agile-workflow
Orchestrate agile development workflows by invoking commands in sequence with checkpoint-based flow control. This skill should be used when the user asks to 'run the workflow', 'continue working', 'what's next', 'complete the task cycle', 'start my day', 'end the sprint', 'implement the next task', or wants guided step-by-step development assistance. Keywords: workflow, orchestrate, agile, task cycle, sprint, daily, implement, review, PR, standup, retrospective.
Best use case
agile-workflow is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Orchestrate agile development workflows by invoking commands in sequence with checkpoint-based flow control. This skill should be used when the user asks to 'run the workflow', 'continue working', 'what's next', 'complete the task cycle', 'start my day', 'end the sprint', 'implement the next task', or wants guided step-by-step development assistance. Keywords: workflow, orchestrate, agile, task cycle, sprint, daily, implement, review, PR, standup, retrospective.
Teams using agile-workflow should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/agile-workflow/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How agile-workflow Compares
| Feature / Agent | agile-workflow | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Orchestrate agile development workflows by invoking commands in sequence with checkpoint-based flow control. This skill should be used when the user asks to 'run the workflow', 'continue working', 'what's next', 'complete the task cycle', 'start my day', 'end the sprint', 'implement the next task', or wants guided step-by-step development assistance. Keywords: workflow, orchestrate, agile, task cycle, sprint, daily, implement, review, PR, standup, retrospective.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
SKILL.md Source
# Agile Workflow Orchestrator
A skill that guides agents through structured agile development workflows by intelligently invoking commands in sequence. Uses checkpoint-based flow control to auto-progress between steps while pausing at key decision points.
## When to Use This Skill
Use this skill when:
- Starting work for the day ("run morning standup", "start my day")
- Working on a task ("implement next task", "continue working")
- Completing a development cycle ("finish this task", "prepare PR")
- Running sprint ceremonies ("start sprint", "end sprint", "retrospective")
- Resuming interrupted work ("what's next", "where was I")
Do NOT use this skill when:
- Running a single specific command (use that command directly)
- Just checking status (use `/status` directly)
- Only doing code review without full cycle (use `/review-code` directly)
- Researching or planning without implementation
## Prerequisites
Before using this skill:
- **Git repository** initialized with worktree support
- **GitHub CLI** installed and authenticated (`gh auth status`)
- **Context network** with backlog structure at `context-network/backlog/`
- Task status files at `context-network/backlog/by-status/*.md`
## Workflow Types Overview
```
WORKFLOW TYPES
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
TASK CYCLE (Primary) DAILY SPRINT
────────────────────── ────────────────── ──────────────────
sync Morning: Start:
↓ sync --last 1d sync --all
next → [CHECKPOINT] status --brief groom --all
↓ groom --ready plan sprint-goals
implement status
↓ Evening:
[CHECKPOINT] checklist End:
↓ discovery sync --sprint
review-code sync --last 1d retrospective
review-tests audit --sprint
↓ maintenance --deep
[CHECKPOINT]
↓
apply-recommendations (if issues)
↓
pr-prep → [CHECKPOINT]
↓
pr-complete
↓
END
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
```
## State Detection
The skill determines current workflow state automatically. No manual tracking needed.
### Detection Signals
| Signal | How to Check | Indicates |
|--------|--------------|-----------|
| Worktree exists | `git worktree list` | Task in progress |
| Task branch active | `git branch --show-current` matches `task/*` | Active implementation |
| Uncommitted changes | `git status --porcelain` | Active coding |
| PR exists | `gh pr list --head [branch]` | In review |
| PR merged | `gh pr view --json state` | Ready for cleanup |
### State Matrix
```
STATE DETECTION LOGIC
─────────────────────────────────────────────────────────────
Check → State → Next Step
─────────────────────────────────────────────────────────────
No worktree, no in-progress → IDLE → sync, next
Worktree exists, uncommitted → IMPLEMENTING → continue implement
Worktree exists, all committed → READY_REVIEW → review-code
PR open, checks pending → AWAITING_CI → wait or address
PR open, checks pass → READY_MERGE → pr-complete
PR merged, worktree exists → CLEANUP → pr-complete
─────────────────────────────────────────────────────────────
```
For detailed detection algorithms, see [references/state-detection.md](references/state-detection.md).
