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.
npx skills add FerroxLabs/ijfw --skill ijfw-new-projectgit clone --depth 1 https://github.com/FerroxLabs/ijfwWrote 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.
[](https://agentmods.dev/skills/ferroxlabs/ijfw/ijfw-new-project)<a href="https://agentmods.dev/skills/ferroxlabs/ijfw/ijfw-new-project"><img src="https://agentmods.dev/badge/skills/ferroxlabs/ijfw/ijfw-new-project/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.
<a href="https://agentmods.dev/skills/ferroxlabs/ijfw/ijfw-new-project"><img src="https://agentmods.dev/badge/skills/ferroxlabs/ijfw/ijfw-new-project.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00061 | $0.01427 |
| Opus 5 | $0.00030 | $0.00714 |
| Sonnet 5 | $0.00012 | $0.00285 |
| Haiku 4.5 | $0.00006 | $0.00143 |
Grade A, and why
ijfw-new-project 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 7d 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.
How it starts
The opening of the file, as written. The whole thing — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.
IJFW New Project
Domain-agnostic bootstrap. Software is one domain; book, campaign, landing-page, design-system, and launch are first-class peers. The end state is the same: a confirmed brief, durable memory, and a clear next move.
Step 1 -- Detect domain (one question, max)
Read the user's first line. Map silently:
| Phrase contains | Domain |
|---|---|
| "app", "site", "API", "service", "CLI", "library", "tool" | software |
| "book", "chapter", "manuscript", "novel", "essay collection" | book |
| "campaign", "ad", "funnel", "email sequence", "drip" | campaign |
| "landing page", "one-pager", "splash", "lead magnet" | landing-page |
| "design system", "component library", "brand kit", "tokens" | design-system |
| "launch", "release plan", "PR/FAQ", "go-to-market" | launch |
If no signal, ask once: One word: software / book / campaign / landing-page / design-system / launch?
Accept aliases. Do not interrogate. Do not assume software.
Step 2 -- Memory recall
Call ijfw_memory_recall with the project name + domain. If matches return,
surface up to 3 relevant prior decisions inline:
I remember: <project> -- <decision>. Want me to apply that pattern here?
If empty, say clean slate -- no prior context and continue. Never silent.
Step 3 -- Brief skeleton
Write .ijfw/memory/brief.md from the domain template:
software->claude/skills/ijfw-new-project/templates/software.brief.mdbook->claude/skills/ijfw-new-project/templates/book.brief.mdcampaign->claude/skills/ijfw-new-project/templates/campaign.brief.mdlanding-page->claude/skills/ijfw-new-project/templates/landing-page.brief.mddesign-system->claude/skills/ijfw-new-project/templates/design-system.brief.mdlaunch->claude/skills/ijfw-new-project/templates/launch.brief.md
If the template file is absent in this checkout, fall back to a minimal skeleton (goal / audience / success criteria / out-of-scope / first move). Templates are the contract; the skill must still produce a brief if they haven't shipped yet.
What ships with it
6 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.
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.
- 7d ago First seen · 126 lines · 61 tokens per session scan A d51ed7d9bfb0
ijfw-new-project is a skill published in the GitHub repository FerroxLabs/ijfw (210 stars, last pushed 5d ago), licensed MIT. It adds 61 tokens to every session and 1,427 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 2026-09-05.
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