create-pr

name	create-pr
description	Create a pull request with proper formatting, validation, and conventions for this monorepo

Create Pull Request

Create a pull request for the current branch. Optional argument: $ARGUMENTS (target base branch, defaults to main).

Step 1: Gather Context

Run these commands to understand the current state:

# Current branch and tracking info
git branch --show-current
git status

# Commits on this branch not in base
git log main..HEAD --oneline

# Full diff against base
git diff main...HEAD --stat
git diff main...HEAD

If $ARGUMENTS specifies a different base branch (e.g., test or prod), use that instead of main.

Step 2: Identify Affected Services

Map changed files to services using this table:

Path prefix	Service	Type	Validation
api-server/services/	api-server	Go	make validate
ticket-server/	ticket-server	Go	make validate
collector-server/cloud-collector/	cloud-collector	Go	make validate
collector-server/k8s-collector/relay-server/	relay-server	Go	make validate
collector-server/k8s-collector/app/	k8s-collector-app	Python	make lint && make test
llm/code-analysis/	code-analysis	Go	make check
llm/llm-server/	llm-server	Go	make validate
llm/rag-server/	rag-server	Python	make lint && make test
llm/benchmark/	benchmark	Python	poetry run pytest
ml-k8s-server/	ml-k8s-server	Python	make lint && make test
auto-pilot/	auto-pilot	Python	poetry run black --check . && poetry run flake8 .
auto-pilot/sidecar/	auto-pilot-sidecar	Python	poetry run black --check . && poetry run flake8 .
notifications-server/	notifications-server	Python	poetry run black --check . && poetry run flake8 .
app/	frontend	TypeScript	npm run lint2
deploy/	infrastructure	—	Manual review

Step 3: Run Validation

For each affected service, run its validation command. Report results to the user. If validation fails, ask the user whether to fix the issues or proceed anyway.

Step 3.5: AI Self-Review (First-Pass Review Before Human Review)

Mandatory. Before pushing, read the diff and run an AI first-pass review. The goal is to catch issues before a human reviewer ever sees them, and to surface residual risks explicitly rather than hoping the reviewer finds them.

Run:

git diff {base_branch}...HEAD

Read the diff in full and evaluate against these dimensions:

• Correctness: logic errors, off-by-one, nil/null risks, missing error handling, race conditions, incorrect API contracts.
• Security: injection (SQL, command, XSS), hardcoded secrets, missing input validation at system boundaries, insecure deserialization, OWASP Top 10.
• Over-engineering: premature abstractions, unused hooks, speculative flexibility, helper functions with a single caller, scenarios that can't happen being "handled".
• Scope creep: changes outside the stated goal of the PR (per CLAUDE.md → AI Coding Principles, surgical changes: every changed line traces directly to the request).
• Test coverage: are new code paths covered? Are edge cases tested?
• Cross-service impact: shared types, API contracts, DB schema, Hasura metadata — anything that affects other services.
• Convention compliance: Go idioms + slog + testify, Python black 120 + flake8 + mypy, TypeScript oxlint + prettier, commit scope correctness.

Categorize each finding into one of three buckets:

1. Fix now. Clear bugs, security issues, style violations, obvious over-engineering. Fix them in-place and re-run validation for the affected service. Do not push a PR with known issues that you could have fixed.
2. Flag to reviewer. Genuine judgment calls — design trade-offs, architectural questions, risks you mitigated but didn't eliminate. These go in the Risks & Counterarguments section of the PR body (see Step 5).
3. Ask the user. Anything that requires product or business context the agent doesn't have. Surface these before pushing — do not ship a PR with open questions buried in the description.

If the PR touches shared contracts, DB schema, cross-service behavior, or any architectural decision, also run the logic from /challenge against the diff itself: what are the three strongest reasons this diff is wrong? Include the surviving counterarguments in the Risks & Counterarguments section of the PR body. Skip this sub-step for typo / docs / 1-line fixes.

