Brainstorming
xpinjection/test-driven-spring-boot
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
A skill your agent uses when applying Hyperflow's orchestration doctrine in Codex, Antigravity, Grok, or another single-agent surface.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill hyperflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace hyperflow --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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/hyperflow/skills/hyperflow .claude/skills/hyperflow && rm -rf skills-srcUse ~/.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/
Install the "hyperflow" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/hyperflow/skills/hyperflow into .claude/skills/hyperflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hyperflow", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/hyperflow/skills/hyperflowType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill hyperflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace hyperflow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ai-agency/hyperflow/skills/hyperflow .agents/skills/hyperflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hyperflow" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/hyperflow/skills/hyperflow into .agents/skills/hyperflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hyperflow", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill hyperflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace hyperflow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ai-agency/hyperflow/skills/hyperflow .cursor/skills/hyperflow && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "hyperflow" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/hyperflow/skills/hyperflow into .cursor/skills/hyperflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hyperflow", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path plugins/ai-agency/hyperflow/skills/hyperflow--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill hyperflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace hyperflow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ai-agency/hyperflow/skills/hyperflow .gemini/skills/hyperflow && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "hyperflow" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/hyperflow/skills/hyperflow into .gemini/skills/hyperflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hyperflow", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace hyperflowInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill hyperflow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ai-agency/hyperflow/skills/hyperflow .github/skills/hyperflow && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "hyperflow" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/hyperflow/skills/hyperflow into .github/skills/hyperflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hyperflow", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill hyperflow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace hyperflow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ai-agency/hyperflow/skills/hyperflow .opencode/skills/hyperflow && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "hyperflow" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/hyperflow/skills/hyperflow into .opencode/skills/hyperflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hyperflow", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
hyperflowA skill your agent uses when applying Hyperflow's orchestration doctrine in Codex, Antigravity, Grok, or another single-agent surface.
Hyperflow is an agent skill from jeremylongshore/tons-of-skills-marketplace. Use when applying Hyperflow's orchestration doctrine in Codex, Antigravity, Grok, or another single-agent surface. Auto-invoke for non-trivial engineering work: build, implement, add, refactor, debug, fix, review, audit, plan, scope, design, brainstorm, ship, or deploy. Trigger with /hyperflow:hyperflow, "use hyperflow", "apply the doctrine", or automatically on any task-shaped message.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 36 other files (for example `DOCTRINE.md`, `adaptive-brainstorming.md` and `artefact-format.md`). Compatibility notes: Portable doctrine — Claude Code, Codex App/CLI, OpenCode, Antigravity, Cursor, Grok
It sits in Agent Workflows, covering Brainstorming. 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.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 23ea8d4. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGlobGrepAgentSkillAskUserQuestionWebSearchWebFetch…and 6 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Portable doctrine — Claude Code, Codex App/CLI, OpenCode, Antigravity, Cursor, Grok
From compatibility in the SKILL.md frontmatter.
Hyperflow loads about 2.3k tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 1,061 words of instructions outside code blocks.
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.
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.
The full file from jeremylongshore/tons-of-skills-marketplace at commit 23ea8d4, republished under its MIT licence (© jeremylongshore). 1,061 words, ~2,332 tokens.
.claude/skills/hyperflow/SKILL.md (or your agent's skills folder). This skill also uses 36 other files; get the full folder from GitHub.Apply Hyperflow's behavioral floor in surfaces that load skills but do not provide the full Claude Code multi-agent runtime.
