Implement comprehensive error handling for Python code paths to keep services resilient and user-friendly. Use when failures are currently silent or exceptions leak through.
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Guide branch creation, commit messages, and titles so the repo’s semantic workflow is enforced
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설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
pr-create for end-to-end PR title/body drafting and Jira-linking workflow.github-pull-request-handling for resolving and replying to existing PR review conversations.Apply the Conventional Commits 1.0.0 specification for commit messages and PR titles.
Use exactly one of these types in PR titles and commits:
| Type | Purpose |
|---|---|
chore | Maintenance, tooling, config changes |
ci | CI/CD pipeline changes |
deploy | Deployment-related changes |
docs | Documentation only |
feat | New feature |
fix | Bug fix |
improvement | General improvement (non-feature, non-fix) |
perf | Performance improvement |
build | Build system/dependency changes |
refactor | Code refactoring, no behavior change |
style | Formatting only, no behavior change |
test | Adding or updating tests |
<type>[(scope)]: <description>
[optional body]
[optional footer(s)]
[a-z:_-]+ (lowercase letters, digits, underscores, colons, hyphens). Examples: sdk, api, my_component.For breaking changes, append ! after type/scope and include a BREAKING CHANGE: footer when relevant.
Example:
feat(api)!: switch auth token format
BREAKING CHANGE: clients must re-authenticate with the new token format
BREAKING CHANGE: <description>Refs: UN-12345 or Refs: #123Reviewed-by: <name>feat(toolkit): add streaming supportfeat(sdk): update message endpointci: add semantic PR validationCheck current branch
git branch --show-current; do not commit directly to master/mainfix/<scope>/<short-slug> or feat/<scope>/<short-slug>fix/payment/null-check)Review & stage
git diff for unstaged, git diff --cached for staged)git add -A once you understand all changesRefs: <ticket> block in the commit body to link Jira/Ticket numbers (the repo tooling can pick this up)Write the commit
<type>(<scope>): <description> formatExamples
fix(api): handle missing authorization headerfeat(payments): add refund webhook handlerchore(deps): upgrade pytest to 9.0master/main)Refs: section when relevantBefore finalizing a commit message or PR title:
! and/or a BREAKING CHANGE: footer아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
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Implement comprehensive error handling for Python code paths to keep services resilient and user-friendly. Use when failures are currently silent or exceptions leak through.
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Tabular and numerical data analysis with descriptive statistics and insights. Use when the user provides data, tables, CSVs, or numbers and wants analysis.
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Financial factsheet analysis with key metrics extraction and investment rationale
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Diagnose and fix CI failures without leaving your editor.
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Reproduce ai-repo PR checks locally with Poe and CI scripts, including per-package typecheck and coverage behavior. Use when validating changes before push or when user asks which local commands match CI.
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Ask clarifying questions before implementing to ensure Python requirements are understood. Use when a task lacks detail, dependencies are unclear, or multiple interpretations are possible.
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