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 afrizzal/ratchet --skill ratchet-recommendgit clone --depth 1 https://github.com/afrizzal/ratchetWrote 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/afrizzal/ratchet/ratchet-recommend)<a href="https://agentmods.dev/skills/afrizzal/ratchet/ratchet-recommend"><img src="https://agentmods.dev/badge/skills/afrizzal/ratchet/ratchet-recommend/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/afrizzal/ratchet/ratchet-recommend"><img src="https://agentmods.dev/badge/skills/afrizzal/ratchet/ratchet-recommend.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00121 | $0.03201 |
| Opus 5.5 | $0.00048 | $0.01280 |
| Sonnet 5.5 | $0.00024 | $0.00640 |
| Haiku 4.5 | $0.00012 | $0.00320 |
Grade A, and why
ratchet-recommend 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 2mo 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 — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ratchet Recommend — the navigator
Your output is a route, not a report card. The ledger already says what state each item is in; a report just re-states it. Your job is to say what to do next, who should do it, and in what order — so that a human, or a cheaper model, can act on the backlog without re-deriving the senior judgment that produced it. That routing is the thing that lets a small model land a fix as safely as an expensive one: it inherits the decision instead of guessing it.
Invocation
/ratchet-recommend [path]
path— backlog file. Defaultratchet/BACKLOG.md. Read-only.
What it reads / writes
- Reads: the Items (Tags, priority, Spec, Acceptance,
Depends:), the Ledger (status per item), the Journal. On a v2 backlog that means the backlog plus everylanes/<lane>.md— ledgers and journals both. - Writes: only
NEXT.md, alongside the backlog file (defaultratchet/NEXT.md). It changes no source, no item, no ledger row, no tag. It recommends; the loop executes and humans decide. On a v2 backlog, NEXT.md is written on the integration branch only — never in a lane worktree (lane branches carrying their own copies is a guaranteed merge conflict).
Phase 1 — Snapshot
Count all six ledger states (done / todo / in-progress / needs-human / blocked / skipped) — on a v2 backlog, across every lane file, and report the counts per lane as well as in total. An in-progress row with no run in flight is debris from a crashed session — the loop's preflight resets it to todo automatically, so route it as todo and note the crash. v2 exception: an in-progress row in an open lane (the lane journal's last run marker is run started, not run ended) may be a live session, not debris. Do not route it as todo, do not suggest re-launching it; flag the lane as open and say the item belongs to whoever is running it. Check the baseline: if a [BASELINE] item is not done, nothing else matters until it is — say so first (v2: name its lane, since every other lane is blocked until that lane merges).
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.
- 2mo ago First seen · 106 lines · 121 tokens per session scan A 1dd589f8851e
ratchet-recommend is a skill published in the GitHub repository afrizzal/ratchet (6 stars, last pushed 3mo ago), licensed MIT. It adds 121 tokens to every session and 3,201 once invoked, about $0.0005 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 2026-08-31.
Other skills, from other repositories
spec-to-backlog
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backlog-status-report
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