New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Reject Jumbo Goal

by jumbocontext in jumbocontext/cli

A skill your agent uses when a Jumbo goal fails QA review and needs to be returned for rework.

AGPL-3.0Auto-check passedAgent Workflows

Install Reject Jumbo Goal

skills CLI
$ npx skills add jumbocontext/cli --skill reject-jumbo-goal -a claude-code

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

GitHub CLI
$ gh skill install jumbocontext/cli reject-jumbo-goal --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/jumbocontext/cli.git skills-src && mkdir -p .claude/skills && cp -r skills-src/assets/skills/reject-jumbo-goal .claude/skills/reject-jumbo-goal && 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
reject-jumbo-goal
GitHub stars
276
Token cost
~650 tokens
SKILL.md length
326 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
AGPL-3.0

At a glance

A skill your agent uses when a Jumbo goal fails QA review and needs to be returned for rework.

  • Works in 3 steps: Document Review Issues → Reject the Goal → Communicate Next Steps
  • A Jumbo goal fails QA review and needs to be returned for rework
  • SKILL.md covers Why Rejection Quality Matters, Protocol and Rules
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Reject Jumbo Goal is an agent skill from jumbocontext/cli. Use when a Jumbo goal fails QA review and needs to be returned for rework. Records review issues and routes the goal back to the implementing agent with actionable feedback.

Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. The repository describes itself as: Memory and Context Orchestration for Coding Agents. The licence is AGPL-3.0.

When your agent uses it

  • A Jumbo goal fails QA review and needs to be returned for rework

Example prompts

  • “/reject-jumbo-goal”

Workflow steps

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

  1. Document Review Issues
  2. Reject the Goal
  3. Communicate Next Steps

What it can do on your machine

Read from SKILL.md and the folder at commit a02a339. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    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

Reject Jumbo Goal loads about 650 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 326 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~650

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 passed

The automated check found no risky patterns in SKILL.md.

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 jumbocontext/cli at commit a02a339, republished under its AGPL-3.0 licence (© jumbocontext). 326 words, ~650 tokens.

Download SKILL.mdSave it as .claude/skills/reject-jumbo-goal/SKILL.md (or your agent's skills folder).
name
reject-jumbo-goal
description
Use when a Jumbo goal fails QA review and needs to be returned for rework. Records review issues and routes the goal back to the implementing agent with actionable feedback.

Reject Jumbo Goal

Prompt: Reject a Jumbo goal that failed QA review, recording the specific issues found so the implementing agent can address them and restart.

Why Rejection Quality Matters

When a goal is rejected, the implementing agent receives the review issues as its primary guidance for rework. Vague or incomplete rejection feedback causes wasted rework cycles — the agent guesses at what's wrong, fixes the wrong things, and resubmits with the same issues. Precise, actionable rejection feedback is the fastest path to a passing review.

Protocol

1. Document Review Issues

Before rejecting, ensure you have a clear, specific list of every issue found during QA review. Each issue must be:

  • Specific: Reference exact files, functions, or behaviors that are wrong.
  • Actionable: Describe what needs to change, not just what's wrong.
  • Traceable: Link back to the success criterion, invariant, or guideline that was violated.
2. Reject the Goal
bash
jumbo goal reject --id <goal-id> --issues "<detailed review issues>"

The rejection output confirms:

  • The goal ID and objective
  • The goal's status (returned to a reworkable state)
  • The review issues recorded for the implementing agent
3. Communicate Next Steps

After rejection, the implementing agent should:

  1. Address every review issue documented in the rejection.
  2. Restart the goal to reload context:
    bash
    jumbo goal start --id <goal-id>
  3. Re-implement the fixes within the original scope and constraints.
  4. Resubmit for review:
    bash
    jumbo goal submit --id <goal-id>

If a next goal is queued, its ID will be displayed for reference, but the rejected goal takes priority.

Rules

  1. Never reject without specific issues. Every rejection must include actionable feedback the implementing agent can act on.
  2. Never combine rejection with rework. The rejecting agent reviews; the implementing agent fixes. Do not attempt both roles.
  3. Always reference violated criteria. Tie each issue back to a success criterion, invariant, or guideline so the implementing agent understands the standard.
  4. Keep issues structured. Use numbered or bulleted lists. One issue per point. No walls of text.
  5. Never reject for out-of-scope concerns. Only reject for issues within the goal's defined scope and criteria.

© jumbocontext, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in assets/skills/reject-jumbo-goal of jumbocontext/cli.

Open the folder on GitHubat commit a02a339

Compare with similar skills

Reject Jumbo Goal 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.

