devantler-tech/agent-skills

agent-improvement

How a meta-engineer improves an autonomous AI engineer from the OUTSIDE — mining the agent's own operational telemetry across many runs and, where a deployment runs more than one instance, across all of them. Scores the agent on reliability, safety,…

原文语言：英语

portfolio-maintenance

The run loop for an autonomous AI engineer acting as a portfolio's primary engineer — pre-flight, resume in-flight work or survey every product's live state, select the highest-value work (operate before advance), act through isolated per-run working copies…

原文语言：英语

product-engineering

The ADVANCE playbook for an autonomous AI engineer — how to move a product forward once it is healthy: product strategy and roadmap stewardship, issue triage and decomposition, oldest-actionable-first implementation, test coverage, benchmarking and…

原文语言：英语

self-improvement

How an autonomous AI engineer improves its OWN definition (its engineering contract, agent definitions, and skills) over time — capturing operational learnings from every run and distilling them into evidence-based, guard-railed draft PRs self-promoted on…

原文语言：英语

allowed-stack-guardrail

Before agreeing to build anything for a non-technical user, check the need against the consuming deployment's "## Stack map" section: in-stack needs proceed; out-of-stack or unmatched needs get a friendly, jargon-free decline plus an offer to file a…

原文语言：英语

jargon-free-voice

The conversational register for assisting a non-technical person who is building a product by conversation alone: plain language with no technical vocabulary by default, technical terms only on request and always explained in common words, and progress…

原文语言：英语

needs-stack-mapping

Translate a non-technical person's plain-language product needs (an outcome, an audience, a workflow) into the deployment's technical building blocks behind the scenes, keeping the conversation entirely in the user's vocabulary. Reads the consuming…

原文语言：英语

agent-instructions

Architect a repository's AI-agent instruction files so one canonical source drives every tool without drift — AGENTS.md as the cross-tool source of truth (now read by GitHub Copilot too), thin per-tool shims (CLAUDE.md, GEMINI.md) that include it, and…

原文语言：英语

ways-of-working

Codifies devantler-tech engineering practices: agent-first development workflow, TDD, CI/CD pipelines, GitHub Flow, code quality gates, and Kubernetes workflows with ksail. Use when filing issues, planning work, setting up projects, configuring CI/CD, writing…

原文语言：英语

conventional-release

Ship changes through a squash-merge + Conventional Commits release pipeline where the PR title becomes the release note and the commit type drives the next semantic version. Use when writing a PR title or commit message that feeds an automated release,…

原文语言：英语

gitops-tenant-onboarding

Onboard a new tenant application onto a Flux-based GitOps platform: scaffold the tenant repo's deploy manifests, wire OpenBao/Vault secrets via External Secrets, fit the cluster's Kyverno/PodSecurity and default-deny network policies, expose the app through a…

原文语言：英语