deephaven-mcp: Skill for Claude Code

.agents/skills/cli-help-accuracy/SKILL.md

cli-help-accuracy is a skill for Claude Code, Codex from deephaven/deephaven-mcp. It costs 80 tokens per session (724 once invoked), scanned A, original, Apache-2.0.

A review guide for checking that a command-line tool’s help text matches its code. It covers flags, arguments, error codes, exit codes, and output fields.

In plain words
What is it for?
Use it to compare command help with the command handler and correct factual mistakes. It is intended for focused fixes when the help structure is already complete.
Why use it?
It prevents users from following instructions that are missing, outdated, or incorrect. It also helps keep the generated help and separately written CLI documentation in sync.

Skill for Claude CodeCodex

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

This is deephaven/deephaven-mcp's own configuration. It tells Claude Code and Codex how to work on deephaven-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything deephaven-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to deephaven/deephaven-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/deephaven/deephaven-mcp/main/.agents/skills/cli-help-accuracy/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/deephaven/deephaven-mcp

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 cli-help-accuracy

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/deephaven/deephaven-mcp/cli-help-accuracy"><img src="https://agentmods.dev/badge/skills/deephaven/deephaven-mcp/cli-help-accuracy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 724 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 $0.00080 $0.00724
Opus 5.5 $0.00032 $0.00290
Sonnet 5.5 $0.00016 $0.00145
Haiku 4.5 $0.00008 $0.00072

Measured 1mo ago against content hash 646e39f6ffaf, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cli-help-accuracy 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 1mo 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/cli-help-accuracy/SKILL.md · 30 lines

How it starts

The opening of the file, as written. The whole thing — 30 lines — stays where its author put it; the contents beside it link to each section on GitHub.

When to use this vs. cli-help-improve: use cli-help-accuracy for surgical correctness-only fixes when the help structure is already complete. Use cli-help-improve for a full review that may add missing sections, single-source the output schema, or reconcile all three surfaces.

Before doing anything

Load ref-cli-help-standards. --help and the agents manifest both render from the command's HelpSpec, so fixing the spec fixes both; docs/CLI.md is authored separately and must be reconciled by hand. Fixing an inaccuracy in the spec without the doc (or vice versa) reintroduces drift, so check and fix both together.

Verify every claim against the handler

For each command in scope, read the handler and confirm:

  • Options and arguments — every documented flag/argument exists with the stated name, type, default, and effect; every actual option has a help=; show_default=True where there is a default. No documented flag is missing from the code, and no code flag is undocumented.
  • Error codes — the error_codes= block lists exactly the error_codes the command can raise. Trace each CliError(code=...) in the handler and in any shared helper it calls (e.g. acquire_daemon raises daemon_startup_timeout / daemon_reuse_refused / daemon_not_running / daemon_registry_corrupt). No phantom codes; no missing ones.
  • Exit codes — the documented numeric codes match reality. Every CliError exits 2 except ErrorCode.TOOL_RETURNED_ERROR, the sole code whose exit_code is 3; the exit code is carried by the ErrorCode, not a CliError parameter (there is no exit_code= argument).
  • Output fields — every OutputField names a real key in the format_output(...) payload, with the correct type; the mode (object/list/text) matches what is printed. The OutputSpec constant is passed once, as the spec's output= field (single source — never two literals that can drift). Each field's help string must accurately describe the value vocabulary the code emits — apply ref-output-serialization-conventions.
  • Examples — each example command is runnable and uses real flags/args; jq filters reference real output keys.
  • Plain text — no double-backtick literals or :func:/:class: markup in any surfaced string.

Read the full file on GitHub · 30 lines

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. 1mo ago First seen · 30 lines · 80 tokens per session scan A 646e39f6ffaf

Subscribe to this mod's changes

cli-help-accuracy is a skill published in the GitHub repository deephaven/deephaven-mcp (5 stars, last pushed 2d ago), licensed Apache-2.0. It adds 80 tokens to every session and 724 once invoked, about $0.0003 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.

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