<workflowRun _class='org.jenkinsci.plugins.workflow.job.WorkflowRun'><action _class='hudson.model.CauseAction'><cause _class='hudson.model.Cause$UserIdCause'><shortDescription>Started by user Gunther Huebler</shortDescription><userId>huebler</userId><userName>Gunther Huebler</userName></cause></action><action _class='org.jenkinsci.plugins.workflow.libs.LibrariesAction'></action><action></action><action></action><action _class='hudson.plugins.git.util.BuildData'><buildsByBranchName><refsremotesoriginmaster _class='hudson.plugins.git.util.Build'><buildNumber>4</buildNumber><marked><SHA1>d1c3f80378f8621f388662593c7e5a47f1847b35</SHA1><branch><SHA1>d1c3f80378f8621f388662593c7e5a47f1847b35</SHA1><name>refs/remotes/origin/master</name></branch></marked><revision><SHA1>d1c3f80378f8621f388662593c7e5a47f1847b35</SHA1><branch><SHA1>d1c3f80378f8621f388662593c7e5a47f1847b35</SHA1><name>refs/remotes/origin/master</name></branch></revision></refsremotesoriginmaster></buildsByBranchName><lastBuiltRevision><SHA1>d1c3f80378f8621f388662593c7e5a47f1847b35</SHA1><branch><SHA1>d1c3f80378f8621f388662593c7e5a47f1847b35</SHA1><name>refs/remotes/origin/master</name></branch></lastBuiltRevision><remoteUrl>https://github.com/larson-group/clubb.git</remoteUrl><scmName></scmName></action><action></action><action _class='org.jenkinsci.plugins.workflow.cps.EnvActionImpl'></action><action></action><action></action><action></action><action></action><action></action><action _class='org.jenkinsci.plugins.displayurlapi.actions.RunDisplayAction'></action><action _class='org.jenkinsci.plugins.pipeline.modeldefinition.actions.RestartDeclarativePipelineAction'></action><action></action><action _class='org.jenkinsci.plugins.workflow.job.views.FlowGraphAction'></action><action></action><action></action><building>false</building><displayName>#4</displayName><duration>2858526</duration><estimatedDuration>4212233</estimatedDuration><fullDisplayName>clubb_plots #4</fullDisplayName><id>4</id><keepLog>false</keepLog><number>4</number><queueId>9725</queueId><result>SUCCESS</result><timestamp>1791139325913</timestamp><url>https://carson.math.uwm.edu/jenkins/job/clubb_plots/4/</url><changeSet _class='hudson.plugins.git.GitChangeSetList'><item _class='hudson.plugins.git.GitChangeSet'><affectedPath>clubb_jax/AGENTS.md</affectedPath><affectedPath>LLM_prompts/script_cli_conventions.md</affectedPath><affectedPath>LLM_prompts/update_python_api_and_drivers.md</affectedPath><affectedPath>LLM_prompts/jenkins_workflow.md</affectedPath><affectedPath>LLM_prompts/dash_app_workflow.md</affectedPath><affectedPath>LLM_prompts/port_underlying_fortran_to_other_languages.md</affectedPath><affectedPath>.agents/skills/clubb-jax-port/SKILL.md</affectedPath><affectedPath>LLM_prompts/numerical_regression_workflow.md</affectedPath><affectedPath>LLM_prompts/README.md</affectedPath><affectedPath>AGENTS.md</affectedPath><affectedPath>.agents/skills/clubb-script-cli/SKILL.md</affectedPath><affectedPath>LLM_prompts/SHORTCUTS.md</affectedPath><affectedPath>LLM_prompts/fortran_column_refactor.md</affectedPath><affectedPath>LLM_prompts/update_host_models_after_clubb_changes.md</affectedPath><affectedPath>LLM_prompts/jax_porting_workflow.md</affectedPath><commitId>d1c3f80378f8621f388662593c7e5a47f1847b35</commitId><timestamp>1791138711000</timestamp><author><absoluteUrl>https://carson.math.uwm.edu/jenkins/user/noreply</absoluteUrl><fullName>noreply</fullName></author><authorEmail>noreply@github.com</authorEmail><comment>Improve agent workflow discovery and completion evidence (#1375)

This is just a rework of out LLM shortcuts. I had chatgpt go through a bunch of sessions and investigate my inefficiencies in my workflow (like how often I have to ask for corrections for things that were already instructions in these shortcuts), and had it rework our shortcuts.

The things done seem to make sense - they're a little shorter and more concise, broken up a bit better, include some extra things. Hard to say if any of it's effective though - hopefully I'll notice an improvement with things
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