# chainguard agent skills

Published articles for chainguard agent skills.

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## How Chainguard monitors a fleet of AI coding agents with Lens

DevFeed: [How Chainguard monitors a fleet of AI coding agents with Lens](<https://devfeed.tech/articles/you-can-t-trust-what-you-can-t-see-how-we-keep-an-eye-on-a-fleet-of-ai-agents-13343.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/you-cant-trust-what-you-cant-see-how-we-keep-an-eye-on-a-fleet-of-ai-agents>)

Published: 2026-07-02T00:00:00Z

Content type: opinion

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [agent observability](<https://devfeed.tech/topics/agent-observability.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [observability](<https://devfeed.tech/topics/observability.md>), [coding](<https://devfeed.tech/topics/coding.md>), [monorepo](<https://devfeed.tech/topics/monorepo.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [chainguard-agent-skills](<https://devfeed.tech/tags/chainguard-agent-skills.md>), [chainguard-ai-agents](<https://devfeed.tech/tags/chainguard-ai-agents.md>), [chainguard-engineering-blog](<https://devfeed.tech/tags/chainguard-engineering-blog.md>), [coding](<https://devfeed.tech/tags/coding.md>), [lens](<https://devfeed.tech/tags/lens.md>), [observability](<https://devfeed.tech/tags/observability.md>)

### AI overview

Chainguard describes Lens, a visibility layer for monitoring a fleet of AI agents that open pull requests in a large monorepo. It brings token use, model calls, evaluation results, and agent decisions into view so people can investigate costs, failures, and changes in agent behavior.

### Source excerpt

See how Chainguard uses Lens to monitor AI agents in real time with traces, evals, costs, and safeguards that make autonomous coding trustworthy.

## How Chainguard uses AI agents to enforce engineering standards across a monorepo

DevFeed: [How Chainguard uses AI agents to enforce engineering standards across a monorepo](<https://devfeed.tech/articles/this-shit-is-hard-how-ai-keeps-our-code-on-standard-13282.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/this-shit-is-hard-how-ai-keeps-our-code-on-standard>)

Published: 2026-06-24T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Bot](<https://devfeed.tech/topics/bot.md>), [chainguard](<https://devfeed.tech/topics/chainguard.md>), [Pull Request](<https://devfeed.tech/topics/pull-request.md>), [GitHub Actions](<https://devfeed.tech/topics/github-actions.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-agent-skills](<https://devfeed.tech/tags/chainguard-agent-skills.md>), [chainguard-agents](<https://devfeed.tech/tags/chainguard-agents.md>), [chainguard-ai](<https://devfeed.tech/tags/chainguard-ai.md>), [chainguard-containers](<https://devfeed.tech/tags/chainguard-containers.md>), [chainguard-engineering](<https://devfeed.tech/tags/chainguard-engineering.md>), [chainguard-libraries](<https://devfeed.tech/tags/chainguard-libraries.md>), [ci](<https://devfeed.tech/tags/ci.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [github](<https://devfeed.tech/tags/github.md>), [policy](<https://devfeed.tech/tags/policy.md>), [pull-request](<https://devfeed.tech/tags/pull-request.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

Chainguard describes a system of specialized AI agents built on DriftlessAF that continuously checks code against machine-readable engineering standards, fixes drift, and supports CI repair. Over eight weeks, it opened more than 4,700 standards-fix pull requests; 75% judged low-risk were auto-merged when AI judgment agreed with deterministic checks.

### Source excerpt

Chainguard uses AI-powered agents to continuously enforce engineering standards, remediate drift, and keep codebases aligned at scale.

## Chainguard Agent Skills is now open to everyone, with a private registry to manage your internal skills

DevFeed: [Chainguard Agent Skills is now open to everyone, with a private registry to manage your internal skills](<https://devfeed.tech/articles/chainguard-agent-skills-is-now-open-to-everyone-with-a-private-registry-to-manage-your-internal-skills-12922.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/chainguard-agent-skills-is-now-open-to-everyone-with-a-private-registry-to-manage-your-internal-skills>)

Published: 2026-06-17T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [Agent Skills](<https://devfeed.tech/topics/agent-skills.md>), [chainguard](<https://devfeed.tech/topics/chainguard.md>), [Security](<https://devfeed.tech/topics/security.md>), [audit trail](<https://devfeed.tech/topics/audit-trail.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [agent-skills](<https://devfeed.tech/tags/agent-skills.md>), [ai-agent-skills](<https://devfeed.tech/tags/ai-agent-skills.md>), [audit-trail](<https://devfeed.tech/tags/audit-trail.md>), [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-agent-skills](<https://devfeed.tech/tags/chainguard-agent-skills.md>), [chainguard-ai-agents](<https://devfeed.tech/tags/chainguard-ai-agents.md>), [chainguard-skills](<https://devfeed.tech/tags/chainguard-skills.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [hardening](<https://devfeed.tech/tags/hardening.md>), [private-registry](<https://devfeed.tech/tags/private-registry.md>), [registry](<https://devfeed.tech/tags/registry.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Chainguard Agent Skills is now available to all users with more than 1,000 hardened community skills, a private registry for internal skills, and a closed beta for hardening first-party skills. The service is intended to help organizations securely standardize, distribute, and manage AI agent skills.

