hns-lsel-applier
Local Self-Evolution Loop (LSEL) APPLY engine — the playback-only consumer of approved…
Guidance for a display-only skill-suggestion capability: how a caller should suggest a skill to the operator, how the emitted answer is read, and what must never happen (selection, auto-loading, judgment). The capability gate ships off; this skill carries mechanism and contract
$ npx -y skills add modu-ai/moai-adk --skill moai-jev-skill-suggestion --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/moai-jev-skill-suggestionContext preview
The summary Claude sees to decide when to auto-load this skill.
Guidance for a display-only skill-suggestion capability: how a caller should suggest a skill to the operator, how the emitted answer is read, and what must never happen (selection, auto-loading, judgment). The capability gate ships off; this skill carries mechanism and contract
name: moai-jev-skill-suggestion description: > Guidance for a display-only skill-suggestion capability: how a caller should suggest a skill to the operator, how the emitted answer is read, and what must never happen (selection, auto-loading, judgment). The capability gate ships off; this skill carries mechanism and contract ONLY — never the call path; where and how to reach the capability is the catalogue's concern. when_to_use: > Use when designing, reviewing, or wiring anything that suggests a skill to the operator from a model signal — consumer authors, reviewers of display-only contracts, or anyone diagnosing a suggestion that appeared to select, load, or decide on its own. user-invocable: true metadata: version: "1.0.0" category: "reference" status: "active"
The capability is gated behind `workflow.jev.enabled`, and the shipped default is off. Confirm the gate before anything else. With the gate off, a caller constructs no request, makes no network call, and proceeds with no signal: an absent signal is NO SIGNAL — the same as "we did not ask" — never a negative answer, and never a reason to change course.
Three readiness surfaces exist for the on state: the gate key itself, the credentials file referenced by convention (`~/.moai/.env.typesafe`, read by the credential loader — never inlined, never copied into settings), and the doctor readiness check (a TCP-only probe that reports gate, credential, and reachability in three lines without sending any judgment request). A caller that cannot confirm all three proceeds as if the gate were off.
The reachable surface itself lives in the product catalogue, not here. This skill owns mechanism and contract only; the catalogue owns where the call lives.
A suggestion is a signal a person reads: a labelled model answer that names a skill that might be worth loading and carries a confidence, and it does nothing else. Four things it is not:
suggestion never flips it.
because a suggestion was emitted.
queue mutation — anything hard to undo stays with people.
and the reading is the only consumer.
Two mechanisms were evaluated and rejected; recording them keeps them from returning quietly:
breaks the display-only chain: a skill that never appeared in context has no reading human, and a direct content injection is precisely the auto-load the contract forbids.
prompt. It commercializes a model call per prompt on an unmeasured behavior, fragments the template distribution, and rides an early-experiment surface that can shift without notice. Not adopted. Revisit only with measured evidence that a constant-answer baseline has been beaten — the measurement bar belongs to a separate track, not to this skill.
Every item below is guidance conditioned on a caller existing — it ships no behavior:
1. Log each decision, and announce once per session that suggestion logging is active — one visible line per session, not a chorus per call. 2. Filter non-task origins. A prompt typed by the operator is not a task event; only genuine task origins may produce a suggestion. 3. Filter invocation-disabled skills. A skill marked disable-model-invocation stays invisible to suggestions; the filter runs before the call, never after the answer. 4. Cache the roster and skill bodies per session; re-reading listings and bodies on every prompt is the waste a session cache exists to prevent. 5. Guard against duplicate injection: a skill already present in context is never suggested to appear again. Check what is loaded before showing a name. 6. Canonicalize names: a display name and a directory id are two spellings of one skill; map both through one canonical form before deduplicating, logging, or displaying.
The suggestion call is a judgment over a typed question, and typed questions carry their own rules — compute the question in code, always admit a no-match answer, keep the supplied state small, phrase both polarities. Those rules live in the question-design reference skill; this skill does not restate them. The measurement regime above the surface is likewise owned elsewhere: this skill records the contract, never baseline numbers.
This skill is not a capability. It ships no caller, registers no command, adds no hook, and changes no setting. It is not a verdict: suggestion answers never close cards, approve merges, or mutate queues. And it is not an availability promise: the gate ships off, and nothing in this skill makes a suggestion surface exist — the checklist above governs only if a caller is ever built elsewhere, and until then an absent suggestion is just NO SIGNAL.
Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control. Single Go binary, 16 languages, zero deps.
Repo: modu-ai/moai-adk
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