Conciseness

The body is lean: a one-sentence intro, terse Use/Avoid lists, copy-paste command blocks, and a Key Points list, with no explanation of Redis or basic filesystem concepts Claude already knows. It earns the level-3 'lean and efficient' anchor rather than level-2 because nothing obvious could be cut.

Actionability

Every flow gives complete, executable commands such as './afs ws mount my-project ~/my-project' and './afs fs grep --workspace my-project -E "timeout|retry"' with real flags, matching the level-3 copy-paste-ready anchor rather than pseudocode at level 2.

Workflow Clarity

Each Common Flow is sequenced with inline verification comments ('# verify the workspace exists', '# verify the mount is active', '# confirm the restore completed', '# verify the fork appears'), giving explicit checkpoints for checkpoint/fork/mount operations and matching the level-3 anchor.

Progressive Disclosure

SKILL.md is a concise overview with a clearly signaled, one-level-deep 'Further Reading' section listing agent guide, CLI reference, and MCP reference each with a one-line description, matching the level-3 well-organized-structure anchor; no nested or deep reference chains are present.

Specificity

Lists multiple concrete actions — 'Creates Redis-backed workspaces, checkpoints and restores agent state, mounts shared filesystems locally, searches workspace contents, and forks workspaces for parallel work' — matching the level-3 anchor of multiple specific actions rather than the level-2 single-domain phrasing.

Completeness

Explicitly answers both halves: an explicit 'Use when ...' trigger clause and a concrete 'what' list of capabilities, matching the level-3 anchor; it is not capped at 2 because the when-guidance is explicit rather than implied.

Trigger Term Quality

Natural user-facing triggers are well covered: 'persistent shared storage', 'saving or restoring workspace state', 'coordinating file access across multiple agents and machines' — phrases a user would plausibly say, not just internal jargon.

Distinctiveness Conflict Risk

The 'Redis-backed workspaces' niche with persistent shared storage triggers is a clear, narrow domain unlikely to fire for unrelated skills, matching the level-3 distinct-niche anchor.