## Invocation Patterns
```bash
# Auto-detect state and continue from where you are
/agile-workflow
# Start specific workflow phase
/agile-workflow --phase task-cycle
/agile-workflow --phase daily-morning
/agile-workflow --phase daily-evening
/agile-workflow --phase sprint-start
/agile-workflow --phase sprint-end
# Resume work on specific task
/agile-workflow --task TASK-123
# Preview what would happen without executing
/agile-workflow --dry-run
```
## Task Cycle Phase
The primary workflow for completing a single task from selection to merge.
### Step 1: Sync Reality
Ensure context network matches actual project state.
```
Run: sync --last 1d --dry-run
Purpose: Detect drift between documented and actual state
Output: Sync report showing completions, partial work, divergences
```
### Step 2: Select Task
Identify the next task to work on.
```
Run: next
Purpose: Find highest priority ready task
Output: Task ID, title, branch name suggestion
```
**CHECKPOINT: TASK_SELECTED**
- Pause to confirm task selection
- User can accept or choose different task
- On accept: continue to implementation
### Step 3: Implement
Test-driven development in isolated worktree.
```
Run: implement [TASK-ID]
Purpose: Create worktree, write tests first, implement, verify
Output: Working implementation with passing tests
```
**CHECKPOINT: IMPL_COMPLETE**
- Pause after implementation completes
- Show test results and coverage
- On success: continue to review
### Step 4: Review
Quality validation of implementation.
```
Run: review-code --uncommitted
Run: review-tests --uncommitted
Purpose: Identify quality issues, security concerns, test gaps
Output: Review reports with issues and recommendations
```
**CHECKPOINT: REVIEWS_DONE**
- Display combined review results
- If critical issues: must address before continuing
- If no issues: auto-continue to PR prep
- User decides: apply recommendations now or defer
### Step 5: Apply Recommendations (Conditional)
Address review findings intelligently.
```
Run: apply-recommendations [review-output]
Purpose: Apply quick fixes now, defer complex changes to tasks
Output: Applied fixes + created follow-up tasks
```
### Step 6: Prepare PR
Create pull request with full documentation.
```
Run: pr-prep
Purpose: Validate, document, and create PR
Output: PR created with description, tests verified
```
**CHECKPOINT: PR_CREATED**
- Display PR URL and CI status
- Wait for CI checks to complete
- On CI pass + approval: continue to merge
- On CI fail: stop, address issues
### Step 7: Complete PR
Merge and cleanup.
```
Run: pr-complete [PR-NUMBER]
Purpose: Merge PR, delete branch, remove worktree, update status
Output: Task marked complete, cleanup done
```
For detailed task-cycle instructions, see [references/phases/task-cycle.md](references/phases/task-cycle.md).
## Daily Phase
Quick sequences for start and end of workday.
### Morning Standup (~5 min)
```
Run sequence:
1. sync --last 1d --dry-run # What actually happened yesterday
2. status --brief --sprint # Current sprint health
3. groom --ready-only # What's ready to work on
Output: Clear picture of today's priorities
```
### Evening Wrap-up (~10 min)
```
Run sequence:
1. checklist # Ensure nothing lost
2. discovery # Capture learnings
3. sync --last 1d # Update task statuses
Output: Knowledge preserved, state synchronized
```
For detailed daily instructions, see [references/phases/daily.md](references/phases/daily.md).
## Sprint Phase
Ceremonies for sprint boundaries.
### Sprint Start (~60 min)
```
Run sequence:
1. sync --all # Full reality alignment
2. groom --all # Comprehensive grooming
3. plan sprint-goals # Architecture and goals
4. status --detailed # Baseline metrics
Output: Sprint plan with groomed, ready backlog
```
### Sprint End (~90 min)
```
Run sequence:
1. sync --sprint # Final sprint sync
2. retrospective # Capture learnings
3. audit --scope sprint # Quality review
4. status --metrics # Sprint metrics
5. maintenance --deep # Context network cleanup
Output: Sprint closed, learnings captured, ready for next
```
For detailed sprint instructions, see [references/phases/sprint.md](references/phases/sprint.md).
