Results for “exist”

`analysis-agent`: use when a request needs normal, failure, edge, abuse, recovery, or operational scenarios; skip when no scenario-decomposition decision exists.

Minimal, pattern-matching code output. Write the least code that satisfies requirements. Match existing project patterns. Use Write/Edit tools only.

Improve, modernize, and optimize existing Stata code for performance, portability, and maintainability. Use when legacy patterns such as preserve/restore, cd,

Use when creating new skills, editing existing skills, or verifying skills work before deployment.

Shape or refine the existing bead or caller intent without creating a second planning artifact. Triggers: "plan", "discover and plan", "shape this goal".

`analysis-agent`/`task-agent`/`review-agent`: use when symptoms, logs, metrics, regressions, or incidents need cause analysis; skip when no diagnosis decision exists.

`analysis-agent`/`review-agent`: use when proven variation needs extension points, plugins, policy hooks, compatibility, or deprecation; skip when no extension decision exists.

`analysis-agent`: use when raw requests need behavior, actors, scope, non-goals, constraints, deliverables, acceptance, or test traceability; skip when structure already exists.

Use for UI/UX and design-system work when Codex should convert visual direction or existing UI into reusable design tokens.

Generate end to end automated tests for existing features. Use when the user says "create qa automated tests for [feature]"

Audit, write, or revise Architecture Decision Records (ADRs), including the decision of whether one is warranted. Use when an architecturally significant decision needs recording, when reviewing an existing ADR collection, or when adding ADRs to a project that has none. Detects existing template (Nygard or MADR) and defaults to Nygard for new repos. Gates comparison ADRs through a decompose-and-verify interview before drafting.

Use when creating new skills, editing existing skills, or verifying skills work before deployment.

Guides code modifications by reading affected files first, matching existing style, and making minimal, safe changes.

Use when creating new skills, editing existing skills, or verifying skills work before deployment.

`analysis-agent`: use when actors, goals, preconditions, triggers, paths, guarantees, postconditions, or acceptance traces need modeling; skip when no use-case decision exists.

Convert Stitch HTML designs to React Native components, or syncs/updates existing native components to align with the latest Stitch designs, using StyleSheet.

Use when tightening annotations in existing TypeScript, removing avoidable any or assertions, improving changed-file types, or reducing compiler errors without broad refactoring.

Create new skills, modify existing ones, and measure their performance through iterative evaluation and benchmarking.

Generate targeted value proposition statements for marketing, sales, and customer onboarding from existing value propositions.

Research existing tools, libraries, and patterns before writing custom code by invoking a researcher agent.

Edit existing PowerPoint files or templates with XML-safe workflows for template-based deck updates.

Guides distinctive, intentional visual design for new or existing UI, covering aesthetic direction, typography, and avoiding templated defaults.

Maps where a movement leader's content and relationships live, producing a fragmentation report from existing research files.

Scaffolds a new mobile-first page using StyleSeed Toss layout patterns, section rhythm, and existing shell components.

`analysis-agent`/`task-agent`/`review-agent`: use when lifecycle states, transitions, guards, or terminal states need modeling; skip when no state-machine decision exists.

Audit, write, or revise renovate.json. Use when adding Renovate, troubleshooting unexpected (or missing) update PRs, hardening against supply-chain attacks, or evolving an existing config.

Update an existing specification file for a solution, optimized for Generative AI consumption based on new requirements or code changes.

Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM).

Ports existing Semgrep rules to new target languages with applicability analysis and test-driven validation.

Create a working customer profile from existing research, market signals, and team knowledge before deeper validation.

Guides distinctive, intentional visual design for new or existing UI, covering aesthetic direction, typography, and avoiding templated defaults.

`analysis-agent`/`task-agent`/`review-agent`: use when migration, backfill, deployment order, rollback, or live-data safety needs design; skip when no data migration exists.

Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.

Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement before choosing.

Design a wise systems intervention from an existing analysis. Maps proposed actions against Meadows' leverage points, checks for unintended consequences, and generates alternatives.

Analyse existing written feedback for quality, specificity, actionability, and impact on student learning. Use when reviewing teacher or peer feedback to improve feedback practices.