Step 4: Find Related Issue

Search for an existing GitHub issue (open or closed) to link to this PR:

# Search using keywords from the branch name and commit messages
gh issue list --search "<keywords from branch/commits>" --state all --limit 10 --json number,title,state,url

If related issues are found, present them to the user and ask which to link. If none found, ask the user if they have an issue number. Do NOT auto-create a new issue — only create one if the user explicitly asks.

Step 5: Check Remote Status

# Ensure branch is pushed
git remote -v
git push -u origin $(git branch --show-current) 2>&1 || true

If there are unpushed commits, push them before creating the PR.

Step 6: Generate PR Content

Based on the commits and diff, generate:

Title format: type(scope): subject (per .github/semantic.yml)

Allowed types:

Type	Use when
feat	New feature or functionality
fix	Bug fix
`docs"	Documentation only
style	Formatting, whitespace, no code change
refactor	Code restructure, no behavior change
perf	Performance improvement
test	Adding or updating tests only
chore	Maintenance, deps, config
revert	Reverting a previous commit
ci	CI/CD workflow changes
infra	Infrastructure, Helm, K8s changes
release	Release-related changes

Allowed scopes (required):

Scope	Services / paths
ui	app/ (frontend)
autopilot	auto-pilot/, auto-pilot/sidecar/
ml	ml-k8s-server/, llm/code-analysis/, llm/llm-server/, llm/rag-server/, llm/benchmark/
notifications	notifications-server/
tickets	ticket-server/
relay	collector-server/k8s-collector/relay-server/
collector	collector-server/cloud-collector/, collector-server/k8s-collector/app/
deps	Dependency updates
NB-xxx	Ticket number — use for api-server/services/, api-server/migrations/, deploy/, .github/, or any cross-service change

Examples: fix(ui): handle null state in settings, feat(NB-1234): add Azure onboarding flow

Semantic type → PR "Type of change" mapping:

Semantic type	PR checkbox
feat	New feature
fix	Bug fix
docs	Documentation
style	Chore
refactor	Refactor
perf	Performance
test	Chore
chore	Chore
ci	Build / CI
infra	Build / CI
revert	Bug fix
release	Chore

Body MUST follow the repo's PR template (.github/pull_request_template.md):

# Description

{Summary of the changes and the related issue. Include relevant motivation and context.
List any dependencies that are required for this change.}

Fixes # (issue)   ← include if there's a linked issue, otherwise remove this line

## Type of change

- [x] {Matching type from mapping above}

# How Has This Been Tested?

{Describe the tests that you ran to verify your changes. Provide instructions so we can reproduce.}

- [x] {Test A description}
- [x] {Test B description}

---

# Risks & Counterarguments

{Residual risks from the AI self-review in Step 3.5 — things that were considered and mitigated but not eliminated, plus any counterarguments from /challenge that the implementation accepted rather than resolved. Format as a bulleted list, each bullet stating: the risk, why it was accepted, and what would trigger a revisit. State "None — fully resolved during self-review" if there are no residual concerns. Do NOT put trivial concerns here; save this section for things a human reviewer should actively evaluate.}

Rules for filling the template:

• Select the "Type of change" based on the semantic type → PR checkbox mapping above
• Mark applicable types with [x] — only include the checked types, delete all unchecked options
• The Description should explain why the change was made, not just what changed
• Testing section should list concrete verification steps
• If there's no linked issue, remove the Fixes # line entirely
• The Risks & Counterarguments section is required — state "None — fully resolved during self-review" if there are no residual concerns

Step 7: Create the PR

Ask the user to confirm the title and body, then create:

gh pr create 
  --base {base_branch} 
  --title "type(scope): subject" 
  --body "$(cat <<'EOF'
{body}
EOF
)"

Step 8: Output Result

Print the PR URL and a summary:

PR created: {url}
Title: type(scope): subject
Base: {base} <- {head}
Services: {list}
Validation: {pass/fail status per service}