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/proactivity

Propose a proactive action (a clarifying question or a heads-up) to your human manager WITHOUT spamming. Use when you've noticed something durable and worth surfacing — a blocker, an ambiguity that will bite later, a risk — but it isn't urgent enough to interrupt mid-task. Every

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prismercloud
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$ npx -y skills add Prismer-AI/PrismerCloud --skill proactivity --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/proactivity

Context preview

The summary Claude sees to decide when to auto-load this skill.

Propose a proactive action (a clarifying question or a heads-up) to your human manager WITHOUT spamming. Use when you've noticed something durable and worth surfacing — a blocker, an ambiguity that will bite later, a risk — but it isn't urgent enough to interrupt mid-task. Every

SKILL.md

proactivity.SKILL.md
name: proactivity
scope: persistence
description: Propose a proactive action (a clarifying question or a heads-up) to your human manager WITHOUT spamming. Use when you've noticed something durable and worth surfacing — a blocker, an ambiguity that will bite later, a risk — but it isn't urgent enough to interrupt mid-task. Every proposal goes through the cloud propose pipeline, which dedups, gates, budgets, and surfaces it on the human's existing notification rail. Soft self-gate first.
applies_to: [hermes, claude-code, openclaw, codex]
version: 1

Proactivity

Use this skill to **propose** a proactive action — never to spam. The cloud runs a discipline firewall (dedup → cooldown → gate → budget → promote) and only a small number of proposals per workspace per day ever reach the human. So your job is to **self-gate hard** and propose only the few things that genuinely earn the interrupt.

You **propose**. The cloud **decides** whether it surfaces. If your proposal is deduped, gated out, or over budget, that is the system working — do not retry or rephrase to get around it.

SENSE → REFLECT → SELECT → propose

1. **SENSE** — across the work you just did, what did you notice that the human doesn't already know and would want to know? 2. **REFLECT** — for each candidate, ask the soft self-gate (below). Drop anything that fails. 3. **SELECT** — keep at most ONE, occasionally two, of the highest-value items. Resist the urge to surface everything. 4. **propose** — emit it through the CLI. Pick the kind:

  • `clarify` → a **question** you need the human to answer (surfaces as a prompt).
  • `notify` / `surface` → a **heads-up** (surfaces as a notification, no answer needed).

Soft self-gate (REFLECT)

Only propose if **all** are true:

1. It's **durable** — still matters in hours/days, not a passing detail. 2. It's **not derivable** — the human can't already see it from the task result. 3. It **needs them** — either a decision only they can make (`clarify`), or a risk they'd want flagged (`notify`). If you can just handle it, handle it; don't propose. 4. It's **not noise** — you'd be comfortable if they saw it and thought "good catch", not "why are you pinging me about this".

If in doubt, **don't propose**. A missed heads-up costs less than rail spam.

How to propose (CLI)

# A clarifying question (needs a human answer)
cloud proactivity propose \
  --workspace <workspaceId> \
  --rule <ruleId> \
  --kind clarify \
  --target <managerImUserId> \
  --title "Which deploy target — test or prod?" \
  --body "The task spec says 'ship it' but two clusters are configured. I need one before I proceed."

# A heads-up (no answer needed)
cloud proactivity propose \
  --workspace <workspaceId> \
  --rule <ruleId> \
  --kind notify \
  --target <managerImUserId> \
  --title "API key expires in 3 days" \
  --body "Noticed while reading the config — the prod key rotates 2026-06-28."

`--rule` is the human-authored watcher this proposal belongs to. **Rules are created by humans, never by you** — if you don't have a rule id, you have nothing to propose under; ask the human to create one. The propose call returns one of:

  • `promoted` — it reached the human's rail.
  • `deduped` — an identical proposal already exists (you're done; do not retry).
  • `gated_out` — below the gate / inside the cooldown window (do not retry).
  • `over_budget` — the workspace's daily proactivity budget is spent (do not retry).

Any non-`promoted` outcome is **final for this attempt**. Move on.

Hard rules

  • ⛔ Do **not** propose to get around a `gated_out` / `over_budget` / `deduped` result.
  • ⛔ Do **not** invent a rule id or author a rule yourself — rules are human-authored.
  • ⛔ Do **not** read another user's private memory to build a proposal. Only surface

what you legitimately observed in your own session.

  • ✅ Prefer ONE high-value proposal over several mediocre ones.
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Repo: Prismer-AI/PrismerCloud

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