Analyzes cost structure, cost efficiency, and expense management from P&L data. Use when the user asks about costs, expenses, COGS, operating expenses, cost ratios, cost control, spending efficiency, margin compression from cost side, or wants to understand where money is going. Also use for "are we spending too…
Generates a concise executive-level financial briefing or summary suitable for a CEO, CFO, or board presentation. Use when the user asks for a summary, briefing, executive summary, board update, financial overview, financial health check, or "how is the business doing". Covers the full P&L picture in one page. Also…
Analyzes financial trends across multiple quarters by comparing P&L metrics over time. Use when the user wants to see trends, patterns, trajectories, or directional movement across 3 or more quarters. Also use for "how are we trending", "show me the trend", "track performance over time", "quarter over quarter…
Local preview of the strands-agents/devtools /strands review agent. Body is the upstream Task Reviewer SOP verbatim — do not paraphrase. Use when the user types /strands-review, asks for a "strands review" of a PR, or wants to anticipate what the remote /strands review GitHub Action will flag. Findings are close but…
Test changes to frontend/static assets served by a long-running server you cannot restart, by locating the actual on-disk serve path and overwriting bundles in place.
Turn a release changelog into a short, abstract, audience-appropriate announcement. Aggregates forensic changelog entries into user-observable themes, filters internal detail, tiers and ranks them, and routes highlights vs. detail to the right Slack surface.
Spec-writing for Spec-Driven Development (SDD) skill for writing requirement specifications before implementation. Use when starting a new feature, planning work, writing requirements, or designing a component. Trigger keywords: spec, specification, SDD, plan feature, write requirements, design feature, spec-driven…
End-to-end smoke test for the Compliance Proxy. Use when the user wants to verify that the running compliance-proxy correctly MITM-intercepts HTTPS provider traffic on :3128, applies the compliance pipeline, and writes matching trafficevent rows (source = 'compliance-proxy') plus Prometheus counters. Trigger keywords…
Implement code from an LLD spec using the current model. Reads the best LLD for a given problem, implements the code changes against the target repo, produces a unified diff, and captures detailed metrics (tokens, cache hits, wall-clock time, tool calls). Results go under…
Summarize a /swe benchmark run for a given repo/problem/model triple. Reports artifact completion status (github-issue.md, lld.md, review.md, testing.md), error signals captured during the run, and a token-and-themes summary derived from the matching session JSONL files under /.claude/projects/. Output is a single…
End-to-end Software Engineering skill that benchmarks how well a given LLM can take a problem from idea to a complete design package. Creates structured documentation under benchmarks/swe-benchmark-data/{repo-name}/{problem-name}/{model-name}/ with a GitHub issue spec, low-level design (LLD), expert review, and…
Harden ALB-backed services (LiteLLM, generic APIs) behind CloudFront + WAF. Creates CloudFront distribution with secret origin header, WAF Web ACL with path whitelist, and locks down ALB Security Group to CloudFront-only. Use when deploying any internet-facing ALB service that should not be directly accessible.