Design commands and processing loops that reach the same final state after retries or crashes. Use the current state to apply only necessary changes, and make leftover locks, files, or records recognizable during the next run.
- Design commands that can be safely rerun
- Review recovery after a crash
- Handle leftover locks and temporary files
michael-denyer/pstack-claude☆ 3.4KUpdated Oct 23, 2026
Guides additions, refactors, and rewrites by removing unnecessary complexity first. It prioritizes deleting dead code, redundant checks, empty references, and repetitive prompt instructions, then building around observed usage and explicit requirements.
- Cleaning up code before adding a feature
- Planning removal steps before a refactor or rewrite
- Reviewing checks added for speculative edge cases
michael-denyer/pstack-claude☆ 3.4KUpdated Oct 23, 2026
Reviews the current conversation from three perspectives to find reusable lessons and propose concrete skill improvements. It separates findings into accepted, rejected, and backlog items, with user approval required before applying accepted edits.
- Reviewing lessons from a completed agent session
- Turning repeated mistakes into skill improvements
- Separating skill edits from structural fixes
michael-denyer/pstack-claude☆ 3.4KUpdated Oct 23, 2026
Review code comments in selected files or changes with a dedicated agent, remove accepted findings, and fix underlying problems. It also proposes ways to enforce documented constraints through types, runtime checks, tests, or automated checks.
- Reviewing comments in a code change
- Fixing workarounds explained by comments
- Turning documented constraints into automated checks
michael-denyer/pstack-claude☆ 3.4KUpdated Oct 23, 2026
Collect review feedback and discussion comments from the pull request for the current branch. Get a grouped summary, a prioritized action list, and unresolved questions that need clarification before you proceed.
- Prioritizing changes requested in a pull request
- Reviewing feedback scattered across comment threads
- Identifying questions to clarify before making changes
michael-denyer/pstack-claude☆ 3.4KUpdated Oct 23, 2026
Explore a codebase to explain how a feature or subsystem works, how execution flows, and which files or packages own each responsibility. Build understanding before changes and clarify where new code should belong.
- Understanding a feature before changing its code
- Learning the architecture of an unfamiliar subsystem
- Tracing runtime behavior across files or services
michael-denyer/pstack-claude☆ 3.4KUpdated Oct 23, 2026
Guide debugging from reproducing a failure to finding the first incorrect decision in the code. Distinguish valid states that need handling from invalid states that reveal earlier faults, and look for the same defect elsewhere.
- Tracing a failure to its root cause
- Reviewing whether a guard hides a bug
- Investigating failures after a restart
michael-denyer/pstack-claude☆ 3.4KUpdated Oct 23, 2026
Turn substantial editing, migration, analysis, or verification work into a small, reusable tool. Produce a script, generator, or shared agent skill that performs or checks the work and lets reviewers rerun it.
- Automating code edits or migrations
- Generating repetitive files consistently
- Making analysis and verification reproducible
michael-denyer/pstack-claude☆ 3.4KUpdated Oct 23, 2026
Explore a codebase with SocratiCode to locate features, functions, and types. Search by meaning, inspect how files depend on each other, and find relevant database schemas or API specifications before reading selected files.
- Locate the code behind a feature
- Understand file dependencies and circular references
- Find database schemas and API specifications
giancarloerra/SocratiCode☆ 3.4KUpdated Oct 24, 2026
Set up and maintain SocratiCode indexes, which prepare project files for search. Manage file watching, refresh changed content, rebuild dependency graphs, and check infrastructure health when indexing or search results need attention.
- Prepare a project for code search
- Configure automatic or manual index updates
- Investigate interrupted indexing or stale results
giancarloerra/SocratiCode☆ 3.4KUpdated Oct 24, 2026
Turn a completed workflow or conversation into a reusable agent skill. Clarify inputs, outputs, dependencies, and error handling, then produce an approved design, written instructions or helper scripts, and validation based on the original process.
- Packaging a completed workflow as a reusable skill
- Standardizing recurring tasks and error handling
- Combining existing skills into a shared procedure
google-deepmind/science-skills☆ 3.3KUpdated Oct 23, 2026
Prepare the Python package manager uv for skills that depend on it. This skill checks for an existing installation, installs uv if needed, and configures the command search path so uv commands are available.
- Preparing to run a skill that requires uv
- Installing uv when it is missing
- Making an installed uv command available
google-deepmind/science-skills☆ 3.3KUpdated Oct 23, 2026
Check maintainer documentation locally before automated CI checks run. Find missing metadata, outdated review dates, nonexistent paths in the architecture manifest, and completed plans that still contain unfinished tasks, with guidance for correcting common failures.
