model-info-finder

name	model-info-finder
description	Top-level model diagnostics router. Use when a request spans model lookup, checkpoint inspection, CI/debug, or observability and you need to choose/compose the right lower-level model and observability skills.

Model Info Finder (Skill Tree Router)

This skill is the top node in a skill tree.

Foundation Skills (Base Layer)

• $model-catalogue-core: model id and checkpoint primitives.
• $obs-buildkite-jobs: Buildkite job log fetch + failure extraction.
• $obs-flyte-execution: Flyte execution status + step logs.
• $obs-datadog-logs: Datadog logs URL construction.

Composite Model Skills (Middle Layer)

• Use $model-lookup-basic for nickname/author discovery.
• Use $model-deep-summary for one-model metadata (commit/licenses).
• Use $model-checkpoint-inspector for checkpoint licenses/runs.
• Use $modelci-shadowgym-debug for ModelCI, Buildkite, Eval Studio, Shadow Gym troubleshooting.

Routing Examples

Use one composite skill when the request is narrow:

• "Find model by nickname" -> $model-lookup-basic
• "Show licenses/runs for checkpoint" -> $model-checkpoint-inspector

Compose skills when request crosses domains:

• "Model CI failed and I need job logs + Flyte status" -> $modelci-shadowgym-debug + $obs-flyte-execution
• "Give me Datadog link for this failing pod from CI run" -> $obs-buildkite-jobs + $obs-datadog-logs

Backward Compatibility

Legacy scripts remain in this folder, but prefer routed skills:

• lookup_by_nickname.sh
• lookup_by_author.sh
• deep_model_summary.sh
• checkpoint_licenses.sh
• checkpoint_runs.sh
• modelci_evalstudio_shadowgym.sh
• model_catalogue_api_helpers.sh

Prefer the focused skills for new work.