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-milestonegit 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-milestone)<a href="https://agentmods.dev/skills/ferroxlabs/ijfw/ijfw-new-milestone"><img src="https://agentmods.dev/badge/skills/ferroxlabs/ijfw/ijfw-new-milestone/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-milestone"><img src="https://agentmods.dev/badge/skills/ferroxlabs/ijfw/ijfw-new-milestone.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 | $0.00063 | $0.01781 |
| Opus 5.5 | $0.00025 | $0.00712 |
| Sonnet 5.5 | $0.00013 | $0.00356 |
| Haiku 4.5 | $0.00006 | $0.00178 |
Grade A, and why
ijfw-new-milestone 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 1mo 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 — 180 lines — stays where its author put it; the contents beside it link to each section on GitHub.
IJFW New Milestone
Kick off a new milestone cycle on an existing project. Brownfield equivalent of project bootstrap: project exists, prior milestones shipped, you need a scoped plan for the next iteration.
Domain-agnostic. Works for software releases (v1.2 → v1.3), book chapters (Ch 4 → Ch 5), campaign waves (Wave 2 → Wave 3), design-system tiers (Foundation → Components → Patterns).
Optional $ARGUMENTS: milestone name (e.g. v1.6 Notifications, Chapter 5: Adversarial Models). Ask inline if absent.
1 — Load prior context
Read in order:
.planning/PROJECT.md— core value, validated outcomes, decisions.planning/ROADMAP.md— what shipped, last milestone number/name.planning/MILESTONES.md— historical log (if present).planning/STATE.md— pending todos, blockers carried forward- Latest
.planning/<prior-milestone>/LEARNINGS.md(if present) — dispatchijfw-extract-learningsagent on the prior milestone first if missing; learnings inform what to do differently this cycle.
If .planning/ROADMAP.md is absent, dispatch ijfw-roadmapper agent to scaffold one from PROJECT.md, then resume here.
2 — Determine next milestone identifier
Parse the last milestone from MILESTONES.md or ROADMAP.md. Suggest the next per project convention:
- Semver:
v1.5 → v1.6(minor) /v1.5 → v2.0(major) - Chapter / Wave:
N → N+1 - Free-form: ask the user
Confirm before writing anything.
3 — Gather scope (adaptive)
Ask one open question: What do you want to ship in this milestone? (one sentence)
Then probe by domain bucket (pick what fits, skip the rest):
- Capabilities — new functionality / features / chapters / campaign assets
- Quality — coverage, perf, accessibility, edit passes, brand consistency
- Trust — security, audits, fact-checks, compliance, source alignment
- Ecosystem — integrations, partners, distribution channels, platform support
- Reduction — deprecations, cuts, tightening, scope-creep kills
Per activated bucket ask: Table stakes vs differentiators? Table stakes go in; differentiators debated.
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.
- 1mo ago First seen · 180 lines · 63 tokens per session scan A 5c881517dbd4
ijfw-new-milestone is a skill published in the GitHub repository FerroxLabs/ijfw (214 stars, last pushed 7d ago), licensed MIT. It adds 63 tokens to every session and 1,781 once invoked, about $0.0003 per session on Opus 5.5. 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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