From a product idea.
To a change you can ship.
Give your agents a shared engineering process. Skills carry the work from discovery to release, with clear handoffs, review and evidence at every step.
“Let customers approve
large orders before they ship.”
An example journey through the AI software development lifecycle. Each skill has a job. Together, they give the next step something concrete to build on.
- 01Discover
Start with the problem worth solving.
Customers need approval before a large order goes through. The agent helps clarify who approves, what slows them down and what success looks like.
HANDOFFA product brief with evidence, assumptions and a clear scope.
- 02Specify
Make the decisions before the code.
Define approval limits, permissions and what happens when an order is rejected. Check the spec against the existing codebase before implementation starts.
HANDOFFA feature specification with contracts and testable acceptance criteria.
- 03Build
Turn the agreed scope into a working change.
The agent implements the approved spec, follows the project’s conventions and validates the change. Work lands in a pull request with the context reviewers need.
HANDOFFAn implemented feature in a PR, ready for review.
- 04Review
Challenge the implementation.
Review the approval logic, access controls and compatibility with existing flows. Findings feed back into repairs and another review, rather than disappearing in a chat.
HANDOFFPrioritized findings, fixes and a review verdict.
- 05Verify
Prove the flow works for a real user.
Exercise the approval journey in the running application. Check the happy path, rejected orders and users without permission, with evidence the team can inspect.
HANDOFFTest results and browser evidence against the acceptance criteria.
- 06Ship & learn
Close the loop, then improve the next run.
Check what is ready to merge, document the released change and learn from recurring blockers. Approval and merge stay subject to your team’s gates.
HANDOFFA release entry and lessons for the next delivery cycle.
Your repository. Your standards. Project context, engineering rules and validation gates support every stage. Use the skills your workflow needs and adapt them to your team.
Adapt to your team ↗Explore the skills behind the story.
Search for a task, browse a stage or open a skill to see what it does.
01 Discovery & product
9 skillsFind the right problem to solve/om-discover
Turns interviews, documents and product data into a product brief. Separates evidence from assumptions, records decisions and defines what to work on next.
Read the skill guideExplore an idea before building/om-brainstorm
Challenges a vague idea, compares alternatives and checks whether the work already exists. Produces a focused handoff brief without changing application code.
Read the skill guidePressure-test a product idea/om-synthetic-users
Uses simulated personas to explore a flow and surface recurring objections. The results are explicitly synthetic hypotheses to validate with real users.
Read the skill guideMake a flow clickable/om-mockup-prototype
Builds a neutral prototype from a selected product flow, using simulated data and visible assumptions. Lets the team test navigation and recovery before detailed design.
Read the skill guideShape the user experience/om-ux-shape
Turns an unclear product or UX idea into a scoped direction, interaction contract and validation plan. Can also review an existing concept or prepare an implementation handoff.
Read the skill guideMap requirements to real capabilities/om-gap-analysis
Compares client requirements with what a platform actually implements. Builds an evidence-backed epic and story map, including failure paths and missing capabilities.
Read the skill guideTurn a brief into a backlog/om-backlog
Converts a product brief or phased spec into epics, stories and tasks with acceptance criteria. Keeps each item connected to the product decisions behind it.
Read the skill guideCapture a well-defined issue/om-prepare-issue
Creates one actionable tracker issue from a brief, checks for duplicates and links a covering spec or concrete implementation guidance. Does not implement the change.
Read the skill guideGet the backlog ready for development/om-auto-manage-issues
Clarifies existing issues, applies workflow labels and checks readiness for implementation. Identifies missing specifications without editing application source.
Read the skill guide02 Specifications
5 skillsDefine the application architecture/om-app-spec-writing
Creates the business architecture above individual features: domain language, entities, identity, workflows and user stories. Checks gaps against the platform before implementation begins.
Read the skill guideWrite a feature specification/om-spec-writing
Develops a feature spec from open questions through architecture, contracts and phased delivery. Each phase has testable steps; it can also review an existing specification.
Read the skill guideTake a feature brief to a spec PR/om-auto-write-spec
Writes a feature specification autonomously, recording assumptions and publishing a design-only pull request. Adds UI evidence when available and keeps high-stakes decisions gated.
Read the skill guideCheck a spec before implementation/om-pre-implement-spec
Audits a specification against the real codebase, project rules and protected contracts. Returns a readiness verdict, risks and a remediation plan without editing the spec or code.
