arcasilesgroup/ai-engineering

arcasilesgroup/ai-engineering · AGENTS.md

arcasilesgroup/ai-engineering · skills/ai-agents-md/SKILL.md · Creates, audits and maintains the AGENTS.md a repository owes its coding agents, following the agents.md convention…

arcasilesgroup/ai-engineering · skills/ai-architect/SKILL.md · Research and advise on the best way to approach a software project, including architecture, tech stack, implementation…

arcasilesgroup/ai-engineering · skills/ai-audit-code/SKILL.md · Forces the laziest solution that actually works, simplest, shortest, most minimal. Channels a senior dev who has seen…

arcasilesgroup/ai-engineering · skills/ai-audit-design/SKILL.md · Use when a web interface needs its visual defects found and fixed with measurements rather than opinions — misaligned…

arcasilesgroup/ai-engineering · skills/ai-audit-docs/SKILL.md · Audits documentation files against actual repo state. Detects dead references (links to nonexistent files/URLs), false…

arcasilesgroup/ai-engineering · skills/ai-brainstorm/SKILL.md · Use when the user brings a fuzzy idea that must be pinned down before research or planning — "handshake", "get on the…

arcasilesgroup/ai-engineering · skills/ai-code-review/SKILL.md · Comprehensive code review skill. Two modes: diff review for over-engineering findings (ranked, compact), and debt…

arcasilesgroup/ai-engineering · skills/ai-codegraph/SKILL.md · Semantic code intelligence via MCP: call chains, blast radius, cross-file symbol relationships. Uses CodeGraph…

arcasilesgroup/ai-engineering · skills/ai-debug/SKILL.md · Finds the root cause of broken behaviour and names it at file:line, then writes the check that fails for that reason…

arcasilesgroup/ai-engineering · skills/ai-design/SKILL.md · Entry point for the ai-engineering design skills. Works out what a design or frontend request actually needs, elects…

arcasilesgroup/ai-engineering · skills/ai-explore/SKILL.md · Answers questions about this repository by reading it, anchored to file:line, and tours an unfamiliar area for somebody…

arcasilesgroup/ai-engineering · skills/ai-goal/SKILL.md · Use when the user wants to build in an autonomous loop — "loop this feature", "run these overnight", "write the goal…

arcasilesgroup/ai-engineering · skills/ai-goal/feature-batch/SKILL.md · Batches features and runs them. Tell it which features to batch and it writes features/QUEUE.md; pass it to /goal and…

arcasilesgroup/ai-engineering · skills/ai-goal/goal-writer/SKILL.md · Writes the /goal condition that loops one feature. Sets the feature up first by running new-feature if it doesn't have…

arcasilesgroup/ai-engineering · skills/ai-goal/new-feature/SKILL.md · Sets a feature up end to end — makes the feature folder, asks whether to interview first, gets the mock built and…

arcasilesgroup/ai-engineering · skills/ai-issue-report/SKILL.md · Reports a reproducible fault to a team or an upstream project — for ai-engineering itself or for any service the client…

arcasilesgroup/ai-engineering · skills/ai-note/SKILL.md · Saves a finding that took real time to reach — a non-obvious behaviour, an integration trap, a workaround and the…

arcasilesgroup/ai-engineering · skills/ai-plan/SKILL.md · Work out what you're actually building by answering one question at a time, and turn every answer into a check — so you…

arcasilesgroup/ai-engineering · skills/ai-pr-loop-fix/SKILL.md · Post-implementation CI verification loop: pushes the current branch, polls CI via gh, diagnoses failures, applies…

arcasilesgroup/ai-engineering · skills/ai-proof/SKILL.md · Anti-laziness execution discipline for substantial tasks. Use when work keeps coming back half done, when an agent…

arcasilesgroup/ai-engineering · skills/ai-read-docs/SKILL.md · Use when the work depends on versioned or external behaviour — adding a package, writing setup or config, integrating…

arcasilesgroup/ai-engineering · skills/ai-research/SKILL.md · Finds evidence from outside this repository and reports it with numbered citations, or marks a claim [unsourced] and…

arcasilesgroup/ai-engineering · skills/ai-security/SKILL.md · Six-phase security audit of a codebase — web apps, APIs, services, CLI tools, libraries, and daemons — with adversarial…

arcasilesgroup/ai-engineering · skills/ai-stress-test/SKILL.md · Test system behavior under extreme load to find breaking points, capacity limits, and failure modes. Covers stress…

arcasilesgroup/ai-engineering · skills/ai-verify/SKILL.md · Use when work has to be verified — "verify the feature", "did we build what was asked", "review this diff", "is it…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/1-standalone/spec-extract/SKILL.md · Turn an unwritten agreement into a checkable spec — pull the requirements out of this conversation, a ticket, a pasted…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/1-standalone/verify-feature/SKILL.md · Verify that a feature as built actually matches what was asked for — catching requirements that were quietly dropped…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/2-embedded/feature-verify/SKILL.md · Cross-verify a just-finished feature with throwaway browser tests driven by chrome-headless-shell — proves the feature…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/2-embedded/second-opinion/SKILL.md · Get an independent review of code you just wrote by spawning a fresh reviewer instance — a separate one-shot agent…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/3-chain/a11y-audit/SKILL.md · Audit the UI for accessibility defects against WCAG 2.2 AA — semantic structure, keyboard operability, focus…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/3-chain/build-check/SKILL.md · Run the project's objective quality gates — typecheck, lint, tests, and a production build, whatever this project…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/3-chain/code-audit/SKILL.md · Review code for correctness bugs, concurrency and lifecycle errors, type-safety holes, error handling gaps…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/3-chain/design-check/SKILL.md · Verify the implementation actually matches design.md — builds a requirement-by-requirement traceability table showing…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/3-chain/full-review/SKILL.md · Run every review skill at once — build-check, then design-check, code-audit, security-audit, a11y-audit and perf-audit…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/3-chain/perf-audit/SKILL.md · Audit performance — payload and bundle size, data-access patterns and waterfalls, caching, assets, and compute cost —…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/3-chain/review-router/SKILL.md · Decide which review lanes a change actually needs, then run exactly those — instead of spawning the whole chain at…

arcasilesgroup/ai-engineering · skills/ai-verify/tiers/3-chain/security-audit/SKILL.md · Audit the codebase for exploitable security issues — traces attacker-controlled input to dangerous sinks across HTTP…

arcasilesgroup/ai-engineering · skills/ai-visual-recap/SKILL.md · Turn a PR, branch, commit, or git diff into an interactive visual recap with diagrams, file maps, API/schema summaries…

arcasilesgroup/ai-engineering · skills/ai-write/SKILL.md · Writes technical documentation for this repository: a README, a wiki page, product documentation, API docs or a…

arcasilesgroup/ai-engineering · skills/ai-writing-behavior/SKILL.md · Authors and revises Agent Behavior BEHAVIOR.md specs that capture recurring, judgeable agent conduct. Use when…