Follow Up Draft
Draft concise Slack or email follow-ups from context, notes, actions, or open asks.
Reduce To Facts
Use for dense or messy workplace source material - Slack threads, email chains, memos, transcripts, policy docs, vendor writeups, research notes, strategy notes, or customer escalations - before replying, deciding, escalating, or acting when context is long, ambiguous, stakeholder-sensitive, high-stakes, contradictory, or easy to misread. Use source-expanded mode only when the user explicitly ask…
Brief Me
Catch the user up from messy workplace context and surface what needs attention.
Meeting To Actions
Turn meeting notes or transcripts into decisions, action items, owners, dates, blockers, and follow-ups.
Thin Plan
Convert a mini-spec into 3-7 vertical implementation slices.
Test Mini
Add focused deterministic tests, fixtures, or smoke checks.
Lean Mode
Compress routine agent responses to reduce token usage while preserving commands, file paths, assumptions, risks, verification details, and next actions.
Clear Ask
Turn vague workplace context into a crisp ask with clear ownership and timing.
Constitution Lite
Create a small set of project rules before repeated agent work.
Verify Contract
Record clear evidence that a task works, including commands, results, and remaining risks.
Ceremony Budget
Choose the smallest workflow that still buys back enough attention and safety for the task.
Ship Mini
Run a lightweight GO or NO-GO gate before use, especially for autonomous or scheduled workflows.
Handoff
Compress project context into HANDOFF.md with workflow state, active modes, next gate, verification, current hypothesis, and resume packet for the next agent session.
Mini Spec
Create a compact SPEC.md that prevents premature agreement by defining intent, non-goals, likely failure modes, and verification evidence.
Grill With Docs Lite
Run a short boundary-grilling pass for small AI-engineering tasks, clarifying intent, non-goals, terms, constraints, and readiness before mini-spec.
Context Check
Detect context drift, rehydration loops, hypothesis sprawl, scope creep, active-mode loss, and durable-state gaps. Recommend the smallest corrective action.
Analyze Mini
Check consistency across `CONTEXT.md`, `SPEC.md`, `PLAN.md`, `TODO.md`, and scope-freeze notes.
Decision Brief
Create a lightweight decision snapshot from messy workplace context and supporting evidence.
Status Update
Create concise status updates for teams, managers, executives, customers, or partners.
Build One
Implement exactly one planned slice after scope is frozen.
Checklist Mini
Validate a mini-spec before planning.
Scope Freeze
Explicitly limit blast radius before any implementation or file changes.
Diagnose Loop
Debug failures systematically.
Bug Capture
Preserve discovered bugs as BUGS.md entries.