Read the skill guideConnect design to your design system/om-figma-design-with-ds
Creates screen briefs from the repository’s design contract, components and tokens. Also audits existing designs for inconsistencies with that contract.
Read the skill guide03 Implementation
12 skillsTurn a task into a reviewed PR/om-auto-create-pr
Plans and implements a task in an isolated worktree, runs validation and self-review, then opens a labeled pull request. Progress is tracked so unfinished work can be resumed.
Read the skill guideRun a long implementation/om-auto-create-pr-loop
Handles larger plans with explicit tasks, incremental commits, handoff notes and regular verification checkpoints. Finishes with the full validation gate and a pull request.
Read the skill guideResume unfinished work/om-auto-continue-pr
Picks up an existing pull request from its execution plan and continues implementation, validation and review. Can reconstruct a plan when the PR does not have one.
Read the skill guideResume a long implementation/om-auto-continue-pr-loop
Continues a long-running PR from its saved task table and handoff context. Preserves incremental commits, checkpoint verification and the original delivery plan.
Read the skill guideBuild an approved specification/om-auto-implement-spec
Resolves an existing spec and routes it into implementation, review and UI verification. Reuses an existing spec PR branch when possible and delivers a ready pull request.
Read the skill guideTake an issue through to a PR/om-auto-fix-issue
Classifies an issue and follows the appropriate path: verify and repair a bug, or resolve a spec and implement a feature. Works in isolation and returns a reviewed PR.
Read the skill guideCheck whether a reported bug still exists/om-verify-in-repo
Checks the current branch and tracker before repair work starts. Detects already-fixed, duplicated or claimed issues and reports when no action is needed.
Read the skill guideFind the smallest root cause/om-root-cause
Traces a confirmed defect to the code that owns it. Produces a focused diagnosis, affected files and repair approach without changing the repository.
Read the skill guideApply a focused bug fix/om-fix
Implements the minimal repair identified by root-cause analysis, adds regression coverage and runs validation. Leaves committing and opening the PR to the next step.
Read the skill guideInvestigate a failing behavior/om-troubleshooter
Turns an error or regression into a reproducible diagnosis and a test that demonstrates the failure. When asked to fix it, applies and verifies a minimal repair without committing.
Read the skill guideUnderstand the dependency you actually run/om-framework-context
Answers a narrow framework or dependency question using the exact installed version, its shipped guidance and source. Returns a read-only evidence chain and an application-level conclusion.
Read the skill guideOwn a dependency customization/om-eject-and-customize
Checks extension points and smaller alternatives before copying a dependency component into your repository. Helps make the ownership and future upgrade implications explicit.
Read the skill guide04 Review & security
7 skillsReview code against your standards/om-code-review
Checks a diff, branch or PR for correctness, security, compatibility and quality. Runs configured validation and returns severity-ranked findings and a review verdict.
Read the skill guideReview and repair a pull request/om-auto-review-pr
Reviews a PR in an isolated worktree, publishes a verdict and manages workflow labels. When changes are needed, runs an autofix and re-review loop.
Read the skill guideWork through the review queue/om-review-prs
Finds eligible unreviewed pull requests and reviews them one at a time. Skips drafts, blocked work and PRs already claimed by another agent.
Read the skill guideGet a PR ready to merge/om-auto-fix-pr
Updates a PR and resolves review findings, failing CI and UI verification gaps. Leaves it ready for approval; this skill does not merge the PR.
Read the skill guideAnalyze the security of one change/om-auto-sec-report-pr
Examines a PR, specification or branch for OWASP risks and less obvious attack paths. Reports findings without modifying the target and keeps live exploit details private.
Read the skill guideReview security across a release window/om-auto-sec-report
Combines security analyses across a set of changes into one report with severity totals, coverage and follow-up work. Sensitive live findings are withheld from published reports.
Read the skill guideReview the experience behind the screenshots/om-ux-review-pr
Walks real user tasks and UI states in a browser, including errors and narrow screens. Produces evidence-backed UX findings ranked by user impact.
Read the skill guide05 Testing & QA
6 skillsPrepare a repeatable test environment/om-prepare-test-env
Discovers how the application starts and creates reusable launch and teardown scripts. Prepares the browser provider and a shared environment descriptor for subsequent tests.
Read the skill guideTest real application flows/om-integration-tests
Explores the running application before creating and executing integration or end-to-end tests. Uses the project’s own runners, conventions and test environment.
