Labsco
Labsco/Repos/wshobson/agents
REPO PACKAGE

wshobson agents

COMMUNITY
wshobson · publisher37,559 repository starsMIT · Freegithub.com/wshobson/agents
158skills
135ready to use

LABSCO SUMMARY

Our 40-skill alphabetical sample (accessibility-compliance through error-handling-patterns — the repository has 158 skills in total) already spans backend architecture (cqrs-implementation, architecture-patterns, dotnet-backend-patterns), infrastructure (airflow-dag-patterns, bazel-build-optimization, cost-optimization, deployment-pipeline-design), security research (anti-reversing-techniques, attack-tree-construction, binary-analysis-patterns), data and ML (dbt-transformation-patterns, data-quality-frameworks, embedding-strategies), and material with no engineering content at all: employment-contract-templates for HR paperwork, competitive-landscape and data-storytelling for business strategy, before-you-build for a founder's pre-launch risk review. Most need nothing beyond the skill file: 134 of the 158 are marked ready, 19 assume a local tool, 3 a stored account key, and 2 talk to an MCP server.

The repository packages skills into 88 separate plugins so that installing one — python-development, say — pulls in only that plugin's own agents, commands, and skills rather than all 158 at once; the README is explicit that this per-plugin isolation, not loading the whole marketplace into context, is the intended way to use the catalog. That design suits someone who already knows the narrow slice they want — a language, a framework, a security technique — and wants it as a drop-in skill, rather than someone browsing for one all-purpose skill set: the catalog's range is the whole premise, not a side effect.

READ THE FULL ANALYSIS

None of these numbers trace back to a company or a bounty program. wshobson/agents is community-run and MIT-licensed, maintained by one GitHub account; the README's own tally — 88 plugins, 194 agents, 158 skills, 106 commands, generated for six coding-agent harnesses from a single source — is not something we independently audited beyond the skill table itself.

Not grouped in our own data. The 158 skills carry no page_group, even though the repository's own docs (docs/plugins.md, docs/agent-skills.md) organize them into the 88 plugins named above — we have not mapped individual skills to plugins here.

Checked 19 September 2026 from a 40-skill alphabetical sample of the 158, the dependency histogram, and the full README; we did not open the individual plugin folders.

135Work with nothing else to set up.
37,559Stars on the GitHub repository, at last check.

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