Install and verify agent-skill-groups

Use this path when you found the project through GitHub skill-group or GitHub agent-skill-group search and want to verify it before touching real skills.

agent-skill-groups is a scenario-profile manager for local SKILL.md Agent Skills libraries used with OpenAI Codex, Claude Code, OpenCode, and generic runtimes.

Install From The Verified Release Wheel

python -m pip install https://github.com/go165/agent-skill-groups/releases/download/v0.3.52/agent_skill_groups-0.3.52-py3-none-any.whl
agent-skill-groups version --json

Verify Without Touching Real Skill Roots

The self-test creates a temporary demo repository under the system temp folder and validates the installed command path, demo workflow, group validation, status output, skill-listing budget audit, group-catalog optimization decision, composite skill registration, task-to-group routing, and managed memory snippet. The generated temp files are removed after a successful default run. Use --keep-artifacts or --base-dir <path> only when you want to keep or inspect the generated files. In JSON output, budgetClean, optimizeClean, composeRegistered, composeBudgetClean, routeSelectsScenario, and routeUsesCompositeWhenRegistered prove that the budget, optimizer, composite, and route paths work before touching real skill roots.

agent-skill-groups self-test --json

On a Codex workstation with app-server skill metadata, add the live direct loader probe. It still uses the temporary demo roots.

agent-skill-groups self-test --include-codex-live --json

The live JSON includes codexLive.activateDirect.contextMode, codexLive.activateDirect.sessionTextReturned, codexLive.activateComposite.matchedSkills, codexLive.clear.extraRootsCleared, and codexLive.currentConversation.canRewriteAlreadyInjectedNativeSkillsList. The final field is expected to be false: Codex can refresh skills/extraRoots live, but a user-space tool cannot rewrite a native skills block already sent to the model. The live check uses native-only mode so Codex can lazy-load full SKILL.md files through native progressive disclosure.

Install From Source Instead

python -m pip install --force-reinstall git+https://github.com/go165/agent-skill-groups.git
agent-skill-groups self-test --json

Check Discovery Signals

After installation, you can reproduce the current GitHub search and Pages availability checks from any OS:

agent-skill-groups discovery --json
agent-skill-groups discovery --json --canonical-required-rank 10
agent-skill-groups visibility-status --engine google --engine bing --json

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