Conciseness

The body is efficient — terse command tables, a compact workflow graph, and pointers instead of inlined details — with only minor trims available: Common Mistakes rows 1 and 3 both restate 'read the README first', and the dot graph largely restates the flow already implied by the table. It is not 5 due to that redundancy, and not 3 because there is no unnecessary explanation of concepts Claude already knows.

Actionability

The Quick Reference table gives concrete commands with flags ('search --category --tags --limit --skip', 'download <id>', 'cat <id> <path>') plus the invocation path '.agentsociety/bin/ags.py', so guidance is mostly executable. It is not 5 because no complete copy-paste invocation example appears in the body itself (the full command form lives in references/listing-guide.md), and the exact subcommand composition and Python interpreter path must be assembled from .env/CLAUDE.md context.

Workflow Clarity

The workflow 'browse -> readme -> download -> inspect -> update' is a clear, correctly ordered sequence, with the README-first checkpoint emphasized in bold and update-checking covered both in the flow and the Common Mistakes table. It is not 5 because there are no explicit validation/feedback steps for failure cases (e.g. a failed or partially extracted download), though the operations are non-destructive so no cap applies.

Progressive Disclosure

The body is a lean overview, and both detailed topics are pushed to clearly signaled, one-level-deep references ('see references/listing-guide.md', 'see references/metadata-format.md') that exist in the bundle and match their described purposes. This matches the 'clear overview with well-signaled one-level-deep references' anchor; the scripts/use.py bundle file is appropriately kept out of the main file.

Specificity

The description lists three concrete actions — 'searched, inspected, or downloaded' — against a named domain (external datasets), matching the 'several specific actions; minor gaps' anchor. It is not 5 because coverage is incomplete ('inspected' is generic and sub-operations are unspecified), and not 3 because three concrete actions exceed the '1-2 concrete actions' anchor.

Completeness

An explicit 'Use when...' trigger clause is present, and the 'what' is conveyed through the embedded actions 'searched, inspected, or downloaded' — both elements exist but compressed into one sentence, matching 'both what and when; when could be more explicit'. It is not 5 because the what and when are not clearly separated with concrete trigger phrases, and not 2/3 because both are explicitly stated rather than missing or merely implied.

Trigger Term Quality

Natural user phrasing is present — 'external datasets', 'searched', 'downloaded', 'experiments or analysis' — giving good keyword coverage. It falls short of 5 because common variations users would say ('find data', 'browse datasets', 'data') are absent, and it exceeds 3 since multiple relevant keywords are included.

Distinctiveness Conflict Risk

'External datasets... for experiments or analysis' is somewhat specific but could still overlap with generic data-analysis or data-fetching skills, and it does not distinguish consuming existing datasets from the sibling create/upload skill or name the platform. It is not 4 because overlap risk with closely related data skills is more than minor; not 2 because the dataset-consumption framing is reasonably scoped.