Codex, OpenCode, Antigravity, and Grok often run one foreground agent (or a host-specific subagent API). Where the full doctrine says to dispatch parallel workers under reviewers:
spawn_subagent).These hosts load Hyperflow as skills, not as native Claude-style slash commands. Treat these user messages as function aliases and execute the matching skill workflow inline in the current thread:
| User says | Run |
|---|---|
/hyperflow:plan, hyperflow plan, design with hyperflow, decompose with hyperflow | plan |
/hyperflow:dispatch, hyperflow dispatch, run the hyperflow plan | dispatch |
/hyperflow:workflow, hyperflow workflow, run a workflow | workflow |
/hyperflow:trace, hyperflow trace, debug with hyperflow | trace |
/hyperflow:audit, hyperflow audit, review with hyperflow | audit |
/hyperflow:deploy, hyperflow deploy, ship with hyperflow | deploy |
/hyperflow:cache, hyperflow cache | cache |
/hyperflow:status, hyperflow status | status |
/hyperflow:sticky, hyperflow sticky | sticky |
/hyperflow:bridge, hyperflow bridge | bridge |
/hyperflow:flush, hyperflow flush | flush |
/hyperflow:background, hyperflow background | background |
/hyperflow:scaffold, hyperflow scaffold | scaffold |
Do not answer that /hyperflow:* is an unknown command on these surfaces. Strip the alias, load the matching skills/<name>/SKILL.md, and follow its workflow. If that workflow says to use unavailable Claude Code tools (Agent, Skill, or AskUserQuestion), emulate them: do worker/reviewer steps inline with visible labels, continue chained skills inline, and use the interaction fallback below when a structured question UI is missing.
When Codex exposes multi-agent tools, map Hyperflow agent dispatches to Codex subagents instead of falling back to inline work:
Agent worker/searcher/writer calls map to Codex worker or explorer subagents.multi_agent_v1.spawn_agent, use agent_type: worker for implementer/writer execution and agent_type: explorer for search/codebase-research tasks, then collect results before review.low for trivial docs/config checks, medium for normal planning/review, high for debugging, architecture, security, or final integration review.xhigh.When Codex does not expose subagent tools in the current session, use the single-agent port above: execute worker/reviewer phases inline with clear labels and continue.
Grok CLI / Grok Build loads skills from ~/.grok/skills/, project .grok/skills/, and compatible Claude/Cursor skill dirs. Project rules come from AGENTS.md / CLAUDE.md and .grok/rules/. Runtime signal often includes GROK_AGENT=1.
When Grok exposes spawn_subagent, map Hyperflow dispatches as follows:
| Hyperflow role | Grok subagent_type |
|---|---|
| implementer / writer / general worker | general-purpose |
| searcher / codebase research | explore |
| plan-only research (no file writes) | plan |
domain specialists (architect, security-reviewer, …) | matching type if registered; else general-purpose with the specialist charter in the prompt |
GROK_SUBAGENTS=0 or config), run worker/reviewer phases inline with clear labels.AskUserQuestion tool for structural gates when available.Agent tool calls; use spawn_subagent or inline work.For /hyperflow:workflow, use the portable workflow adapter (Codex / OpenCode / Grok branches in the workflow skill) instead of falling back to scope: research and planning, .hyperflow/tasks/ progress tracking when needed, parallel subagents when exposed, inline worker/reviewer phases otherwise, adversarial verification, quality gates, per-task conventional commits, and final synthesis. Do not describe this as native Claude Code dynamic workflow support.
These hosts may not expose Claude Code's Skill handoff tool. Treat every Hyperflow handoff as an inline auto-chain:
plan runs amplify → design → decompose inline, then stops at its build-location gate (always asked). It never auto-implements: on "this session" it continues into dispatch inline; on "another session" it writes a handoff package; on "stop" it keeps the plan.dispatch offers audit and deploy structural gates, then runs the selected follow-up inline.audit fix gates continue into plan with the generated audit-fix task (which then stops at its own build-location gate).Do not stop with "Skill tool unavailable". Auto-chain is a behavior contract, not a host API requirement.
When a host lacks a structured question UI (or AskUserQuestion is unavailable), do not skip the question or silently choose the recommended option. Render the same structural gate as a concise chat block and wait for the user's answer:
Hyperflow Question
<question>
1. <recommended option> (Recommended) — <short consequence>
2. <option> — <short consequence>Use this fallback for every required clarification or structural gate: Amplify handoff, Spec chain mode, Spec brainstorming questions, Scope ambiguity questions, Dispatch audit/deploy gates, Audit fix gate, Deploy commit-inclusion and push gates, and any security/irreversibility escalation. It is still banned to ask invented confirmation questions such as "should I proceed?".
