Conciseness

The body is lean with zero padding: no concept explanations, no library background, and every step is a dense directive such as "Run `contracts/builder-interview-research-gate.md` before generation" and "Make self-evolution proposal-first". It fully assumes Claude's competence and every token carries instruction, matching the 'lean and efficient' anchor; there is no verbosity to trim, so it does not fall to 4.

Actionability

There is concrete guidance — exact file names (`docs/builder-interview.md`, `.agentlas/memory-map.json`, `.agentlas/capability-eval-plan.json`), a numbered procedure, and named deliverables — but key details are missing: no commands, no templates, and the invoked `contracts/builder-interview-research-gate.md` (with its 8-12 question interview) has no content anywhere in the bundle. This matches 'some concrete guidance but incomplete; missing key details' rather than the mostly-executable anchor 4.

Workflow Clarity

The Procedure is a clear numbered sequence (interview gate, memory architecture, refresh loop, docs, approval gate, global commands) and an approval checkpoint exists ("wait for human approval"), but validation remains implicit: "verification" appears only as a bare output name with no steps, and the 'File revision approval' section mixes process constraints (Curator verdicts, legacy chips, revision-v1/evolution-v2 host capabilities) that are never defined or sequenced. Checkpoints are named but unspecified, matching anchor 3 rather than 4.

Progressive Disclosure

Sections (Procedure, Output, File revision approval) provide reasonable structure, but the body references paths — `contracts/builder-interview-research-gate.md`, `docs/*`, `.agentlas/*` — and the bundle contains no references/, scripts/, or assets/ directories, so the central interview-research gate contract is a dangling reference with no home. This lands at 'some structure but could be better organized; references present but not clearly signaled' rather than the well-signaled anchor 4.

Specificity

Names the domain ("generating a single installable agent") and lists several concrete capabilities: "keep learning, track sources, refresh research, propose repairs, or improve itself over time". It falls short of a 5 because the actions are capability-level rather than the concrete operations the skill actually performs (interview gate, memory architecture, docs, approval gates), which leaves minor coverage gaps.

Completeness

The 'when' is explicit and specific ("Use when generating a single installable agent that should keep learning...") and a 'what' is present (generating that agent package), but the what is folded into the trigger clause rather than stated independently. It is above anchor 3 because both elements are present; it is not a 5 because the what-it-does is compressed and less explicit than the when.

Trigger Term Quality

Contains natural phrases a user would plausibly say: "single installable agent", "keep learning", "track sources", "improve itself", "multi-agent team". Not a 5 because common synonyms like "self-improving", "autonomous agent", or "single-agent package" are missing, leaving a few natural terms uncovered.

Distinctiveness Conflict Risk

It carves out a clear niche — a single self-evolving agent — and explicitly demarcates the boundary with "without becoming a multi-agent team", minimizing conflict with general agent-generation or multi-agent orchestration skills. Triggers (self-improvement, research refresh, repair proposals) are distinct enough that mis-triggering risk is minimal.