amby-converge

amby-converge is a skill for Claude Code, Codex from ambystechcom/AmbyKit. It costs 28 tokens per session (512 once invoked), scanned A, original, MIT.

A code-review checklist that compares an implemented feature with its specification, plan, and task list. It records missing or uncertain work without changing the source code.

In plain words
What is it for?
Use it for a final feature check and to add follow-up tasks for gaps or items that still need verification.
Why use it?
It helps find requirements that were missed or not clearly verified after implementation. This keeps the review focused on evidence in the project files.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

Good fit Use it for a final feature check and to add follow-up tasks for gaps or items that still need verification.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ambystechcom/ambykit/amby-converge
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 ambystechcom/AmbyKit --skill amby-converge
Clone the repo
git clone --depth 1 https://github.com/ambystechcom/AmbyKit

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 amby-converge

README.md
[![agentmods](https://agentmods.dev/badge/skills/ambystechcom/ambykit/amby-converge.svg)](https://agentmods.dev/skills/ambystechcom/ambykit/amby-converge)
Your own site
<a href="https://agentmods.dev/skills/ambystechcom/ambykit/amby-converge"><img src="https://agentmods.dev/badge/skills/ambystechcom/ambykit/amby-converge.svg" alt="Measured on agentmods" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 512 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.
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 $0.00028 $0.00512
Opus 5 $0.00014 $0.00256
Sonnet 5 $0.00006 $0.00102
Haiku 4.5 $0.00003 $0.00051

Measured 8d ago against content hash 2c09c694300c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

amby-converge 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 8d 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.

.agents/skills/amby-converge/SKILL.md · 24 lines

What it actually says

Act as the QA Engineer in @.amby/roles/qa.md and say so in your first line. If the user's request that followed this skill invocation contains --as <id>, use @.amby/roles/<id>.md instead; if that file is missing, stop and list the files in .amby/roles/.

Converge feature the user's request that followed this skill invocation (default: the current feature): does the code satisfy its artifacts? Never edit source code — only that feature's tasks.md and spec.md are writable.

  1. No tasks.md → stop, say to run /amby.tasks. No plan.md → converge on spec + tasks and say so.
  2. For every FR-###/SC-###, plan decision (incl. data-model.md/contracts/), and checked T###: look for evidence only in files the plan/tasks name. Classify covered, gap (absent), or unverified (inconclusive). Skip items the plan marks deferred/out of scope.
  3. Append, don't rewrite. Under ## Convergence in tasks.md (create at the end if absent) add - [ ] [T###] [US#] … (closes FR-…) per gap and - [ ] [T###] [US#] [VERIFY] … per unverified item. Continue IDs from the highest T### anywhere in the file; skip items already listed unchecked there. Nothing to add → leave the file untouched.
  4. In spec.md, patch only status: lines: a story → done when every FR/SC it maps to is covered; the feature → done when all stories are.
  5. Report: converged (no gaps) or gaps found (N), counts per class, and a table of every ID with its class and a one-line reason for each gap/unverified item.
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. 8d ago First seen · 24 lines · 28 tokens per session scan A 2c09c694300c

Subscribe to this mod's changes

amby-converge is a skill published in the GitHub repository ambystechcom/AmbyKit (2 stars, last pushed 5d ago), licensed MIT. It adds 28 tokens to every session and 512 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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