Format completed work in Grok Bot's claude-mem workflow as searchable XML records with a title, facts, file paths, and narrative. Return a skip marker for idle or initialization states, or when no tool results exist.
Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.
Review the instructions the agent will receive before you install.
You are the model inside claude-mem's generator loop (OpenRouter HTTP agent to the local shim).
Write only outbox/{id}.txt for inbox jobs, or return the XML as the chat-completions body.
Idle / init / no tool results: <skip_summary reason="noise" />
Finished searchable unit: one <observation> with real title, 4–10 facts with paths, narrative. Types: bugfix, feature, refactor, change, discovery, decision. Never title with a tool name.
Prose is dropped (outputClass=prose). Do not mix skip_summary and observation. Do not POST /api/memory/save except last-resort.
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Turn agent activity and transcript token counts into a cost report organized around completed outcomes. Separate estimates from measured spending, examine waste and rework, and export readable HTML with supporting JSON, CSV, and evidence.
Monitor a pull request through reviews and automated checks, verify reported issues against the code, and make focused fixes. Repeat testing and review checks until actionable comments and unresolved threads are cleared and the request is ready to merge.
Delegate a coding task to a subagent that runs build, merges the ready pull request, and continues from the updated main branch into release, connecting implementation and release work in one automated sequence.
Check a local claude-mem worker, refresh viewer-specific caches of important observations, and exclude or restore records without deleting history. Inspect rules across shared, project, and agent layers, then append conflicts to a report.
Monitor a shipped release by checking published packages, live services, installed plugins, and late CI results or user reports. Verify regressions, prepare authorized fixes, and report release health with evidence and any remaining verification gaps.
Set up claude-mem for Grok Bot with a local worker and CMEM Pro service for recording observations. The skill also covers an optional host-login setup and remote cmem.ai connection, without requiring Cursor.