Our review
Comprehensive project analysis that automatically creates tasks for everything needing attention, from git status to framework-specific issues.
Strengths
- Multi-faceted automated analysis (git, code, dependencies, docs, security)
- Framework-aware detection for Rails, Node, Python, Rust
- Directly creates actionable tasks in the task list
- Supports filtering by category for focused results
Limitations
- Relies on shell analyzers that must be pre-installed (not portable)
- May generate many tasks, requiring manual prioritization
- Only catches issues detectable by the scripts (no deep static analysis)
Best used at the start of a sprint, after switching branches, or to perform a quick health check of your project.
Avoid on very large projects without a filter, as it can overwhelm the task list with low-priority items.
Security analysis
SafeThe skill instructs running pre-installed bash scripts from a trusted path for project analysis. No destructive commands, no exfiltration, no disabling safety. The scripts are not defined in the skill, but the invocation is part of a known ecosystem and the purpose is legitimate code quality and security checks.
No concerns found
Examples
/suggest-tasks/suggest-tasks security/suggest-tasks gitname: suggest-tasks displayName: Suggest Project Tasks description: Discover all actionable tasks in the current project and add them to the task list version: 1.0.0 tags: [productivity, tasks, project-management, analysis]
Suggest Project Tasks
Performs comprehensive project analysis and creates tasks for everything that needs attention.
What It Analyzes
Universal (All Projects)
- Git status: uncommitted changes, branches, stashes, conflicts
- TODO/FIXME/HACK comments: code annotations needing attention
- Test coverage: missing tests, failing tests
- Dependencies: outdated packages, security vulnerabilities
- Documentation: missing README sections, API docs
- Security: hardcoded secrets, common vulnerabilities
Framework-Specific
Rails/Ruby:
- Pending migrations
- Missing model/controller specs
- N+1 query patterns
- Missing foreign key indexes
- Route configuration issues
Node.js/TypeScript:
- TypeScript type errors
- ESLint/Prettier configuration
- Bundle size concerns
- Missing type definitions
- React/Next.js specific issues
Python:
- Mypy type checking
- Missing docstrings
- Django/FastAPI/Flask specific issues
- Common anti-patterns
Rust:
- Clippy warnings
- Missing documentation
- Unsafe code review
- Test coverage
Instructions
When the user runs /suggest-tasks, perform these steps:
Step 1: Check for Existing Scan Results
Look for cached scan results at /tmp/project-scan-*.json. If recent (< 5 minutes), use those results. Otherwise, run a fresh scan.
Step 2: Detect Project Type
Run the project detection to identify what kind of project this is:
~/.claude/hooks/analyzers/detect-project.sh .
Step 3: Run Analyzers
Based on the project type, run the appropriate analyzers. Always run the universal analyzers:
~/.claude/hooks/analyzers/analyze-git.sh .
~/.claude/hooks/analyzers/analyze-todos.sh .
~/.claude/hooks/analyzers/analyze-tests.sh .
~/.claude/hooks/analyzers/analyze-deps.sh .
~/.claude/hooks/analyzers/analyze-docs.sh .
~/.claude/hooks/analyzers/analyze-security.sh .
Then run framework-specific analyzers based on detected types:
- Rails/Ruby:
~/.claude/hooks/analyzers/analyze-rails.sh . - Node/TypeScript:
~/.claude/hooks/analyzers/analyze-node.sh . - Python:
~/.claude/hooks/analyzers/analyze-python.sh . - Rust:
~/.claude/hooks/analyzers/analyze-rust.sh .
Step 4: Parse Results
Each analyzer outputs JSON lines in this format:
{"category": "git", "task": "Task title", "description": "Details", "priority": "high|medium|low|critical"}
Collect all results and group by category.
Step 5: Create Tasks
For each discovered item, use TaskCreate to add it to the task list:
TaskCreate:
subject: "[category] Task title"
description: "Details from analyzer"
activeForm: "Checking task..."
Step 6: Present Summary
After creating tasks, present a summary grouped by category:
## Project Analysis Complete
**Project Type:** Rails, TypeScript
**Tasks Created:** 24
### By Category:
#### Git & Version Control (3 tasks)
- [ ] Commit staged changes (high)
- [ ] Clean up merged branches (low)
- [ ] Push unpushed commits (medium)
#### Code Quality (5 tasks)
- [ ] Resolve 12 TODO comments (medium)
- [ ] Fix 3 FIXME comments (high)
...
#### Security (2 tasks)
- [ ] Review potential hardcoded secrets (critical)
- [ ] Update .gitignore for secrets (high)
...
Filtering
If the user provides a filter argument, only show tasks matching that category:
/suggest-tasks git- Only git-related tasks/suggest-tasks security- Only security tasks/suggest-tasks rails- Only Rails-specific tasks/suggest-tasks node- Only Node.js-specific tasks/suggest-tasks python- Only Python-specific tasks/suggest-tasks rust- Only Rust-specific tasks/suggest-tasks todos- Only TODO/FIXME tasks/suggest-tasks tests- Only test-related tasks/suggest-tasks deps- Only dependency tasks/suggest-tasks docs- Only documentation tasks
Priority Levels
Tasks are assigned priorities based on urgency:
- critical: Merge conflicts, security vulnerabilities, missing CSRF protection
- high: Hardcoded secrets, pending migrations, type errors, bugs
- medium: TODO comments, outdated dependencies, missing tests
- low: Documentation gaps, code style, optimization suggestions
Notes
- If this is not a recognized project type (no package.json, Gemfile, Cargo.toml, etc.), inform the user
- The scan caches results to
/tmp/project-scan-*.jsonfor reuse - Tasks are deduplicated if the same task already exists in the task list
- Focus on actionable items that can be worked on in the current session
Task Prioritizer
Productivity
Prioritizes your tasks using Eisenhower, ICE, and RICE frameworks.
Weekly Status Report Generator
Productivity
Generate structured and concise weekly status reports.
Daily Standup Report
Productivity
Generates structured and concise daily standup reports.