fulcra-agent-operator

fulcra-agent-operator is a skill for Claude Code from ashfulcra/fulcra-tools. It costs 59 tokens per session (1,163 once invoked), scanned A, original, MIT.

An operator handoff loop for teams of coding agents. It records questions that need a person, brings forgotten questions back to the orchestrator, and sends the person's answer back to the waiting agent.

In plain words
What is it for?
Use it to surface pending agent questions, review them with their context, and unblock the related work with one recorded answer.
Why use it?
It prevents work from silently stopping when an agent needs human input. Questions remain visible until they are answered.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: built for openclaw.

Good fit Use it to surface pending agent questions, review them with their context, and unblock the related work with one recorded answer.

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Install with agentmods
npx agentmods add skills/ashfulcra/fulcra-tools/fulcra-agent-operator
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ashfulcra/fulcra-tools --skill fulcra-agent-operator
Clone the repo
git clone --depth 1 https://github.com/ashfulcra/fulcra-tools

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for fulcra-agent-operator

README.md
[![agentmods](https://agentmods.dev/badge/skills/ashfulcra/fulcra-tools/fulcra-agent-operator/github.svg)](https://agentmods.dev/skills/ashfulcra/fulcra-tools/fulcra-agent-operator)
Your own site
<a href="https://agentmods.dev/skills/ashfulcra/fulcra-tools/fulcra-agent-operator"><img src="https://agentmods.dev/badge/skills/ashfulcra/fulcra-tools/fulcra-agent-operator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for fulcra-agent-operator

Your own site · 80×15
<a href="https://agentmods.dev/skills/ashfulcra/fulcra-tools/fulcra-agent-operator"><img src="https://agentmods.dev/badge/skills/ashfulcra/fulcra-tools/fulcra-agent-operator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,163 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00059 $0.01163
Opus 5 $0.00030 $0.00581
Sonnet 5 $0.00012 $0.00233
Haiku 4.5 $0.00006 $0.00116

Measured 10d ago against content hash 25e143426afb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

fulcra-agent-operator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/fulcra-agent-operator/SKILL.md · 78 lines

How it starts

The opening of the file, as written. The whole thing — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Fulcra Agent Operator

Enhances fulcra-agent-teams. The failure this skill kills: an agent hits a wall, quietly parks the work, and the operator never finds out — the workstream is forgotten. Instead: asks are first-class bus state, an orchestrator nags on them by age, and the answer is a single deterministic write that puts the work back in motion.

Where to start — the re-entrancy probes

Before surfacing or answering asks, probe whether the engine is usable and whether any asks are waiting. Enter at the first probe that fails (per the repo's skill-quality pattern, docs/skill-quality-pattern.md); both probes are pure reads, and the answer leg is a single idempotent write, so re-entry never corrupts state:

Probe (run in order) Command Passes when If it fails, enter at
Engine + auth usable? coord-engine doctor <team> exits 0 and the last line is exactly doctor: healthy fix engine/auth first (see fulcra-agent-reconcile) — do NOT surface asks against a broken engine
Any asks waiting on the operator? coord-engine asks <team> [--human <id>] the header line reads asks — 0 waiting on <id> (oldest first) — nothing to surface (NON-mutating read) The orchestrator's duty — a non-zero count means asks are rotting; surface the oldest to the operator and relay the answer per party 2 below

Both probes clean → the engine is healthy and no ask is waiting; keep polling on your heartbeat.

The three parties

1. Any agent — raising an ask (when you're stuck on the operator)

coord-engine task block <team> <slug> --on-user "<the ask>"

Rules for a GOOD ask (this is the part that makes the loop work):

  • Self-contained: someone reading only the ask text can answer it. Include the options ("use vault A or B?"), the default you'd pick, and the consequence of waiting.
  • Put longer context in the task body before blocking.
  • Then keep working other tasks — blocking one task parks that workstream, not you.
  • The answer reaches you on your next wake: it returns to your inbox unblocked, and the delivery record surfaces in your queue read (coord-engine queue <team> --agent <you>). Resident listeners are retired — do not wait on one.

Read the full file on GitHub · 78 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 78 lines · 59 tokens per session scan A 25e143426afb

Subscribe to this mod's changes

fulcra-agent-operator is a skill published in the GitHub repository ashfulcra/fulcra-tools (10 stars, last pushed today), licensed MIT. It adds 59 tokens to every session and 1,163 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.