Use when handling a low-risk ad hoc change that needs lightweight planning and execution while still reading and selectively updating root project memory.
Produce a high-quality executable plan with less interview overhead when the user explicitly wants the accelerated path. Read first:
AGENTS.mdmemory.mdmemory.index.jsontags and applies_tomemory.archive.md for selected ids when the summary is too thin to safely compress planning
Then resolve or create the active plan folder and canonical artifacts:requirements.md when present from forge-scoperesearch.mdplan.mdforge-session.jsonresearch.md and plan.md.todo.json.todo.json, analyze task depends_on relationships and file_targets to determine execution_policy.parallelism. Emit the structured parallelism object per docs/orchestration-protocol.md. Default to "mode": "auto" when independent tasks exist. Use "mode": "none" when all tasks are sequential.forge-session.json with normalized digests and handoff state.memory_refs so forge-implement can stay in targeted-read mode safely.
If requirements.md exists in the active plan folder:requirements.md before drafting research.md or plan.mdresearch.md findings, plan.md scope/acceptance criteria, an explicit deferred item, or an unresolved blockerrequirements.md path in forge-session.json.paths.requirements_path
Present exactly these sections before approval:Scope and AssumptionsFiles to changeRisks and pitfallsProject Specific ConsiderationsRequirements coverage when requirements.md is present
Then ask exactly:
"Do you approve this quick plan and continue to forge-implement?"todo.json must use top-level tasks; legacy items is invalidmemory_refs; when no ids apply, keep the empty list and explain why in handoff_notesplan.md and research.mdtodo.jsonSearch 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