- Check required metadata after updating standards
- Find outdated review dates
- Verify paths listed in the architecture manifest
liaohch3/claude-tap☆ 3.3KUpdated Oct 24, 2026
Check whether a pull request is ready to merge by combining local lint, formatting, and tests with GitHub Actions status and PR description requirements. Returns a readiness verdict with specific reasons for any failed checks.
- Running local checks before opening a pull request
- Reviewing an existing pull request’s merge readiness
- Finding failing or pending GitHub Actions checks
liaohch3/claude-tap☆ 3.3KUpdated Oct 24, 2026
Fill missing interface translations in a viewer JSON file using English and Chinese source strings. Preview missing entries, translate into six languages through OpenRouter, and validate the updated file with JSON checks and tests.
- Adding six-language translations for new interface text
- Previewing missing translation keys before editing
- Retranslating selected entries after source changes
liaohch3/claude-tap☆ 3.3KUpdated Oct 24, 2026
Compare project documentation with code to find outdated descriptions, missing details, and inconsistent references. Review recent changes, audit all documentation, or focus on one area, then apply approved fixes while preserving the existing language and style.
- Review documentation affected by code changes
- Audit all documentation against the current code
- Check API or database documentation
nexu-io/nexu☆ 3.3KUpdated Apr 26, 2026
Process GitHub issues from selection through code fixes and pull requests, which propose changes for review. Parallel agents implement and test fixes, while review monitoring handles follow-up comments. Filters, fork support, and recurring checks help organize the work.
- Fixing a batch of issues labeled as bugs
- Submitting fixes from a fork
- Handling review comments on fix pull requests
nexu-io/nexu☆ 3.3KUpdated Apr 26, 2026
Collect, list, and count actionable comments from CodeRabbit and Codex on GitHub pull requests. Separate comments attached to code from review summaries, check Codex status signals, and manage CodeRabbit review conversations.
- List actionable comments on a pull request
- Count CodeRabbit comments without minor suggestions
- Check whether Codex is still reviewing
nexu-io/nexu☆ 3.3KUpdated Apr 26, 2026
Delegate feature development, code refactoring, and pull request reviews to Codex, Claude Code, Pi, or OpenCode. It guides background execution, progress monitoring, and parallel work in separate working directories.
- Delegating new feature or app development
- Reviewing pull requests in a separate working directory
- Refactoring a large codebase
nexu-io/nexu☆ 3.3KUpdated Apr 26, 2026
Use the ClawHub command-line tool to find and install agent skills, update them to the latest or a specified version, list installed skills, and publish skill folders with version numbers and change notes.
- Find and install a skill for a task
- Install or update a skill to a specific version
- Update all installed skills
nexu-io/nexu☆ 3.3KUpdated Apr 26, 2026
Generate a Claude CLI prompt from a structured JSON skill idea. The prompt guides creation of a complete skill directory, including SKILL.md, reference documents, helper scripts, and test scaffolding that follows repository conventions.
- Turn a JSON skill idea into a creation prompt
- Prepare prompts for an automated skill generation pipeline
- Include repository structure and quality criteria in skill design
tradermonty/claude-trading-skills☆ 3.3KUpdated Oct 24, 2026
Extract skill ideas from recent Claude Code session logs using repeated actions, errors, and automation requests as signals. Remove duplicates, score novelty, feasibility, and trading value, then maintain a prioritized backlog for skill generation.
- Find skill ideas in the past week’s coding sessions
- Identify automation opportunities from repeated actions and errors
- Deduplicate and prioritize skill ideas
tradermonty/claude-trading-skills☆ 3.3KUpdated Oct 24, 2026
Turn an existing conversation and knowledge of the codebase into a specification, then publish it to the project's issue tracker. It organizes the problem, user stories, implementation and testing decisions, and scope without a new requirements interview.
- Turning a feature discussion into a specification
- Recording implementation and testing decisions
- Clarifying what is outside the agreed scope
rpamis/comet☆ 3.2KUpdated Oct 25, 2026
Turn a plan, specification, or conversation into small development tickets that each deliver a verifiable feature. Identify prerequisite tickets, review the breakdown with the user, and publish approved tickets as local files or tracker issues.
- Turn a specification into actionable development tickets
- Clarify ticket dependencies and execution order
- Plan a staged refactor across a codebase
rpamis/comet☆ 3.2KUpdated Oct 25, 2026