brief-intakeTurn raw mess — a Slack thread, meeting transcript, Jira ticket, half-written Notion page, email chain, or paragraph of free-form context — into a structured brief that the downstream skill (adr-generator, design-doc, runbook-generator, exec-summary, slide-outliner) can consume without further intak
capacity-cost-modelBuild a capacity and cost model for a service or feature — sized from a demand driver and its growth curve, not from instance types; unit economics (cost per request/tenant/GB); peak-vs-average and headroom as explicit decisions; cost at 1×/3×/10× with scaling cliffs named; and the forgotten line it
cloud-cost-reviewReview actual cloud spend from a cost export (AWS CUR or Data Exports, GCP billing export, Azure cost details) and produce a ranked savings report — idle and unattached resources, oversized instances backed by utilisation evidence, storage tiering, data transfer hot spots, commitment coverage and un
context-graphMap the decisions behind a codebase from its ADRs, RFCs and design records — each record's status and date, what supersedes or amends what, which records cite which, the files and folders each decision governs, and with git the commits that implemented it and the commits that changed each decision's
council-reviewConvene a council of distinct senior-engineer personas (Architect, Security, Operator/SRE, Pragmatist, User-Advocate, plus optional bench seats) to deliberate a decision, design, or code change — each takes an independent stance, the genuine disagreements are surfaced as named cruxes, and a Chair is
delivery-metrics-reportProduce a delivery metrics report for one service from deployment, incident and pull-request exports — the DORA metrics (deployment frequency, change lead time, change fail rate, failed deployment recovery time) plus flow metrics (WIP, cycle time p50/p85, throughput), computed by a script with per-w
doc-critiqueReview an existing document — ADR, design doc, runbook, exec summary, tech-comparison matrix, deck outline, decision log — and produce a structured critique against the same quality bars the skilldrop generators enforce. Categorizes findings by severity (blocker / major / minor / nit), points to the
incident-commsDraft audience-segmented updates during a live incident — customer status-page posts, internal stakeholder updates, and exec notifications — each leading with user-facing impact, never speculative cause or ETA, always naming the next-update time. Use when an incident is in progress and the user need
observability-planDesign an observability plan for a service — user-journey SLIs, SLOs with error budgets, symptom-based burn-rate alerting (page vs ticket, every page actionable and runbook-linked), and a deliberate metrics/logs/traces split with a cardinality and cost budget. Use when the user needs SLOs, alerting
output-hygieneReview agent-written text before it ships and strip the machine artifacts it carries — invisible Unicode, non-breaking spaces, homoglyphs, harness-added provenance trailers, trailing chat closers — then flag the prose tells a script cannot catch, each quoted with a rewrite. Use when the user wants t
postmortem-generatorWrite a blameless incident postmortem from the raw material (chat scrollback, alert history, timeline, notes) for the audience and length the user names — the cause stated as the change and the gap that let it through, never a person even when the notes name one; who or what noticed first and how la
runbook-generatorGenerate an operational runbook for a service — covering deploy/rollback, common incidents, on-call escalation, SLOs, dashboards, and dependencies. Use when the user is launching a new service, onboarding to on-call, or being asked for "the runbook" by SRE or production-readiness review.
ship-a-draftTake raw mess to a stakeholder-ready artifact by wrapping any skilldrop generator in the two passes either side of it — structured intake before, critique and machine-residue scrub after. Use when the user has notes, a transcript, or a ticket and wants a finished document rather than a first draft.
slo-specDefine service level objectives for a service from its critical user journeys — each SLI a good-events / valid-events ratio with both sides defined and measured where the user feels it, a target set from user need and history (checked against dependency SLOs), the error budget computed in minutes an