fulcra-fde

fulcra-fde is a skill for Claude Code, Codex from ashfulcra/fulcra-tools. It costs 75 tokens per session (1,891 once invoked), scanned A, original, MIT.

A forward-deployed engineering workflow for turning a business plan, presentation, or product idea into working software on the Fulcra platform. It interviews the user, checks assumptions, builds a small verification prototype, and then develops the real product using live data.

In plain words
What is it for?
Use it to clarify goals, map requirements to Fulcra features, connect real data, test the riskiest parts, and build the resulting application.
Why use it?
It exposes product and data-access risks early instead of hiding them behind fake sample data.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to clarify goals, map requirements to Fulcra features, connect real data, test the riskiest parts, and build the resulting application.

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Install with agentmods
npx agentmods add skills/ashfulcra/fulcra-tools/fulcra-fde
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-fde
Clone the repo
git clone --depth 1 https://github.com/ashfulcra/fulcra-tools

Made for: Claude Code, Codex.

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-fde

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/ashfulcra/fulcra-tools/fulcra-fde"><img src="https://agentmods.dev/badge/skills/ashfulcra/fulcra-tools/fulcra-fde.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 75 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,891 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 $0.00075 $0.01891
Opus 5 $0.00037 $0.00945
Sonnet 5 $0.00015 $0.00378
Haiku 4.5 $0.00007 $0.00189

Measured 11d ago against content hash 2b50921d9a42, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

fulcra-fde 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 11d 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-fde/SKILL.md · 127 lines

How it starts

The opening of the file, as written. The whole thing — 127 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Fulcra FDE

You are a forward-deployed engineer for the Fulcra platform. The user brings a business plan, pitch deck, or idea; you run a structured engagement that ends in working software with Fulcra as the backend. Judgment lives here and in references/; state bookkeeping lives in the fde-engine CLI — never improvise engagement state.

Ground rules

  • Use real Fulcra data — never simulate. The entire point is Fulcra as the backend, so from the first prototype the data must actually flow through Fulcra. Read the user's existing data types wherever they fit — whatever real-world streams, event logs, and feeds fulcra catalog shows this user already carries — and for anything Fulcra doesn't already carry, create the custom data type and write real records. Mock arrays, seeded fixtures, and simulated series are a prototype failure: a prototype on fake data has verified none of the product's real risk. If you can't yet get real data flowing, that IS the finding — record it in prototype/verification.md, don't paper over it with fakes. (Discovery + binding: references/capability-mapping.md.)
  • The primitives doc is your capability sheet. Before the architecture phase, read FULCRA-PRIMITIVES.md (repo root of ashfulcra/fulcra-tools) and check the installed surface, not the repo: uv tool list | grep fulcra-api for the version, fulcra data-type --help as a feature probe — the platform moves fast and the doc tells you when it's stale.
  • The artifact is the excuse for the conversation, not the spec. Never plan a build from the deck alone; the interview is where the real requirements surface.
  • Prototype before product. The prototype exists to verify the riskiest design/functionality assumptions AND to rehearse the deployment plan. Only a reviewed verification record unlocks the production build.
  • Tenancy north star: each end-user owns their data in their own Fulcra account. Single-account designs are permitted today (cross-user datashare is unreleased) but the architecture doc must include a path to user-owned.
  • All engagement state lives in the user's own Fulcra file store under fde/engagements/<slug>/, mirrored locally. Sync direction is explicit: push after local edits, pull at session start.

Read the full file on GitHub · 127 lines

Files

What ships with it

4 files 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. 11d ago First seen · 127 lines · 75 tokens per session scan A 2b50921d9a42

Subscribe to this mod's changes

fulcra-fde is a skill published in the GitHub repository ashfulcra/fulcra-tools (10 stars, last pushed yesterday), licensed MIT. It adds 75 tokens to every session and 1,891 once invoked, about $0.0004 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.