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Agent Orchestration
Command

/hep-storm

Run a force-robust Stormbreaker loop — route to real agents, execute a verified pipeline to completion.

From plugin
agentlas-os
1.5k45 skills6 agents45 commands2 MCP
> /plugin marketplace add agentlas-ai/Agentlas-OS
> /plugin install hephaestus@agentlas-core-engine

Command definition

hep-storm.md
description: Run a force-robust Stormbreaker loop — route to real agents, execute a verified pipeline to completion.
argument-hint: '<goal>'
allowed-tools: Bash, Read, Glob, Grep, Edit, Write, Task

Update fallback: 자동 업데이트가 안 되면 `hephaestus update`를 한 번 실행하세요. 업데이트하지 않아도 현재 버전 명령은 그대로 동작합니다.

/hep-storm

Drive a goal through the **Stormbreaker Loop** — Hephaestus' force-robust, verifier-first execution loop — inside this workspace. Unlike a one-shot answer or a generic parallel fan-out, Stormbreaker **routes the goal to real Agentlas specialists**, structures the work as a dependency-ordered pipeline fabric, drives each work packet as a **hardened goal loop** (it does not stall, run away, or claim false success), and **refuses to report success without evidence**. Also triggered by `@Hephaestus storm <goal>`.

Use it for loop-worthy work: apps, sites, agents, automations, debugging, multi-step research, data/report generation — anything with files, tools, tests, or external verification. Trivial questions should be answered directly, not stormed.

Core-owned Goal + UltraCode harness

Every result includes `execution_harness`. Apply `execution_harness.system_prompt` verbatim before planning or executing packets, retain its `prompt_sha256`, and never redefine Goal mode or UltraCode mode in this adapter. Pass live session JSON with `AGENTLAS_SESSION_INVENTORY` when the host provides it; otherwise use Core's explicit `host:primary` fallback.

The goal is the exact text the user typed after `/hep-storm`.

How to run

Run the shell block below **verbatim**, replacing only the `GOAL` value with the user's exact goal text. The block resolves the Hephaestus runner by **absolute path** and runs it — there is nothing to install and nothing to add to `PATH`. In an agentic runtime **you are the executor**: the engine gives you the verified plan (the execution fabric); you carry it out with your own tools.

> Guardrails — do NOT do any of these. They are not how this workflow works and > have caused fabricated reports before: > - Do NOT diagnose `command not found` or `PATH`, and do NOT edit `~/.zshrc`. > The runner is resolved by absolute path inside the block. > - Do NOT claim a packet, gate, or external action succeeded without the > verifier's evidence. A materialized or scheduled run is not proof. > - If the runner is genuinely missing, say so and stop. Never fabricate a fix > or a run.

GOAL="<replace with the exact text the user typed after /hep-storm>"

case "$GOAL" in
  "<replace"*) echo "GOAL placeholder not filled — substitute the user's goal first." >&2; exit 2 ;;
esac

RUNNER=""
for candidate in \
  "$HOME/.agentlas/runtime/current/bin/hephaestus" \
  "./bin/hephaestus"
do
  if [ -n "$candidate" ] && [ -x "$candidate" ]; then RUNNER="$candidate"; break; fi
done
if [ -z "$RUNNER" ]; then
  for cache in "$HOME/.claude/plugins/cache/agentlas-core-engine/hephaestus" \
               "${CODEX_HOME:-$HOME/.codex}/plugins/cache/agentlas-core-engine/hephaestus"; do
    newest="$(ls -d "$cache"/*/bin/hephaestus 2>/dev/null | sort -V | tail -1)"
    if [ -n "$newest" ] && [ -x "$newest" ]; then RUNNER="$newest"; break; fi
  done
fi
[ -n "$RUNNER" ] || { echo "Hephaestus runtime not found. Run the installer first." >&2; exit 1; }
if [ "${HEPHAESTUS_AUTH_AUTOPOPUP:-1}" != "0" ]; then
  "$RUNNER" auth ensure >/dev/null 2>&1 || true
fi
# Route + materialize the pipeline fabric for THIS goal. No --executor-command:
# the host model (you) executes each packet natively. --research-evidence grounds
# plan/research packets with Research Engine receipts.
FABRIC="$("$RUNNER" hep-storm "$GOAL" --research-evidence --runtime "${AGENTLAS_HOST_RUNTIME:-terminal}")"
printf '%s\n' "$FABRIC"

Act on the route decision

Read `route_decision.action` (or `route_action`) and branch — Stormbreaker only auto-materializes a full fabric for a **pipeline**; other actions still start a storm, just with the workforce the router chose:

  • `action: "pipeline"` — the result carries the `execution_fabric` (`packets`,

`parallel_groups`, `sessions`, `resume_policy`), per-packet `write_scope` and `goal`/verifier, a `pipeline_id`, a `journal` path, and `final_gate` criteria. Run the full loop in "Run the Stormbreaker Loop" below.

  • `action: "clarify"` — the goal is ambiguous. Ask `clarify_question` with the

candidate list as ONE batch, then re-run the block with the refined goal. This is the scope-lock ambiguity gate; do not guess past it.

  • `action: "route"` (single card) — a one-agent storm: borrow and run that card

attached to this project, then still apply the verify → repair → final-gate steps.

  • `action: "hub_fallback"` / `"hub_candidates"` — Hub lookup used redacted

keywords only. If an `execution` block lists `recommended_agents`, borrow each in stage order via `"$RUNNER" hep-call "<agent>" "<goal>" --project .` and run them attached to this repo; otherwise report candidates and offer `/hep-build`.

  • `action: "propose_new"` — no fit exists; offer to build one via `/hep-build`.
  • `action: "refuse"` — explain `reasons` (e.g. loop guard) and stop. Do not retry

around it.

Run the Stormbreaker Loop over the fabric

Execute the goal to completion under this protocol. **Do not stop to ask for confirmation** — this is a force-robust run. Only halt when the goal is verified, or you are genuinely blocked by auth, payment, policy, a missing secret/tool, or a required user approval.

1. **scope-lock** — Restate the goal as one sentence and lock to it. Check the route decision's failure-memory. If (and only if) the goal is too ambiguous to decompose safely, ask ONE batch of 3–5 questions (what NOT to do / smallest version / done signal / dependencies), then proceed. If it is already specific, ask nothing. 2. **issue contract** — Write the acceptance criteria: the concrete, checkable done-signal for each packet and for the whole goal. These become the loop's sto

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An open-source AI agent OS inspired by OpenAI Dots, Meta Muse, Claude Duet, Nous Hermes, and Mem0. Built to lead entire projects rather than isolated prompts. Model-agnostic (BYOM) and native to Claude Code, Codex, Cursor, Antigravity, and Agentlas Desktop.

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