Reject Jumbo Goal compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Reject Jumbo Goal this skilljumbocontext/cli276—~650Automated safety check: PassAGPL-3.0
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k10 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers297k2 repos~5.1kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79689 repos~8.2kAutomated safety check: PassApache-2.0

Similar skills

  • MCP Server Builder

    anthropics/skills

    Official

    Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

    180k GitHub starsUsed in 63 repos~2.3k tokens
    Agent WorkflowsAuto-check passed

  • Hook Development for Claude Code Plugins

    anthropics/claude-plugins-official

    Official

    Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.

    38k GitHub starsUsed in 10 repos~4.1k tokens
    Agent WorkflowsAuto-check: notes

  • Using Superpowers

    farm-fe/farm

    A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

    5.6k GitHub starsUsed in 35 repos~1.4k tokens
    Agent WorkflowsAuto-check passed

  • Executing Plans Inline

    obra/superpowers

    Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.

    297k GitHub starsUsed in 2 repos~5.1k tokens
    Agent WorkflowsAuto-check passed

  • Skill Creator

    Azure/azqr

    Official

    Create new skills, modify and improve existing skills, and measure skill performance.

    796 GitHub starsUsed in 89 repos~8.2k tokens
    Agent WorkflowsAuto-check passed

  • Claude Code Agent Development

    anthropics/claude-plugins-official

    Official

    Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.

    38k GitHub starsUsed in 7 repos~2.8k tokens
    Agent WorkflowsAuto-check passed

More from jumbocontext/cli

All 13 skills in this repo

  • Codify Jumbo Goal

    jumbocontext/cli

    A skill your agent uses when a Jumbo goal has been approved by QA review and needs architectural reconciliation before closing.

    276 GitHub stars~1.2k tokensUpdated 16 days ago
    Auto-check passed

  • Decompose Architecture Aggregate

    jumbocontext/cli

    A skill your agent uses when a project has Architecture data that needs migrating to fine-grained entities (Decisions, Invariants, Components, Dependencies).

    276 GitHub stars~881 tokensUpdated 16 days ago
    Auto-check passed

  • Define Jumbo Goals

    jumbocontext/cli

    Add Jumbo goals liberally to decompose objectives into finite units of work with bounded context.

    276 GitHub stars~2.9k tokensUpdated 16 days ago
    Auto-check passed

  • Jumbo Add Guideline

    jumbocontext/cli

    Use liberally when the user expresses a preference about how work should be done — coding style, process, testing approach, communication style.

    276 GitHub stars~522 tokensUpdated 16 days ago
    Auto-check passed

  • Refine Jumbo Goals

    jumbocontext/cli

    A skill your agent uses when Jumbo goals need refinement before implementation.

    276 GitHub stars~1.9k tokensUpdated 16 days ago
    Auto-check passed

  • Review Jumbo Goal

    jumbocontext/cli

    A skill your agent uses when a Jumbo goal needs QA review after implementation.

    276 GitHub stars~1k tokensUpdated 16 days ago
    Auto-check passed

Categories

Questions about Reject Jumbo Goal

What does Reject Jumbo Goal do?

A skill your agent uses when a Jumbo goal fails QA review and needs to be returned for rework. Reject Jumbo Goal is an agent skill from jumbocontext/cli. Use when a Jumbo goal fails QA review and needs to be returned for rework.

When should I use Reject Jumbo Goal?

Reject Jumbo Goal fits situations like: A Jumbo goal fails QA review and needs to be returned for rework.

How do I install Reject Jumbo Goal in Claude Code?

Run `npx skills add jumbocontext/cli --skill reject-jumbo-goal -a claude-code`. Or copy the skill folder (assets/skills/reject-jumbo-goal in jumbocontext/cli) into .claude/skills/reject-jumbo-goal in your project. Claude Code loads it when a task matches its description.

How do I install Reject Jumbo Goal in Codex?

Run `npx skills add jumbocontext/cli --skill reject-jumbo-goal -a codex`. Or copy the skill folder (assets/skills/reject-jumbo-goal in jumbocontext/cli) into .agents/skills/reject-jumbo-goal in your project. Codex loads it when a task matches its description.

Can I use Reject Jumbo Goal 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 jumbocontext/cli --skill reject-jumbo-goal -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reject-jumbo-goal, .gemini/skills/reject-jumbo-goal, .github/skills/reject-jumbo-goal and .opencode/skills/reject-jumbo-goal in your project.

What does Reject Jumbo Goal need to run?

SKILL.md names no scripts, command-line tools or credentials: Reject Jumbo Goal is instructions for the agent only.

Does Reject Jumbo Goal 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 Reject Jumbo Goal safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Reject Jumbo Goal use?

Reject Jumbo Goal is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Reject Jumbo Goal use?

About 650 tokens (SKILL.md is roughly 2.6k 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 Reject Jumbo Goal?

Skills that share tags, products or a category with Reject Jumbo Goal: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Reject Jumbo Goal?

jumbocontext (a GitHub organization) maintains it in jumbocontext/cli, which has 276 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on September 23, 2026.

Source: jumbocontext/cli on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.