Audit documentation quality with weighted scoring across 12 dimensions (Diataxis coverage, completeness, freshness, readability, examples, accessibility, CI testing). Detects doc anti-patterns (Wall of Text, The Lie, Jargon Soup). Use when reviewing doc quality, auditing documentation, checking for stale docs, or…
Detect silent semantic drift between intended behavior (CONTRACTS.md) and actual implementation. Scans code against functional contracts, invariants, and known drift history to catch behavioral changes that compile and run but violate the original intention. Use when reviewing code changes, before commits, auditing…
Audit the ordering and layering of install/config/build steps using the Tower of Hanoi model: stable-and-expensive at the bottom, volatile-and-cheap on top, no step before its prerequisite, minimal redone work per change, and no responsibility displaced to a higher layer. Applies to Dockerfiles (layer cache, image…
Verify documentation-code coherence: detect stale references, broken links, terminology drift, outdated diagrams, and non-working examples. Use when the user wants to check if docs match reality, detect doc drift, verify README accuracy, find stale documentation, or says 'is my doc up to date', 'check coherence'…
Audit test plan quality and maturity. Scores coverage, techniques, pyramid balance, negative testing, NFR, automation, CI integration. Use when reviewing a test plan, test strategy, test suite structure, or saying 'audit tests', 'test quality', 'test plan review', 'test maturity', 'are my tests good enough', 'test…
Reveal hidden semantic, mathematical, dataflow, resource-flow, and operational structure in code. Produces optimization candidates with explicit invariants, risks, validation methods, and handoffs. Use when analyzing a function, hot path, AI inference pipeline, compiler/runtime bottleneck, DevSecOps pipeline, LLM…
Continuous improvement cycle — orchestrates all cli- skills on the current project, synthesizes results, and proposes prioritized improvements. Use when the user wants a full project review, a health check, a weekly cycle, or says 'audit everything', 'review the project', 'health check', 'what should I improve', 'run…
Router for architecture design. Detects whether the user needs an HLD or LLD and delegates to the appropriate skill. Use when the user says 'design doc', 'architecture', or is ambiguous about HLD vs LLD. For explicit HLD requests, use cli-forge-hld directly. For explicit LLD requests, use cli-forge-lld directly.
Generate a multi-agent orchestrator for any project using the Brigade de Cuisine pattern: Chef (plans, decides), Sous-Chef (validates, merges), Commis (execute). Clients order via a Menu (PERT), the kitchen delivers Plats (merged features). Creates tmuxinator config, prompts, shared-state memory, quality gates, and…
Design, audit, and simplify user choice flows: checkout, purchase, ordering, pricing selection, signup, onboarding, settings, configuration wizards, plan pickers, product configurators, forms, and any interface where users must decide, configure, buy, subscribe, or complete a guided task. Use when the user says UX…
Design and implement safe PostgreSQL database changes for Rust/SQLx applications. Use for new schemas, migrations, constraints, indexes, repositories, transaction boundaries, state machines, idempotency, concurrency control, queues, multi-tenancy, soft deletion, ledgers, outbox/inbox, repair jobs, or corrections…
Generate a reproducible live-demo kit for any project: a staged demo script (DEMO.md), deterministic seed and idempotent reset wired into the project's own task runner (make / just / task / npm / ansible / flux / chainsaw — never an imposed .sh), a pre-flight checklist, and a backup recording. Picks the best delivery…
Generate and audit comprehensive project documentation from a Git repository. Produces standard documentation (CONTRIBUTING.md, architecture, troubleshooting) in Diataxis structure with zero AI markers by default. Use this skill whenever someone asks to document a project, generate docs, create a README, write API…
Audit and fix GitHub repository health: rulesets vs CI alignment, branch hygiene, PR lifecycle, release automation flow, permission issues, and transient CI failures. Detects misconfigurations that cause PRs to hang, CI to fail silently, branches to accumulate, and releases to stall. Use when the user says 'PR stuck'…
Generate a Low-Level Design (LLD) document for a software component or service. Use when the user mentions 'LLD', 'low-level design', 'detailed design', 'class diagram', 'sequence diagram', 'API spec', 'database schema', 'component design', 'module design', 'STRIDE', 'threat model', or asks for detailed technical…
Agentic migration architect for transforming Ansible, bare-metal, VM, shell-scripted, or systemd-root deployed middleware into an operable OCI rootless product using any OCI-compliant runtime (Podman, Docker rootless, nerdctl, or equivalent), systemd --user, declarative units (Quadlet, compose), explicit host…