Our review
This skill turns a technical specification into executable prompts with a dependency plan and state tracking for automated sprint execution.
Strengths
- Automatic prompt generation from a specification
- Dependency-aware planning with configurable parallel execution
- Persistent state management for resumption and progress tracking
- Supports automated execution with isolation and verification loops
Limitations
- Requires a detailed technical specification for effective generation
- Advanced configuration (worktree, loops) can be complex
- Relies on Claude Code's /run-prompt for prompt execution
Use this skill when you have a clear technical specification and want to automate the planning and execution of development tasks in ordered phases.
Avoid this skill for simple or ad-hoc tasks that don't require step-by-step decomposition with dependencies, as the initial overhead is high.
Security analysis
SafeThe skill uses only standard development tools (git, jq, python3, file operations) and does not perform destructive actions beyond its declared purpose of managing sprint worktrees. No network exfiltration, obfuscated payloads, or system-wide destruction is indicated.
No concerns found
Examples
Start a sprint based on the technical specification in spec.txt and generate the prompt files and execution plan.Analyze the existing prompts in the prompts/ directory, generate a dependency plan, and auto-execute them with verification loops.Resume the paused sprint execution from the last saved state.name: sprint description: Automated sprint planning and execution from technical specifications (prompt generation, dependency planning, stateful execution) allowed-tools:
- Bash(git:*)
- Bash(jq:*)
- Bash(npx cclimits:*)
- Bash(python3:*)
- Bash(find:*)
- Bash(ls:*)
- Bash(cat:*)
- Bash(mkdir:*)
- Bash(realpath:*)
- Read
- Write
- Edit
- Glob
- Grep
Sprint Planning + Execution
This skill turns a technical specification into:
- Prompt files (ready for
/run-prompt) - A dependency-aware execution plan (
sprint-plan.md) - A persistent state file (
.sprint-state.json) for long-running execution
CLI
Main command
# From a spec (generates new prompts)
python3 skills/sprint/scripts/sprint.py <spec-file-or-text> [options]
# From existing prompts (no spec argument)
python3 skills/sprint/scripts/sprint.py --from-existing [options]
Options:
--output-dir DIR(default:./prompts/) Where to write generated prompt files--plan-file FILE(default:./sprint-plan.md) Where to write the plan markdown--dry-runGenerate plan without creating prompt files or state--from-existingAnalyze existing prompts in--output-dirinstead of generating from a spec--prompts LISTInclude only specific prompts (e.g.,001-005,010)--folder PATHOnly include prompts from this subfolder of--output-dir(e.g.,providers/)--exclude LISTExclude specific prompts (e.g.,003,007)--auto-executeExecute phases immediately, updating.sprint-state.json--models LISTComma-separated models (default:claude,codex,gemini)--max-parallel NMax concurrent prompts per phase (default:5)--worktreeUse worktree isolation when auto-executing--loopUse verification loops when auto-executing--max-iterations N(default:3) Verification loop max iterations--completion-marker TEXT(default:VERIFICATION_COMPLETE) Loop completion marker--state-file FILE(default:.sprint-state.json) State file path--jsonPrint JSON output (plan + state summary)
Sub-commands
python3 skills/sprint/scripts/sprint.py status
python3 skills/sprint/scripts/sprint.py add "Implement caching layer"
python3 skills/sprint/scripts/sprint.py remove 005
python3 skills/sprint/scripts/sprint.py replan
python3 skills/sprint/scripts/sprint.py pause
python3 skills/sprint/scripts/sprint.py resume
python3 skills/sprint/scripts/sprint.py cancel --yes
python3 skills/sprint/scripts/sprint.py history
Notes:
- Sub-commands operate on
.sprint-state.jsonin the current directory unless--state-fileis provided. cancelis destructive for sprint-created worktrees (it removes worktree directories/branches recorded in state).
Examples
# Analyze all prompts in prompts/
python3 skills/sprint/scripts/sprint.py --from-existing --dry-run
# Only specific prompts
python3 skills/sprint/scripts/sprint.py --from-existing --prompts 001-005,010 --dry-run
# Only prompts in a subfolder
python3 skills/sprint/scripts/sprint.py --from-existing --folder providers/ --dry-run
# Exclude certain prompts
python3 skills/sprint/scripts/sprint.py --from-existing --exclude 003,007 --dry-run
# Combine with execution options
python3 skills/sprint/scripts/sprint.py --from-existing --worktree --loop --auto-execute
Next.js App Router Expert
Development
A skill that turns Claude into a Next.js App Router expert.
README Generator
Development
Creates professional and comprehensive README.md files for your projects.
API Documentation Writer
Development
Generates comprehensive API documentation in OpenAPI/Swagger format.