Scope arbitration — resolve disagreements between product and engineering on what is in or out of scope, with a decision log and escalation path.

MITAuto-check: notesDevOps & Cloud

Install Helm Arbiter

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill helm-arbiter -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace helm-arbiter --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/helm-arbiter .claude/skills/helm-arbiter && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
helm-arbiter
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
409 words
Files
2
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Scope arbitration — resolve disagreements between product and engineering on what is in or out of scope, with a decision log and escalation path.

  • Works in 6 steps: Establish the Disagreement → Classify the Dispute → Apply the Arbitration Framework → …
  • Asked to resolve this scope disagreement
  • SKILL.md covers Steps and Delivery
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Helm Arbiter is an agent skill from jeremylongshore/tons-of-skills-marketplace. Scope arbitration — resolve disagreements between product and engineering on what is in or out of scope, with a decision log and escalation path. Use when asked to "resolve this scope disagreement", "arbitrate between product and eng", "scope is creeping", "we can't agree on what's in scope", or "help us decide what to cut".

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `.claude-plugin/plugin.json`).

It sits in DevOps & Cloud, covering Container orchestration, Dispute resolution and Architecture decision records. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Asked to resolve this scope disagreement
  • Arbitrate between product and eng
  • Scope is creeping
  • We cant agree on whats in scope

Example prompts

  • “resolve this scope disagreement”
  • “arbitrate between product and eng”
  • “scope is creeping”
  • “/helm-arbiter”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, Task, TodoWrite, AskUserQuestion

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Establish the Disagreement
  2. Classify the Dispute
  3. Apply the Arbitration Framework
  4. Generate Decision Options
  5. Record the Decision
  6. Present Arbitration

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash
    • Glob
    • Grep
    • WebFetch
    • WebSearch
    • Task
    • TodoWrite

    …and 1 more on the same allowed-tools line.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Helm Arbiter loads about 1.1k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 409 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~85
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, Task, TodoWrite, AskUserQuestion

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 409 words, ~1,130 tokens.

Download SKILL.mdSave it as .claude/skills/helm-arbiter/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
helm-arbiter
description
Scope arbitration — resolve disagreements between product and engineering on what is in or out of scope, with a decision log and escalation path. Use when asked to "resolve this scope disagreement", "arbitrate between product and eng", "scope is creeping", "we can't agree on what's in scope", or "help us decide what to cut".
allowed-tools
Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, Task, TodoWrite, AskUserQuestion
version
0.6.4
author
tonone-ai <hello@tonone.ai>
license
MIT

Scope Arbitration

You are Helm — the head of product on the Product Team. When product and engineering disagree on scope, you arbitrate.

Steps

Step 1: Establish the Disagreement

Clarify the exact nature of the scope dispute. Ask or identify:

  • The contested item — what specific feature, behavior, or requirement is in dispute?
  • Product's position — why does product want this in scope?
  • Engineering's position — why does engineering want this out of scope (cost, complexity, risk, timeline)?
  • The original brief — what did the Helm brief say? Is this item in or out?
  • The deadline — is there a hard ship date driving this?

Do not mediate before you understand all four inputs.

Step 2: Classify the Dispute

Identify which type of disagreement this is:

TypeDescriptionResolution approach
Scope creepNew item not in original briefEvaluate against success criteria
Estimation conflictProduct thinks it's easy; eng thinks it's hardGet Apex cost estimate
Priority conflictBoth sides agree it's needed, disagree on whenApply RICE to the item
Definition conflictDifferent understandings of what the feature doesWrite a precise spec
Risk conflictEng has concerns product didn't account forSurface and evaluate the risk
Step 3: Apply the Arbitration Framework

For the contested item, evaluate:

Against success criteria (from the Helm brief):

  • Does this item directly contribute to stated success criteria?
  • Is it must-have (blocking success) or nice-to-have?
  • If cut, does product still deliver promised user value?

Against constraints (from the Helm brief):

  • Does including this item violate stated constraints (timeline, budget, complexity)?
  • Is there a smaller version satisfying both sides?

The 50% rule: If an item takes more than 50% of remaining engineering budget but contributes less than 50% of user value, cut it.

Show full SKILL.md (126 more words)Show less
Step 4: Generate Decision Options

Present exactly three options:

Option A — Include as specified
  Engineering cost: [S/M/L — use Apex estimate if available]
  Product value: [why this delivers the stated goal]
  Risk: [what could go wrong]

Option B — Include a reduced version
  What's included: [specific subset]
  What's cut: [what gets dropped and why it's acceptable]
  Engineering cost: [S/M/L]
  Value retained: [% of original value, roughly]

Option C — Defer entirely
  Condition for revisit: [what signal would bring this back]
  Impact of deferring: [what users lose, what metrics are affected]
  Engineering savings: [what the team gains by cutting this now]
Step 5: Record the Decision

Once both sides agree, record the decision:

## Scope Decision Log

Item: [contested feature or requirement]
Date: [today]
Decision: [Option A / B / C]
Rationale: [1-2 sentences — why this option was chosen]
Condition for reopening: [what would change this decision]
Agreed by: [Helm + Apex, or Helm + eng lead]

Add this log entry to project brief or sprint planning doc.

Step 6: Present Arbitration

Follow the output format defined in docs/output-kit.md — 40-line CLI max, box-drawing skeleton, unified severity indicators, compressed prose.

If no agreement is reached after presenting options, escalate: Helm makes the final call on product scope. Apex makes the final call on engineering feasibility within that scope. These domains do not overlap.

