Forward-propagation analysis. Given a proposed change, map 2nd and 3rd order effects across behavior, maintenance, user experience, and future optionality. Use before committing to significant decisions.
Read all project markdown documents to ground in the project's actual state.
Given the proposed change:
$ARGUMENTS
Propagate forward through these dimensions:
For every consequence identified:
Present as a propagation chain, not a flat list. Show how effects cascade.
Order consequences by impact and irreversibility. State the total count when complete.
What questions would I benefit from asking?
What am I not asking?
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer