agentic-engineering

name

agentic-engineering

description

Autonomously drive an entire issue or a complete new feature from spec to merge through the AAanalysis agentic-engineering protocol — sharpen the issue, branch into an isolated worktree, implement, push and open the PR early so CI runs, run the automated review + quality gates, keep the branch synced, then hold at the human-review gate where the user picks a manual PR-review loop or skips (skip = post an approving review comment, then arm GitHub-native auto-merge), with a fix-forward loop on red CI. Use when the user wants to start work on an issue, "walk me through the workflow", take a change from issue to merge, or wants the auto-merge / auto-fix loop driven for them. NOT for typos, one-line fixes, or trivial local edits — make those directly. The canonical protocol lives in docs/guides/agentic_engineering.md; this skill executes it.

AAanalysis agentic-engineering — drive a change to merge

Lean driver for the protocol in docs/guides/agentic_engineering.md (the single source of truth — read it first; this skill executes it). Deep detail — delegation model, git-stash + parallel-session hazards, merge-method rationale, CI/local-gate commands — lives in REFERENCE.md. Durable artifacts (ADRs, CONTEXT.md, CLAUDE.md / .claude/rules, the code) are authoritative; per-issue planning notes are ephemeral.

When to use: to autonomously drive an entire issue or a complete new feature from spec to merge (a substantial bug-fix issue counts). Not for typos, one-line fixes, or trivial local edits — make those directly.

Why the full branch + PR machinery, even solo: this is a one-maintainer package, but the PR is still the gate that makes master trustworthy as the version users install. The branch isolates the work; the PR forces the checks — CI must pass before code enters master, the automated-review + ripple pass makes you confront docs/tests/API-stability before merge, Closes #NN links the change back to its issue, and conventional PR titles seed the release notes. master stays releasable at all times; the cost of the ceremony is paid back the first time a check stops a regression.

Happy path

⛔ = stop for an explicit §0 permission; each is its own ask (push ≠ PR ≠ merge ≠ each cleanup deletion).

1. Sharpen the issue → /grill-with-docs (refresh CONTEXT.md / ADRs) before any code.
2. Worktree: git fetch origin && git worktree add ../wt-<slug> -b <type>/<slug> origin/master, then cd in.
3. Implement (honor auto-loaded .claude/rules/) + walk the Ripple checklist below.
4. Fast local gate (REFERENCE.md → Local gate commands) → ⛔ push scaffold commit → open a draft PR (starts CI + RTD).
5. /review + /security-review (+ /code-review high, /simplify, /docstrings for big/API diffs). Never merge red.
6. ⛔ Human gate — user picks (a) manual review loop (iterate forward on the branch) or (b) skip → post an approving comment.
7. ⛔ gh pr merge --auto --merge; fix-forward on red (armed auto-merge completes on the green re-run).
8. ⛔ After the PR is MERGED + master green: clean up (see Cleanup below).

Parallel sessions are the norm here. Before any status claim, commit, merge, or cleanup, refresh live state (git fetch origin --prune + gh pr list / gh pr view) and act only on the branch/worktree you created — surface anything you didn't make, never touch it. Full hazards: REFERENCE.md → Parallel-session hazards.

ADRs under parallel sessions (don't collide on a number)

Concurrent branches each draft an ADR and grab "the next number" from their own stale checkout — so two land as 0034, or a gap appears (a real incident left 0034–0036 unindexed). The durable rule lives in docs/adr/README.md → Conventions; in execution:

• Settle the decision in step 1 (/grill-with-docs). First git fetch origin --prune and scan in-flight work for an ADR on the same decision (gh pr list; grep open PR diffs for docs/adr/) — don't open a rival ADR for one another session already owns.
• Draft number-less: title # ADR-XXXX —, file docs/adr/XXXX-<slug>.md. Never bake a real number in while implementing — local state is stale the moment another session merges.
• Number it last, as the PR is about to merge: rebase on a fresh origin/master, take one past the max across committed ADRs and open PRs, rename file + title, regenerate docs/adr/INDEX.md (check_adrs.py --write-index). Let the index row / sequential filename collide as a git conflict — that's the safety net; resolve by taking the next free number.
• Never renumber a merged ADR (rename = new path, §0). Detail: REFERENCE.md → ADR numbering under parallel sessions.

