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Development skills

Coding standards, frameworks, refactoring, and code review (14.9K skills)

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coding-agent

FreeSummaryAI rating 90

Delegate feature development, large code refactors, and pull request reviews to Codex, Claude Code, or OpenCode as background workers. Use isolated project checkouts, monitor progress, and arrange completion or failure notifications.

  • Delegating feature development to a background worker
  • Running a large code refactor in an isolated checkout
  • Requesting a pull request review from a coding agent
openclaw/openclaw392.4KUpdated Oct 18, 2026

gh-issues

FreeSummaryAI rating 90

Turn GitHub issues into pull requests, proposed code changes ready for review. Filter issues, avoid duplicate work, and assign background agents to implement fixes, run tests, and optionally address review comments.

  • Select issues by label or assignee
  • Create pull requests for multiple issue fixes
  • Address review comments on generated pull requests
openclaw/openclaw392.4KUpdated Oct 18, 2026

node-inspect-debugger

FreeSummaryAI rating 90

Investigate Node.js bugs by pausing execution, examining variables, and stepping through code. Diagnose stalled asynchronous work and unreliable tests, or collect memory snapshots and CPU profiles to investigate growing memory use and slow execution.

  • Investigate stalled asynchronous work
  • Debug tests that fail inconsistently
  • Examine startup timing and child processes
openclaw/openclaw392.4KUpdated Oct 18, 2026

rea-analysis-optimization

FreeSummaryAI rating 90

Investigate performance bottlenecks in REA analysis workflows and improve caching, queries, or shared processing. Compare completed tasks before and after changes while preserving correct results, examined coverage, and access to supporting evidence.

  • Investigating slow analysis workflows
  • Reviewing cache keys and invalidation
  • Reducing CPU and memory use
morluto/rea322KUpdated Oct 18, 2026

rea-tool-design

FreeSummary

Design or change REA investigation tools by defining responsibilities, inputs, results, and CLI or MCP interfaces. Produce a proposal that explains how Evidence records should be interpreted, compares the nearest existing alternative, and outlines verification.

  • Designing a new REA investigation tool
  • Reviewing CLI or MCP inputs and results
  • Defining provider responsibilities and Evidence meaning
morluto/rea322KUpdated Oct 18, 2026

Investigate shipped applications, binaries, packages, and firmware with REA to explain features, compare versions, or guide reconstruction. Use decompiled code and runtime observations where needed, keeping observed facts, inferred behavior, and unresolved questions clearly separated.

  • Explaining features in a shipped application
  • Comparing behavior across application versions
  • Inspecting binaries and packaged resources
morluto/rea322KUpdated Oct 18, 2026

Examine superpowers session records to document repeated work, departures from plans, delays, and token usage. Produce an evidence-based report with file and line references, and prepare bug-report material when requested.

  • Investigating repeated work or departures from a plan
  • Checking session duration and token usage
  • Tracing whether a skill was invoked
obra/superpowers301.6KUpdated Oct 10, 2026

Investigate bugs, failing tests, and unexpected behavior using reproduction steps, logs, and recent changes. Follow a structured process to identify the root cause, test a specific explanation, and verify the resulting fix.

  • Investigating failing tests
  • Tracing the cause of a production bug
  • Finding where a build or integration breaks
obra/superpowers301.6KUpdated Oct 10, 2026

Requests a code review from a separate agent after implementation or before merging. It provides the change summary, requirements, and commit range, then guides follow-up work according to the severity of the findings.

  • Reviewing a major feature after implementation
  • Checking changes before merging
  • Getting another perspective on a complex bug fix
obra/superpowers301.6KUpdated Oct 10, 2026

writing-skills

FreeSummary

Create, revise, and validate agent skills through tests that compare behavior with and without the instructions. It helps identify unclear guidance, choose an appropriate document structure, and refine wording before deployment.

  • Creating a reusable agent skill
  • Revising instructions agents misinterpret
  • Testing a skill before deployment
obra/superpowers301.6KUpdated Oct 10, 2026

executing-plans

FreeSummary

Carry out an existing implementation plan in one session, task by task. Verify each step with tests, record progress and decisions in a file, and finish with a review of all changes on the branch.

  • Implementing a prepared development plan
  • Executing tasks without implementer subagents
  • Resuming work from a progress record
obra/superpowers301.6KUpdated Oct 10, 2026

subagent-driven-development

FreeSummaryAI rating 90

Carry out an implementation plan by assigning each task to a separate agent, then reviewing specification compliance and code quality. Keep progress in files and review the complete set of changes after all tasks are finished.

