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 agentmods add commands/ambystechcom/ambykit/amby.revisegit clone --depth 1 https://github.com/ambystechcom/AmbyKitWrote 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/commands/ambystechcom/ambykit/amby.revise)<a href="https://agentmods.dev/commands/ambystechcom/ambykit/amby.revise"><img src="https://agentmods.dev/badge/commands/ambystechcom/ambykit/amby.revise.svg" alt="Measured on agentmods" 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 | $0.00023 | $0.00611 |
| Opus 5 | $0.00012 | $0.00305 |
| Sonnet 5 | $0.00005 | $0.00122 |
| Haiku 4.5 | $0.00002 | $0.00061 |
Grade A, and why
amby.revise 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 4d 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.
What it actually says
Act as the Product Manager in @.amby/roles/pm.md and say so in your first line. If $ARGUMENTS contains --as <id>, use @.amby/roles/<id>.md instead; if that file is missing, stop and list the files in .amby/roles/.
Continue the spec (and, optionally, the design) for feature $ARGUMENTS (default: the current feature).
Context: read only that feature's spec.md (and its ui.md if continuing design) plus the structure
of @.amby/templates/spec.md. This command extends an existing feature — it is not specify
(which starts a new feature) nor clarify (which only resolves [NEEDS CLARIFICATION] markers).
- Resolve the feature dir
specs/NNN-slug/. If it — or itsspec.md— cannot be found, report a clear error and make no changes. - Done-guard. If the
spec.mdfrontmatterstatus:isdone, make no edits: tell the author the feature is complete and to run/amby.specifyfor a new feature. Stop here. - Otherwise continue in place (patch, never regenerate — Principle 3):
- Add new user stories (
US-#), requirements (FR-###), and success criteria (SC-###), each taking the next available number. Preserve every existing id and its text verbatim. - Refine existing items only where the author asked; keep their ids stable.
- New requirements use EARS (SHALL / WHEN / WHILE / IF-THEN / WHERE); new acceptance criteria use
Given/When/Then — consistent with
specify. - Leave any story already marked
status: doneuntouched; you may still add new stories.
- Add new user stories (
- Set the
spec.mdfrontmatterstatus:toin-progress. - Design (optional). If the author is continuing the UI/design and
ui.mdexists, extend it in place, preserving existing sections. Ifui.mddoes not exist, do not create it here — direct the author to run/amby.design. - Keep edits minimal and token-frugal; cite the constitution by principle number where relevant.
Report what you added or changed, by id.
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.
- 4d ago First seen · 34 lines · 23 tokens per session scan A c12c101d6371
amby.revise is a command published in the GitHub repository ambystechcom/AmbyKit (2 stars, last pushed 9d ago), licensed MIT. It adds 23 tokens to every session and 611 once invoked, about $0.0001 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.
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