ping-mee-self-service-platform/.agents/skills/bmad-toolsmith/lenses/lens-trigger.md

Lens: trigger

Lane: the description as the whole trigger. The bar is the canon's trigger section: the model decides to load a skill from the description alone, so it must fire on the real requests and stay quiet on the neighbors. Start from description_chars, has_use_when and frontmatter_ok, then read the description.

• Over 1024 characters, or no Use when: high; the validator fails it too.
• Past the canon's two parts: a summary longer than one short sentence, a third sentence, or a Not for no collision called for. Medium; name what to cut.
• An agent whose Use when omits its name, or has no phrase for a capability that lives inside it: medium; name the capability.
• Nothing on what it does before the Use when, or first person ("I help you"): medium.
• No concrete anchors: no file types, tool names, artifact names or phrases a user types, only adjectives ("helps with planning"). High; it will hijack neighbors or never fire.
• A sibling skill shares its vocabulary and no trigger eval has tested the boundary: low; recommend one with near misses, and a Not for naming the sibling only if it fails.
• Procedure in the description: steps or flow the body should own. Medium; the model can skip the body and improvise.
• "When to use" text in the body: an overview saying when the skill applies, trigger phrases under a heading. Medium; the model never sees it when choosing.
• One noun covering a whole domain: high. A single phrasing where users say it several ways: medium. Several wordings of one situation stacked as separate clauses: low; collapse them. A tool's symptom where the user's problem is the trigger, in a skill not about that tool: low.
• {target}/evals/triggers.json absent, or without near misses (should_trigger: false cases sharing vocabulary): low; recommend writing it from the discovery, eight to ten each way.
• Doubt about any of the above: recommend a trigger eval through the bmad-eval skill, not a rewrite by opinion. When a description is revised from failures, change its contexts and anchors; never paste a failed query's words into it.

Not flagged: an agent's long Use when when each phrase belongs to an internal capability; a Not for naming a sibling that an eval or a known collision called for; a one-line description on a skill with model invocation disabled; the body for lacking trigger text, which is where it should not be.