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Activate when the user wants to reduce token usage, manage context efficiently, or says "be frugal", "save tokens", "token usage", "frugal mode", "reduce context", "don't waste tokens", "context limit", or "token efficient". Reviews current behaviour and enforces minimal-token rules for the rest of the session. Always active via CLAUDE.md — this skill is a mid-session audit and reminder.

Scan the current codebase or a specified file/diff for production bugs, logic errors, and risky code before it ships. Use when the user says "review", "check my code", "is this safe to ship", or "any bugs in this?". Produces a prioritised bug list with exact file:line references and optional auto-fixes.

Parses error messages, traces execution flow through stack traces, correlates log entries to identify failure points, and applies systematic hypothesis-driven methodology to isolate and resolve bugs. Use when investigating errors, analyzing stack traces, finding root causes of unexpected behavior, troubleshooting crashes, or performing log analysis, error investigation, or root cause analysis.

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handles deployment automation, GitOps configuration, incident response runbooks, and internal developer platform tooling. Use when setting up CI/CD pipelines, containerizing applications, managing infrastructure as code, deploying to Kubernetes clusters, configurin

Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement multi-stage builds, audit container security, reduce image size, or follow container best practices. Covers build performance

Draft high-leverage technical/project articles that use a curiosity-gap title, SCQA introduction, story-first narrative, non-arrogant positioning, confidentiality-safe abstraction, and a reusable operating-system takeaway. Use when the user wants to turn a project, achievement, incident, or career story into a publishable long-form article or narrative draft.

Turn an article, video, repository, product, job post, service, or offer into a high-attention value unit: title/headline, thumbnail or visual concept, curiosity gap, proof, and sequential hook. Use when the user wants clickable titles, article thumbnails, project thumbnails, repo/social preview images, hooks, offer framing, or a generalizable value-communication critique.

What this skill does and when to use it. Claude uses this to decide when to load the skill automatically.

Briefs the current session by reading session state, handoff doc, and memory to determine the active phase, task, and context budget. Outputs a structured briefing and detects whether the phase should be skipped or reverted based on observable artifacts. Use at the start of every long-running agent session, or when user says "start session", "what are we working on", "resume", "pick up where we le

Generate MCPB (MCP Bundle) packages for MCP server projects. Creates manifest.json, bundle directory structure, validates against the MCPB spec, and wires in CI/CD workflows.

Trigger on "consult commercial", "SOW section", "mobilization", "duration and options", "assumptions access env people", "proposal to kickoff", "cadence escalation", "roles RACI consulting". Commercial wrapper: timeboxes, assumptions, path to kickoff. NOT acceptance matrix (use consult-acceptance), NOT exec polish (use consult-package).

Trigger on "what did I decide about X", "why did I pick X", "did I choose X over Y", "what was my call on X", "ADR for X", "is there a decision on X", "have I picked between X and Y". Use when the user wants to recall a settled past decision, not make a new one. NOT for fresh tradeoff analysis (route to Claude or timeln-find).