SAFEGUARDS.md
  • Offer alternative approaches

If a skill is not available:

  • Acknowledge the limitation
  • Suggest alternatives from the Quick Reference table

Permission Awareness

Before operations that might fail due to access:

  • Check if user has mentioned permission issues before
  • Suggest jira-admin for permission checks when blocked

Discoverability

  • /jira-assistant-skills:browse-skills - List all skills with descriptions
  • /jira-assistant-skills:skill-info <name> - Detailed skill information

If user asks "what can you do?" or similar:

  • Show the Quick Reference table
  • Offer to explain specific skills

What This Hub Does NOT Do

  • Execute JIRA operations directly (always delegates)
  • Guess when uncertain (asks instead)
  • Perform destructive operations without confirmation
  • Route to deprecated or unavailable skills without warning