Hard rules (override everything here)

From root CLAUDE.md §0/§2 — authorization is per-action, never per-session:

• Never delete/rename a file without explicit permission (incl. git worktree remove of a tree with uncommitted work, branch deletion, git mv).
• Never push or publish without explicit permission — git push, gh pr create, gh pr merge (incl. arming --auto), gh release create. Ask again for the next one.
• CONFIRM-FIRST files (CLAUDE.md §2): pyproject.toml, aaanalysis/__init__.py, aaanalysis/_data/*, .github/workflows/*, config.py, template_classes.py, any __all__ symbol rename/delete.

Delegated skills

/grill-with-docs, /review, /security-review, /code-review, /simplify, /docstrings, /github-issues, /triage, /to-issues, /schedule are local sub-skills this skill orchestrates — not shell/GitHub commands. If one is unavailable, fails, or is inconclusive, stop and surface the missing gate; never proceed as if it passed. Detail: REFERENCE.md → Delegated skills.

Cleanup (step 8 — gated on merge + a green master, §0)

Trigger off merge state, not a CI run: wait until gh pr view <n> --json state,mergedAt shows MERGED, then let the push-triggered master workflows pass. git fetch origin --prune first (drops stale remote-tracking refs another session's merge left behind). Because PRs land as merge commits, git branch --merged master lists the branch and a plain git branch -d <branch> deletes it safely. As separate §0 asks: git switch master → git worktree remove <path> (--force if uncommitted → also permission) → git worktree prune → git branch -d <branch>; remote head auto-deletes if the repo setting is on, else git push origin --delete <branch> (push → §0). Canonical tool: python .github/scripts/prune_merged_branches.py (PR-state-driven, report-only by default, --apply to delete, never touches FORGOTTEN no-PR work) — run it from any session, since parallel auto-merges land after the opening session ends. Unattended jobs may flag but never delete (§0).

Ripple checklist (no change is done until its mirrors are in sync)

A code edit almost always lands with its mirrors in the same PR (tutorials may trail, but never a different release). Full rationale + exact paths: the guide's Propagate every change section.

• Docstrings (numpydoc; citations → references.rst) — /docstrings, now blocking CI.
• Public API — aaanalysis/__init__.py __all__ (CONFIRM-FIRST); API ref + autosummary follow.
• Examples — examples/<abbr>_<method>.ipynb (one per method, included in the docstring); cover every param, re-run with executed outputs.
• Tutorials — tutorials/*.ipynb; Protocols — protocols/protocol<N>_*.ipynb (workflow changes).
• Tests — the change's unit tests + cross-file meta-tests: test_param_coverage.py, test_class_abbreviation_registry.py, backend-import-hygiene, extras/stub parity.
• Cheat sheet — docs/_cheatsheet/content.py (single source → regen html/pdf; public symbols only).
• Tables — docs/source/index/tables*.rst via create_tables_doc.py (scales/datasets changes).
• Release notes — docs/source/index/release_notes.rst (the changelog; Unreleased section).
• Contributing — CONTRIBUTING.rst + its port docs/source/index/CONTRIBUTING_COPY.rst.
• Glossary / ADRs — CONTEXT.md; a new docs/adr/NNNN-*.md (settle it in step 1; draft it number-less and number it last — see ADRs under parallel sessions). Conventions — CLAUDE.md / .claude/rules/*.
• Build / deps — pyproject.toml / config.py (both CONFIRM-FIRST).

Most surface late (stale cheat sheet, red meta-test, wrong RTD render), not in the fast unit job.

Local gates & CI

The exact commands, job names, and thresholds live in REFERENCE.md → Local gate commands. CI job names and thresholds drift — verify the live configuration (.github/workflows/*, gh pr checks <n>) before claiming any gate's status; treat the guide as the source of truth.

Notes

• Merge with gh pr merge --auto --merge — method is its own explicit decision, never bundled into the step-6 skip option. Why: REFERENCE.md → Merge method.
• Worktrees, not git stash, for isolation; one per task. REFERENCE.md → Git-stash hazard / Parallel-session hazards.
• Fix forward, never merge red. GitHub completes auto-merge only on all-green + conflict-free.
• Issue lifecycle. Keep Closes #NN in the PR body to auto-close; remove it there to keep the issue open (the commit message alone isn't enough).
• Notebooks are a local-only gate (not in blocking CI). Re-run + commit fresh outputs before every push.