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Implement a piece of work based on a spec or set of tickets.
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Based on SOC occupation classification
Use when writing or modifying any Ruby code in cobalt repos. Enforces structured logging via SemanticLogger + Datadog so logs are queryable, dashboardable, and debuggable. Triggers on new interactors, jobs, services, controllers, error handling, and any business logic that should be observable.
Create, edit, and review Datadog dashboard JSON so every widget actually renders the data the user wants — not merely valid JSON. Enforces three gates: (1) valid JSON structure, (2) every query verified against LIVE data, (3) each section verified to answer its intended question. Use when building a Datadog dashboard, reviewing or importing/exporting dashboard JSON, writing dashboard queries (query_value, timeseries, toplist, query_table, list_stream), adding rates or denominators, or debugging why a tile shows "No data", a blank cell, or a wrong number. Triggers include "datadog dashboard", "dashboard JSON", "review this dashboard", "build/create a dashboard", "widget shows no data", "why is this tile empty", "does this query return data".
Deep strategic analysis of meetings from Krisp transcripts. Acts as a second brain — surfaces insights, subtext, commitments, risks, and recommendations the user might miss. Use when: user asks to debrief a meeting, analyze a call, review a conversation, pull insights from a meeting, wants meeting notes or analysis, says 'debrief', 'second brain', 'what did I miss', 'meeting insights', or references a recent call they want analyzed. Works with any meeting type: 1:1s, group syncs, strategy sessions, standups, skip-levels.
Generate a concise team status report for an engineering manager before calls or check-ins. Covers progress, blockers, risks, individual workloads, PRs in flight, meeting context, and project health assessments. Default scope is the Delivery Domain (DL) team over the last 1.2 weeks. Use when the user says "team pulse", "team status", "what's my team working on", "prep me for standup", "what happened this week", "sprint update", "team report", "how is [project] going", "how is [person] doing", "prep me for 1:1", or any request for a team/project/person activity summary.
Use when encountering any bug, test failure, performance regression, or unexpected behavior, before proposing fixes
A relentless interview to sharpen a plan or design.
| name | implement |
| description | Implement a piece of work based on a spec or set of tickets. |
Implement the work described by the user in the spec or tickets.
Use /tdd where possible, at pre-agreed seams.
Run typechecking regularly, single test files regularly, and the full test suite once at the end.
Once done, use /code-review to review the work.
Commit your work to the current branch.