Delivery

If output exceeds the 40-line CLI budget, invoke /atlas-report with the full findings. The HTML report is the output. CLI is the receipt — box header, one-line verdict, top 3 findings, and the report path. Never dump analysis to CLI.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in plugins/ai-agency/tonone/skills/helm-arbiter of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • .claude-plugin/plugin.json

Open the folder on GitHubat commit cfae287

Compare with similar skills

Helm Arbiter next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Helm Arbiter compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Helm Arbiter this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: NotesMIT
Performing Kubernetes Cis Benchmark With Kube Benchmukul975/Anthropic-Cybersecurity-Skills34k—~1.7kAutomated safety check: NotesApache-2.0
Friction ReviewThibautBaissac/rails_ai_agents665—~1.7kAutomated safety check: NotesMIT
Adr Brief Drafterrohasnagpal/legal-ai-skills178—~2.3kAutomated safety check: PassMIT
Kubeshark Installerkubeshark/kubeshark12k—~3.6kAutomated safety check: NotesApache-2.0
KubeSphere Multi-Tenant Managementkubesphere/kubesphere17k—~3.1kAutomated safety check: PassCustom licence

Similar skills

  • Performing Kubernetes Cis Benchmark With Kube Bench

    mukul975/Anthropic-Cybersecurity-Skills

    Turns kube-bench output into a finished CIS Kubernetes Benchmark audit: interpreting PASS/FAIL/WARN per control, judging which failures are genuine on a managed cluster, writing remediation, and…

    34k GitHub stars~1.7k tokensUpdated 1 mo ago
    DevOps & CloudAuto-check: notes
  • Friction Review

    ThibautBaissac/rails_ai_agents

    Multi-axis adversarial review using friction engineering. An agent skill from ThibautBaissac/rails_ai_agents.

    665 GitHub stars~1.7k tokensUpdated 4 mo ago
    DevelopmentAuto-check: notes
  • Adr Brief Drafter

    rohasnagpal/legal-ai-skills

    Drafts the brief a party submits to a mediator or conciliator ahead of a session — position, facts, interests, chronology, evidence, negotiation history, and settlement obstacles — adapted to…

    178 GitHub stars~2.3k tokensUpdated yesterday
    Legal & ComplianceAuto-check passed
  • Kubeshark Installer

    kubeshark/kubeshark

    Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.

    12k GitHub stars~3.6k tokensUpdated yesterday
    DevOps & CloudAuto-check: notes
  • Creates and queries KubeSphere users, workspaces and projects and assigns built-in roles, defaulting to least privilege and never deleting anything.

    17k GitHub stars~3.1k tokensUpdated 2 mo ago
    DevOps & CloudAuto-check passed
  • Sim Helm

    simstudioai/sim

    Install, upgrade, and operate the Sim Helm chart on Kubernetes.

    30k GitHub stars~2.2k tokensUpdated today
    DevOps & CloudAuto-check passed

More from jeremylongshore/tons-of-skills-marketplace

All 3,342 skills in this repo
  • Performing Security Code Review

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.

    2.8k GitHub starsUsed in 2 repos~1.3k tokens
    Auto-check: notes
  • Adapting Transfer Learning Models

    jeremylongshore/tons-of-skills-marketplace

    Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Agent Context Loader

    jeremylongshore/tons-of-skills-marketplace

    Execute proactive auto-loading: automatically detects and loads agents.md files.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Aggregating Performance Metrics

    jeremylongshore/tons-of-skills-marketplace

    Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.

    2.8k GitHub stars~1.2k tokensUpdated today
    Auto-check passed
  • Analyzing Capacity Planning

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.

    2.8k GitHub stars~947 tokensUpdated today
    Auto-check passed
  • Analyzing Database Indexes

    jeremylongshore/tons-of-skills-marketplace

    Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.

    2.8k GitHub stars~2k tokensUpdated today
    Auto-check passed

Questions about Helm Arbiter

What does Helm Arbiter do?

Scope arbitration — resolve disagreements between product and engineering on what is in or out of scope, with a decision log and escalation path. Helm Arbiter is an agent skill from jeremylongshore/tons-of-skills-marketplace. Scope arbitration — resolve disagreements between product and engineering on what is in or out of scope, with a decision log and escalation path.

When should I use Helm Arbiter?

Helm Arbiter fits situations like: asked to resolve this scope disagreement; arbitrate between product and eng; scope is creeping; we cant agree on whats in scope.

How do I install Helm Arbiter in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill helm-arbiter -a claude-code`. Or copy the skill folder (plugins/ai-agency/tonone/skills/helm-arbiter in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/helm-arbiter in your project. Claude Code loads it when a task matches its description.

How do I install Helm Arbiter in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill helm-arbiter -a codex`. Or copy the skill folder (plugins/ai-agency/tonone/skills/helm-arbiter in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/helm-arbiter in your project. Codex loads it when a task matches its description.

Can I use Helm Arbiter in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill helm-arbiter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/helm-arbiter, .gemini/skills/helm-arbiter, .github/skills/helm-arbiter and .opencode/skills/helm-arbiter in your project.

What does Helm Arbiter need to run?

SKILL.md names no scripts, command-line tools or credentials: Helm Arbiter is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, Task, TodoWrite, AskUserQuestion.

Does Helm Arbiter access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Helm Arbiter safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Helm Arbiter use?

Helm Arbiter is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Helm Arbiter use?

About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Helm Arbiter?

Skills that share tags, products or a category with Helm Arbiter: Performing Kubernetes Cis Benchmark With Kube Bench (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Friction Review (ThibautBaissac/rails_ai_agents, 665 stars), Adr Brief Drafter (rohasnagpal/legal-ai-skills, 178 stars) and Kubeshark Installer (kubeshark/kubeshark, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Helm Arbiter?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.