ANTIGRAVITY

Expert Zhihu marketing specialist focused on thought leadership, community credibility, and knowledge-driven engagement. Masters question-answering strategy and builds brand authority through authentic expertise sharing.

Converts JSON data snippets into Python Pydantic data models.

Scaffolds a new custom Tool class for the Agent Development Kit (ADK).

Formats git commit messages according to Conventional Commits specification. Use this when the user asks to commit changes or write a commit message.

Adds the standard open-source license header to new source files. Use involves creating new code files that require copyright attribution.

Validates SQL schema files for compliance with internal safety and naming policies.

Hyperflow planning phase. Use when a request needs shaping before code — a rough prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. Verbs like plan, design, brainstorm, explore, "should we", "what's the best way to", scope, decompose, "plan out", "break down", "enhance this prompt". Thinking, not building. Writes an optional spec to .hyperflow/specs/<slug>.md and a task file to .hyperflow/tasks/<slug>.md, then hands off to hyperflow-dispatch.

Hyperflow code review. Use when the user wants the current diff, a commit, branch, or PR reviewed — verbs like audit, review, "check for issues", "security check", "code review". Multi-level review (L1 quick → L5 exhaustive), writes findings to .hyperflow/audits/, then a fix-gate.

Hyperflow memory manager. Use to view, search, add, edit, prune, or clear hyperflow project memory — "show memory", "search memory for X", "clear memory", "what does hyperflow remember about Y". CRUD over .hyperflow/memory/ only — never touches source code.

Hyperflow debugging. Use for bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports — verbs like debug, "fix it", solve, "why is X failing", "Y is broken", or a pasted stack trace. Systematic root-cause analysis before any patch — never blind-patch symptoms.

Hyperflow ship phase. Use when the user is ready to release — verbs like ship, push, release, deploy, "cut a release", "ready to push". Runs pre-push gates (lint + typecheck + build + tests + security sweep), then asks before pushing. Never --no-verify, never force-push to main.

Hyperflow design phase. Use when designing a UI / visual system or making a screen look good — verbs like "design the UI", "make it look good", "design the screen", "visual design", "design system". Establishes or extends a domain-grounded design system, researches real-world prior art, and renders it slop-free. Thinking and taste, not building.

Hyperflow project status. Use to see current hyperflow state — "what is hyperflow doing", "show task progress", "where are we". Read-only — reports in-flight tasks, memory count, and progress. Never modifies state or runs work.

Hyperflow auto-routing mode. Use to control how aggressively hyperflow auto-routes — "make hyperflow sticky", "stop using hyperflow", "auto-route to hyperflow", "disable hyperflow auto-routing". Sets on (every task-shaped message routes) / auto (intent-verb messages route — default) / off (no auto-routing).

Hyperflow execution phase. Use when a task file exists in .hyperflow/tasks/ and the work needs building — verbs like build, implement, add, refactor, "wire up", "run the plan", "execute the task". Works batches sequentially with self-review and per-task commits. In Antigravity there is no sub-agent fan-out — the single agent does each batch itself.

Hyperflow project setup. Use when starting hyperflow in a new project or refreshing its cache — "init hyperflow", "set up hyperflow", "refresh hyperflow", "scaffold hyperflow". One-shot setup of the .hyperflow/ project cache + memory and the .agent/workflows/hyperflow* slash commands. Does not start the plan → dispatch chain.