## Checkpoint Handling
Checkpoints are pauses for human decision-making.
### Checkpoint Behavior
At each checkpoint:
1. **Summarize** what just completed
2. **Show** key results and any issues
3. **Present** next steps
4. **Wait** for user input
### Checkpoint Responses
| Response | Action |
|----------|--------|
| "continue" / "proceed" / "yes" | Move to next step |
| "stop" / "pause" | Save state, exit workflow |
| "back" | Re-run previous step |
| "skip" | Skip current step (use cautiously) |
| Custom input | May adjust next step parameters |
### Auto-Continue Conditions
Some checkpoints can auto-continue when conditions are met:
| Checkpoint | Auto-Continue If |
|------------|------------------|
| IMPL_COMPLETE | All tests pass, build succeeds |
| REVIEWS_DONE | No critical or high severity issues |
| PR_CREATED | CI passes, required approvals obtained |
For detailed checkpoint handling, see [references/checkpoint-handling.md](references/checkpoint-handling.md).
## Command Reference
Each workflow step uses embedded command instructions:
| Command | Reference | Purpose |
|---------|-----------|---------|
| sync | [references/commands/sync.md](references/commands/sync.md) | Reality synchronization |
| groom | [references/commands/groom.md](references/commands/groom.md) | Task refinement |
| next | [references/commands/next.md](references/commands/next.md) | Task selection |
| implement | [references/commands/implement.md](references/commands/implement.md) | TDD implementation |
| review-code | [references/commands/review-code.md](references/commands/review-code.md) | Code quality review |
| review-tests | [references/commands/review-tests.md](references/commands/review-tests.md) | Test quality review |
| apply-recommendations | [references/commands/apply-recommendations.md](references/commands/apply-recommendations.md) | Triage and apply fixes |
| pr-prep | [references/commands/pr-prep.md](references/commands/pr-prep.md) | PR creation |
| pr-complete | [references/commands/pr-complete.md](references/commands/pr-complete.md) | PR merge and cleanup |
| discovery | [references/commands/discovery.md](references/commands/discovery.md) | Learning capture |
| retrospective | [references/commands/retrospective.md](references/commands/retrospective.md) | Post-work analysis |
| maintenance | [references/commands/maintenance.md](references/commands/maintenance.md) | Context network cleanup |
## Example: Complete Task Cycle
**Scenario:** Start of day, implement next available task
**Invocation:**
```
/agile-workflow --phase task-cycle
```
**Flow:**
```
Agent: Detecting current state...
No worktree found, checking ready tasks...
Agent: Running sync --last 1d --dry-run
[Sync output: 0 tasks completed but undocumented]
Agent: Running next
Found: TASK-042 - Add user preferences endpoint
Priority: High | Size: Small | Branch: task/TASK-042-preferences
╔═══════════════════════════════════════════╗
║ CHECKPOINT: Task Selection ║
╠═══════════════════════════════════════════╣
║ Selected: TASK-042 ║
║ Proceed with implementation? ║
║ ║
║ [continue] [stop] [other task] ║
╚═══════════════════════════════════════════╝
User: continue
Agent: Creating worktree at .worktrees/TASK-042/
Running implement TASK-042
[Implementation proceeds with TDD...]
Tests: 12 passing
Coverage: 87%
Build: Success
╔═══════════════════════════════════════════╗
║ CHECKPOINT: Implementation Complete ║
╠═══════════════════════════════════════════╣
║ All tests passing, ready for review ║
║ Proceed to code review? ║
║ ║
║ [continue] [stop] ║
╚═══════════════════════════════════════════╝
[Flow continues through review, PR, merge...]
```
## Limitations
- Requires context network with specific backlog structure
- GitHub-centric (uses `gh` CLI for PR operations)
- Single-task focus (parallel task work not orchestrated)
- Manual intervention needed when CI fails or conflicts occur
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