trw-assess

trw-assess is a skill for Claude Code from wallter/trw-mcp. It costs 137 tokens per session (1,263 once invoked), scanned A, original, no licence file.

A decision-assessment tool that scores judgment calls with calibrated probabilities. It is intended for situations with at least two defensible choices or competing explanations.

In plain words
What is it for?
Use it to assess whether a failure is real or a flaky test artifact, whether a code-review issue blocks work or can wait, or whether the evidence is sufficient to declare a task complete.
Why use it?
It helps avoid settling uncertain questions with unsupported prose by making confidence and alternatives explicit.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Good fit Use it to assess whether a failure is real or a flaky test artifact, whether a code-review issue blocks work or can wait, or whether the evidence is sufficient to declare a task complete.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wallter/trw-mcp/trw-assess
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 wallter/trw-mcp --skill trw-assess
Clone the repo
git clone --depth 1 https://github.com/wallter/trw-mcp

Made for: Claude Code.

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 trw-assess

README.md
[![agentmods](https://agentmods.dev/badge/skills/wallter/trw-mcp/trw-assess/github.svg)](https://agentmods.dev/skills/wallter/trw-mcp/trw-assess)
Your own site
<a href="https://agentmods.dev/skills/wallter/trw-mcp/trw-assess"><img src="https://agentmods.dev/badge/skills/wallter/trw-mcp/trw-assess/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.

agentmods 80×15 button for trw-assess

Your own site · 80×15
<a href="https://agentmods.dev/skills/wallter/trw-mcp/trw-assess"><img src="https://agentmods.dev/badge/skills/wallter/trw-mcp/trw-assess.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 137 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,263 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 unknown 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 $0.00137 $0.01263
Opus 5.5 $0.00055 $0.00505
Sonnet 5.5 $0.00027 $0.00253
Haiku 4.5 $0.00014 $0.00126

Measured 15d ago against content hash f99d32ff8776, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

trw-assess 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 15d 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.

src/trw_mcp/data/skills/trw-assess/SKILL.md · 79 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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. 15d ago Changed f99d32ff8776
  2. 20d ago Changed · +4 lines e966624b678f
  3. 21d ago First seen · 75 lines · 137 tokens per session scan A adc54df99f56

Subscribe to this mod's changes

trw-assess is a skill published in the GitHub repository wallter/trw-mcp (0 stars, last pushed 2d ago), with no licence file. It adds 137 tokens to every session and 1,263 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 2026-09-25.

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