### Source excerpt

Chainguard Agent Skills now offers 1,000+ hardened community skills, private registries, and beta hardening for first-party AI agent skills.

## Introducing Chainguard Agent Skills: Because your AI agent shouldn't trust strangers

DevFeed: [Introducing Chainguard Agent Skills: Because your AI agent shouldn't trust strangers](<https://devfeed.tech/articles/introducing-chainguard-agent-skills-because-your-ai-agent-shouldn-t-trust-strangers-13107.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/introducing-chainguard-agent-skills>)

Published: 2026-03-17T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [chainguard agent skills](<https://devfeed.tech/topics/chainguard-agent-skills.md>), [Agent Skills](<https://devfeed.tech/topics/agent-skills.md>), [supply-chain-security](<https://devfeed.tech/topics/supply-chain-security.md>), [chainguard](<https://devfeed.tech/topics/chainguard.md>), [Security](<https://devfeed.tech/topics/security.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Malware](<https://devfeed.tech/topics/malware.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-agent-skills](<https://devfeed.tech/tags/chainguard-agent-skills.md>), [chainguard-ai-tools](<https://devfeed.tech/tags/chainguard-ai-tools.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [claude](<https://devfeed.tech/tags/claude.md>), [common-vulnerabilities-and-exposures](<https://devfeed.tech/tags/common-vulnerabilities-and-exposures.md>), [hardened-ai-agent-skills](<https://devfeed.tech/tags/hardened-ai-agent-skills.md>), [hardening](<https://devfeed.tech/tags/hardening.md>), [malware](<https://devfeed.tech/tags/malware.md>), [security](<https://devfeed.tech/tags/security.md>), [supply-chain-security](<https://devfeed.tech/tags/supply-chain-security.md>)

### AI overview

Chainguard Agent Skills is introduced as a continuously maintained catalog of hardened AI agent skills. The catalog applies review, permission scoping, integrity verification, continuous hardening, and audit trails to reduce the supply-chain risks of third-party skills used with platforms such as Claude Code and OpenClaw.

### Source excerpt

Chainguard Agent Skills is a continuously maintained catalog of hardened AI agent skills.

## Everything we announced at Chainguard Assemble 2026

DevFeed: [Everything we announced at Chainguard Assemble 2026](<https://devfeed.tech/articles/everything-we-announced-at-chainguard-assemble-2026-13032.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/everything-we-announced-at-chainguard-assemble-2026>)

Published: 2026-03-17T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [chainguard](<https://devfeed.tech/topics/chainguard.md>), [Security](<https://devfeed.tech/topics/security.md>), [Cloud Native Ecosystem](<https://devfeed.tech/topics/cloud-native-ecosystem.md>), [Containers](<https://devfeed.tech/topics/containers.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Development](<https://devfeed.tech/topics/development.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [ai-coding](<https://devfeed.tech/topics/ai-coding.md>), [bazel](<https://devfeed.tech/topics/bazel.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Dockerfile](<https://devfeed.tech/topics/dockerfile.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent-skills](<https://devfeed.tech/tags/ai-agent-skills.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [bazel](<https://devfeed.tech/tags/bazel.md>), [built-from-source](<https://devfeed.tech/tags/built-from-source.md>), [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-actions](<https://devfeed.tech/tags/chainguard-actions.md>), [chainguard-agent-skills](<https://devfeed.tech/tags/chainguard-agent-skills.md>), [chainguard-assemble](<https://devfeed.tech/tags/chainguard-assemble.md>), [chainguard-catalog](<https://devfeed.tech/tags/chainguard-catalog.md>), [chainguard-catalog-starter](<https://devfeed.tech/tags/chainguard-catalog-starter.md>), [chainguard-commercial-builds](<https://devfeed.tech/tags/chainguard-commercial-builds.md>), [chainguard-containers](<https://devfeed.tech/tags/chainguard-containers.md>), [chainguard-os-packages](<https://devfeed.tech/tags/chainguard-os-packages.md>), [chainguard-repository](<https://devfeed.tech/tags/chainguard-repository.md>), [chainguard-the-guardener](<https://devfeed.tech/tags/chainguard-the-guardener.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [cve](<https://devfeed.tech/tags/cve.md>), [tooling](<https://devfeed.tech/tags/tooling.md>)

### AI overview

Chainguard Assemble 2026 presented Chainguard's response to faster AI-assisted software development and the resulting growth in open source software and security risks. Announcements included Chainguard OS Packages, Chainguard Catalog Starter, and expanded support for secure software development, CI/CD workflows, container images, and AI agent skills.

### Source excerpt

Catch up on all the announcements Chainguard made at Assemble 2026, featuring AI agent skills, CI/CD workflows, and more.