Content
80%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is a high-quality, action-dense reference that adds genuinely non-obvious Lakebase knowledge. It loses points only on workflow feedback loops and on progressive disclosure, where the advertised task files are absent from the bundle.
Suggestions
Add the referenced bundle files (connections.md, operations.md, reverse-etl.md) or remove the dangling references so the disclosure structure is real.
For long-running and destructive operations (branch delete, compute scale changes), add an explicit validate→fix→retry checkpoint sequence to lift workflow_clarity.
Move the dense inline reference material (resource model, non-obvious facts, limitations) into the task files so SKILL.md stays a lean overview pointing one level deep.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Dense and lean throughout — tables, terse lists, and code blocks carry domain-specific non-obvious facts (e.g. "max_lifetime=2700", "0.5–32 CU with max - min <= 16") with no padding or explanation of concepts Claude already knows. | 3 / 3 |
Actionability | Provides executable guidance: exact credential-minting code (cred.token as password), a concrete connection recipe (psycopg_pool, OAuthConnection, max_lifetime=2700), pip install with pinned versions, and canonical resource paths — copy-paste ready. | 3 / 3 |
Workflow Clarity | The lead connection pattern is a clean 1-2-3 sequence and LRO `.wait()` is flagged, but database/long-running operations lack explicit validate→fix→retry feedback loops; per the rubric, missing feedback loops for database operations caps this at 2. | 2 / 3 |
Progressive Disclosure | Sections are well-organized and references are signaled ("See connections.md", task-files list), but the referenced files (connections.md, operations.md, reverse-etl.md) do not exist in the bundle, and substantial reference material is inline rather than split into those files. | 2 / 3 |
Total | 10 / 12 Passed |