  • Implementing a plan with mostly independent tasks
  • Reviewing specification compliance after each task
  • Resuming work from recorded progress
obra/superpowers301.6KUpdated Oct 10, 2026

Assign independent bugs or test failures to separate agents that work at the same time. Define each agent’s scope and expected report, then check for conflicting changes and run the full test suite before integrating fixes.

  • Investigating test failures with unrelated causes
  • Fixing independent problems in separate subsystems
  • Defining focused tasks for multiple agents
obra/superpowers301.6KUpdated Oct 10, 2026

writing-plans

FreeSummaryAI rating 90

Turn specifications or requirements into an implementation plan before coding begins. Break work into testable tasks with exact files, function definitions, test assertions, and verification commands, so another developer or agent can follow the plan.

  • Planning a feature before writing code
  • Breaking requirements into testable tasks
  • Handing implementation work to another developer or agent
obra/superpowers301.6KUpdated Oct 10, 2026

Evaluate code review feedback against the actual code, supported environments, and existing behavior. Clarify uncertain requests, respond with technical evidence, and implement valid changes one at a time with tests for each fix.

  • Clarifying ambiguous code review comments
  • Checking whether suggested changes preserve compatibility
  • Assessing whether a requested feature is actually used
obra/superpowers301.6KUpdated Oct 10, 2026

Prepare a separate workspace for feature development using platform tools or git worktree, which gives a branch its own working directory. It checks existing isolation, prepares dependencies, and runs tests before implementation begins.

  • Starting feature work in a separate workspace
  • Preparing a workspace before executing an implementation plan
  • Checking whether a workspace is already isolated
obra/superpowers301.6KUpdated Oct 10, 2026

Finish completed development work by checking the full test suite and presenting integration choices: merge locally, create a Pull Request, or keep the branch. It carries out the selected path and handles workspace cleanup accordingly.

  • Merging a completed feature locally
  • Pushing a branch and creating a Pull Request
  • Keeping completed work for later integration
obra/superpowers301.6KUpdated Oct 10, 2026

to-spec

FreeSummary

Turn an existing discussion and codebase knowledge into a specification, then publish it to the project's issue tracker. Organize the problem, user needs, implementation decisions, testing approach, and work excluded from scope.

  • Turning a feature discussion into a specification
  • Publishing agreed requirements to the project issue tracker
  • Documenting implementation and testing decisions
mattpocock/skills296.2KUpdated Oct 13, 2026

Review a codebase for structural problems that make understanding and testing difficult. Compare refactoring candidates in an HTML report with before-and-after diagrams, then explore the chosen option through questions about constraints, design, and tests.

  • Review architecture in frequently changed code
  • Compare refactoring options with before-and-after diagrams
  • Explore module designs that are easier to test
mattpocock/skills296.2KUpdated Oct 13, 2026

Turn a course plan into numbered exercise folders with problem, solution, and explanation variants. Create starter readme files, check naming and links with the project’s linter, and fix structural errors before committing.

  • Set up exercise folders for a new course section
  • Create problem, solution, and explanation stubs
  • Renumber exercises and check their structure
mattpocock/skills296.2KUpdated Oct 13, 2026

pr

FreeSummary

Write a pull request description that helps reviewers understand a code change. Use a compact diagram or diff, show before-and-after evidence, and explain how reversible the change is and what areas it may affect.

  • Writing a pull request description
  • Explaining a refactor with a file tree or diff
  • Presenting before-and-after evidence for a UI change
mattpocock/skills296.2KUpdated Oct 13, 2026

code-review

FreeSummary

Review code changes from a chosen Git reference against two separate criteria: documented coding standards and the original requirements. Independent reviewers check each criterion, then present findings separately so convention problems and requirement gaps remain visible.

  • Reviewing changes on a branch or pull request
  • Checking changes since a chosen commit or tag
  • Checking compliance with documented coding standards
mattpocock/skills296.2KUpdated Oct 13, 2026

retro

FreeSummary

Review a coding session and identify improvements to the agent’s working environment. Examine file navigation, automated checks, instructions, tool use, and information access, then present proposed changes in order of severity.

  • Reviewing a coding session that took too long
  • Finding automated checks for recurring mistakes
  • Simplifying agent instructions
mattpocock/skills296.2KUpdated Oct 13, 2026

implement

FreeSummary

Implement work described in a specification or tickets, checking types and running tests along the way. Review the completed changes with the code-review skill, then commit the implementation to the current branch.

  • Implementing a feature from a specification
  • Implementing a referenced issue tracker ticket
  • Checking changes with types and tests
mattpocock/skills296.2KUpdated Oct 13, 2026