Content
88%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A strong, prescriptive body: executable discovery commands, a canonical copy-paste example, stable behavior contracts, and an explicit safety checklist with divergence-handling feedback loops. The only deductions are repeated registry-first warnings (conciseness) and a fully inlined layout where a small reference split could reduce the main file (progressive disclosure).
Suggestions
Consolidate the repeated 'discover from the registry, don't trust memory' guidance into one authoritative statement (Step 2) and let Step 1 and the References section point to it, trimming ~4 redundant sentences.
Move the Step 4 behavior-contract details (notifiers, auth-manager user-restriction specifics) and/or the Step 5 REST integration example into a one-level-deep reference file (e.g., references/advanced.md), keeping SKILL.md as the overview.
In Step 5, after the discovery commands, include one fully-concrete PATCH example with a real discovered path (e.g., a commented sample) so the pattern is copy-paste ready without placeholder substitution.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean and directive throughout — no re-education of concepts Claude knows, and sections carry non-obvious facts (deferrable operators, defaults-on-timeout behavior, auth-manager-dependent kwargs). Falls short of 5 because the 'fetch from the registry, don't trust memory' instruction is repeated ~4 times (Step 1 note, Step 2 intro, Step 6 checklist, References section), which is minor padding. Not 3: there is no unnecessary concept explanation or fluff section. | 4 / 5 |
Actionability | Fully executable: ready-to-run `af registry`/`jq` discovery commands, a copy-paste-ready DAG example covering the common approval case, and a working REST pattern with env-var auth. The `<path>` placeholders are explicitly justified by the live-discovery commands (`af api ls --filter hitl`), so the pseudocode penalty does not apply. Matches the 5 anchor. | 5 / 5 |
Workflow Clarity | Clear six-step sequence (pick capability → discover signatures → canonical example → behavior contracts → external responding → safety checks) with an explicit validation checklist (Step 6) and feedback-loop guidance for divergence ("If the registry shows a param that this skill does not mention, prefer the registry"). Not 4: validation checkpoints are explicit, not implicit. | 5 / 5 |
Progressive Disclosure | Well-organized single-file structure with clear section headers, clearly signaled cross-references to sibling skills (airflow, migrating-ai-sdk-to-common-ai, authoring-dags, testing-dags), and no buried or nested references — there are no bundle files, and none are referenced. Falls short of the 5 anchor because everything is inlined in one ~180-line file (e.g., Step 4 behavior contracts and Step 5 REST details could live in one-level-deep reference files). Not 3: structure and navigation are good, not merely present. | 4 / 5 |
Total | 18 / 20 Passed |