Sprint Planning
Analyzes backlog for sprint planning. Lists backlog, ready-for-dev, and blocked issues; identifies sprint candidates.
Inputs
| Input | Type | Default | Purpose |
|---|---|---|---|
project | string | AAP | Jira project key |
sprint | string | "" | Sprint name to add issues to |
limit | int | 20 | Max issues to show |
sprint_id | string | "" | Sprint ID for auto_add |
auto_add | bool | false | Auto-add top candidate to sprint |
check_quality | bool | true | Run jira_lint on backlog issues |
Workflow
1. Load Persona
- •
persona_load(persona="developer")
2. Known Issues & Knowledge
- •
check_known_issues(tool_name="jira_list_issues", error_text="") - •
knowledge_query(project="automation-analytics-backend", persona="developer", section="patterns") - •
knowledge_query(project="automation-analytics-backend", persona="developer", section="gotchas")
3. Jira Queries
- •
jira_list_issues(project=project, status="Backlog", limit=limit)— Backlog issues - •
jira_list_blocked(project=project)— Blocked issues - •
jira_list_issues(project=project, status="Ready for Development", limit=limit)— Ready issues
4. Parse Results
- •Backlog: extract issue keys (AAP-XXXXX) and summaries
- •Blocked: extract blocked issue keys
- •Ready: extract ready issue keys and summaries
5. Quality Check (if check_quality and backlog has issues)
- •
jira_lint(issue_key=backlog_issues[0].key)— Check first backlog issue quality
6. Identify Sprint Candidates
- •Candidates = ready issues NOT in blocked set
- •Sort/filter for best candidates (first 10)
7. Auto-Add (if auto_add and candidates exist)
- •
jira_add_to_sprint(issue_key=candidates[0].key, sprint_id=sprint_id)
8. Save Context & Log
- •Save to
state/shared_context: last_sprint_planning with backlog_count, blocked_count, candidates - •
memory_session_log(action="Sprint planning for {project}", details="Backlog: X, Blocked: Y, Candidates: Z")
9. Learning from Failures
- •If "command timed out":
learn_tool_fix("jira_list_issues", "command timed out", "Jira API timeout", "Check VPN and retry") - •If "unauthorized":
learn_tool_fix("jira_list_issues", "unauthorized", "Jira auth failed", "Check credentials")
Output Format
markdown
## 📋 Sprint Planning: AAP ### 📥 Backlog (N issues) - **AAP-12345**: Summary... ### ✅ Ready for Development (N) - **AAP-12346**: Summary... ### 🚫 Blocked (N) - AAP-12347 ### 🎯 Sprint Candidates (N) - **AAP-12346**: Summary... ### Add to Sprint (if sprint provided) jira_add_to_sprint(issue_key='AAP-12346', sprint='Sprint 42')
Key MCP Tools
- •
persona_load,jira_list_issues,jira_list_blocked,jira_add_to_sprint,jira_lint,knowledge_query,check_known_issues,memory_session_log,learn_tool_fix