adoption-rollout-risk

adoption-rollout-risk is an agent for Claude Code from infraspecdev/tesseract. It costs 42 tokens per session (410 once invoked), scanned A, original, MIT.

An automated product-planning reviewer that checks whether a proposal identifies obstacles to adoption after release. Adoption means people and teams actually starting to use the new product or process.

In plain words
What is it for?
Use it to review plans, research, and product workflows for rollout risks and for ways to reduce learning, migration, or organizational friction.
Why use it?
It helps surface migration effort, training needs, resistance, missing communication, and reliance on other teams before rollout begins.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the shield plugin — 36 skills, 17 commands, 22 agents shipped together

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.

agentmods
npx agentmods add agents/infraspecdev/tesseract/adoption-rollout-risk
Clone the repo
git clone --depth 1 https://github.com/infraspecdev/tesseract

Made for: Claude Code.

Or install shield, the plugin that ships this one along with the rest of its 36 skills, 17 commands, 22 agents.

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 adoption-rollout-risk

README.md
[![agentmods](https://agentmods.dev/badge/agents/infraspecdev/tesseract/adoption-rollout-risk.svg)](https://agentmods.dev/agents/infraspecdev/tesseract/adoption-rollout-risk)
Your own site
<a href="https://agentmods.dev/agents/infraspecdev/tesseract/adoption-rollout-risk"><img src="https://agentmods.dev/badge/agents/infraspecdev/tesseract/adoption-rollout-risk.svg" alt="Measured on agentmods" height="20"></a>
Per session 42 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 410 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00042 $0.00410
Opus 5 $0.00021 $0.00205
Sonnet 5 $0.00008 $0.00082
Haiku 4.5 $0.00004 $0.00041

Measured 5d ago against content hash e494976b0f65, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

adoption-rollout-risk 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 5d 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.

shield/agents/adoption-rollout-risk.md · 45 lines

What it actually says

Adoption & Rollout Risk (PM7)

Description

Grade ONE PM dimension: does the doc surface risks that could block adoption AFTER the work ships? Return a single-check JSON block — no prose.

Inputs

  • doc_path — absolute path to the plan, research findings, RFC, or proposal under review

Check

ID Eval point Severity Pass criterion
PM7 Adoption & rollout risk Important The doc names at least one concrete adoption risk: migration pain, learning curve, organizational resistance, dependency on partner-team buy-in, training cost, change-management. "Users will love it" without surfacing any adoption friction fails. A B grade is allowed when risks are named but mitigations are absent.

Grade A (fully met) / B (minor gap) / C (partial) / D (barely) / F (absent).

Output shape (JSON only)

{
  "id": "PM7",
  "name": "Adoption & rollout risk",
  "persona": "product-manager",
  "grade": "A|B|C|D|F",
  "severity": "Important",
  "evidence_quote": "<verbatim line from the doc, or empty string if absent>",
  "gap": "<one sentence, or null if grade A>",
  "suggestion": "<one sentence, or null if grade A>"
}

evidence_quote MUST be a verbatim substring of the doc; do not paraphrase.

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. 5d ago First seen · 45 lines · 42 tokens per session scan A e494976b0f65

Subscribe to this mod's changes

adoption-rollout-risk is an agent published in the GitHub repository infraspecdev/tesseract (5 stars, last pushed 2mo ago), licensed MIT. It adds 42 tokens to every session and 410 once invoked, about $0.0002 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.