Read the skill guideRun the tests a change can affect/om-smart-test
Maps changed files to affected units and dependencies, then selects a safe subset of tests. Falls back to full suites when the impact cannot be narrowed reliably.
Read the skill guideVerify a PR in the browser/om-auto-qa-pr
Exercises a UI change in a real browser and captures screenshots with a pass/fail report. Produces verification evidence without editing source or merging.
Read the skill guidePrepare a manual testing plan/om-auto-qa-scenarios
Turns merged PRs into a practical verification plan: testing order, where to click, what to check and possible failure cases. Produces Markdown and HTML runbooks.
Read the skill guideGuide a human QA session/om-qa-buddy
Creates an interactive test runbook for a PR, issue or branch. Executes browser checks, records reproducible defects and keeps evidence alongside AI and human results.
Read the skill guide06 Release & follow-up
8 skillsValidate before publishing/om-check-and-commit
Runs all configured validation commands and fixes straightforward failures. Commits and pushes only when publication was explicitly requested and every required gate passes.
Read the skill guideOpen a PR with the right context/om-open-pr
Commits and pushes prepared work, then opens or reuses a pull request with the shared template and workflow labels. Handles the issue handoff when the work came from a tracker.
Read the skill guideSee what can merge now/om-merge-buddy
Reads open PRs, reviews, CI and labels to separate ready, almost-ready and blocked work. Reports the blockers without changing or merging anything.
Read the skill guideApprove and merge a ready PR/om-approve-merge-pr
Submits approval and squash-merges a selected PR when review and QA gates permit it. Routes fixable blockers back to repair instead of bypassing checks.
Read the skill guideChoose the next step for a PR/om-pr-autopilot
Diagnoses a PR’s current state and chains the skills needed to move it forward. Does not merge unless merging was explicitly enabled, and respects the QA gate.
Read the skill guideWrite the release changelog/om-auto-update-changelog
Drafts a categorized release entry from merged pull requests, checks contributor credit and delivers the update as a documentation PR.
Read the skill guideReconcile resolved issues/om-close-fixed-issues
Connects recent PR outcomes to tracker issues. Closes issues only when a merged PR has an authoritative closing reference, and adds context for other outcomes.
Read the skill guideKeep follow-up work from getting lost/om-followup-issue-from-pr
Turns actionable PR feedback or an implementation gap in a design document into a tracked issue. Checks existing work to avoid duplicate follow-ups.
Read the skill guide07 Setup & improvement
11 skillsSet up your engineering pipeline/om-setup-agent-pipeline
Inspects the repository and configures validation, labels, tracker and browser providers. Generates missing workflow documents from the project’s actual setup.
Read the skill guideAdd product discovery to the pipeline/om-setup-discovery-pipeline
Adds discovery roles, readiness criteria and product decision rules to an existing delivery setup. Updates the relevant configuration and marked documentation sections.
Read the skill guideCapture your design contract/om-ux-setup
Extracts design tokens, components and screen patterns from the repository into a reusable UX contract. Preserves the team’s manual design decisions on refresh.
Read the skill guideGive agents project-specific instructions/om-create-agents-md
Writes AGENTS.md guidance derived from the repository: how to work, which decisions need input, what is prohibited and how to verify a change.
Read the skill guideCreate or refactor a skill/om-create-skill
Authors an OM skill from a brief or splits an oversized skill into focused reference files. Preserves behavior and follows the collection’s workflow conventions.
Read the skill guideKeep installed pipeline artifacts current/om-apply-upgrade-notes
Applies relevant migrations after a skills upgrade, updating local descriptors and configuration while preserving customizations. Leaves the changes available for review.
Read the skill guideFind the right skill for the job/om-help
Reads installed skills and the repository’s task routing guidance to answer what to use next. Bases recommendations on what is actually available in the project.
Read the skill guideLearn from completed delivery runs/om-pipeline-retro
Analyzes finished pull requests and agent markers to identify clean runs, recoveries and recurring blockers. Helps explain where the delivery pipeline needs improvement.
Read the skill guideTurn an agent failure into a regression case/om-evolve-harness
Reproduces a real agent failure in an evaluation harness, then fixes it with a focused knowledge change. The new case must demonstrate the failure before the fix.
Read the skill guideEvaluate an agent’s result/om-judge-agent-session
Reviews an evaluation result or shared session bundle and returns pass, fail or inconclusive. Gives recorded tests and controller-owned evidence precedence over semantic judgment.
Read the skill guideNo matching skills.
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