On Grok, prefer the native AskUserQuestion tool when present; use the chat-block fallback only if that tool is missing.
low for trivial docs/config checks, medium for normal planning/review, and high for debugging, architecture, security, and final integration.xhigh)..hyperflow/.security.md.| Intent | Workflow |
|---|---|
brainstorm, design, explore, "should we" | Research first, ask material questions, then propose approaches |
scope, decompose, "plan out" | Map affected files, then write a task graph under .hyperflow/tasks/ |
big task, large migration, repo-wide audit, run a workflow, dynamic workflow | Use the workflow skill: Claude Code native workflow, or Codex/OpenCode/Grok portable adapter, otherwise decompose through scope |
build, implement, add, refactor | Decompose, execute batches, self-review, commit per task |
debug, fix it, "why is X failing" | Root-cause before patching |
audit, review, "check for issues" | Review findings first, then offer/apply fixes |
ship, push, release, deploy | Run gates, commit/release, ask before push |
For full multi-agent doctrine, read DOCTRINE.md and the linked reference files in this directory.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 36 other files in plugins/ai-agency/hyperflow/skills/hyperflow of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit 23ea8d4
Hyperflow 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Hyperflow this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Brainstormingxpinjection/test-driven-spring-boot | 112 | 54 repos | ~2.6k | Automated safety check: Pass | MIT | |
| LLM Councilgcpdev/llm-council-skill | 461 | 1 repos | ~1k | Automated safety check: Notes | MIT | |
| Typesafe AIOpenAgentsInc/openagents | 455 | 9 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Yao Meta Skillyaojingang/yao-meta-skill | 2.7k | — | ~768 | Automated safety check: Pass | MIT | |
| Trellis StartROYIANS/foliq-print-template-designer | 135 | 6 repos | ~646 | Automated safety check: Pass | MIT |
xpinjection/test-driven-spring-boot
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
gcpdev/llm-council-skill
Multi-LLM collaborative brainstorming and planning. An agent skill from gcpdev/llm-council-skill.
OpenAgentsInc/openagents
Build AI-powered software with TypeSafe: small units of AI intelligence you can use like programming primitives.
yaojingang/yao-meta-skill
Create, improve, or evaluate an existing skill from workflows, prompts, SOPs, scripts.
ROYIANS/foliq-print-template-designer
Initializes an AI development session by reading workflow guides, developer identity, git status, active tasks, and project guidelines from .trellis/.
jnMetaCode/superpowers-zh
Turns a rough idea into an approved design before any code is written, sorting the request into spike, bounded or architectural and enforcing an approval gate.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin.
jeremylongshore/tons-of-skills-marketplace
Execute this skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin.
jeremylongshore/tons-of-skills-marketplace
Process identify anomalies and outliers in datasets using machine learning algorithms.
jeremylongshore/tons-of-skills-marketplace
Build this skill enables AI assistant to provide interpretability and explainability for machine learning models.
jeremylongshore/tons-of-skills-marketplace
Execute this skill optimizes prompts for large language models (llms) to reduce token usage, lower costs, and improve performance.
Categories
A skill your agent uses when applying Hyperflow's orchestration doctrine in Codex, Antigravity, Grok, or another single-agent surface. Hyperflow is an agent skill from jeremylongshore/tons-of-skills-marketplace. Use when applying Hyperflow's orchestration doctrine in Codex, Antigravity, Grok, or another single-agent surface.
Hyperflow fits situations like: applying Hyperflows orchestration doctrine in Codex; another single-agent surface; with /hyperflow:hyperflow; apply the doctrine.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill hyperflow -a claude-code`. Or copy the skill folder (plugins/ai-agency/hyperflow/skills/hyperflow in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/hyperflow in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill hyperflow -a codex`. Or copy the skill folder (plugins/ai-agency/hyperflow/skills/hyperflow in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/hyperflow in your project. Codex loads it when a task matches its description.
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 hyperflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hyperflow, .gemini/skills/hyperflow, .github/skills/hyperflow and .opencode/skills/hyperflow in your project.
SKILL.md names no scripts, command-line tools or credentials: Hyperflow is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Agent, Skill, AskUserQuestion, WebSearch, WebFetch, Bash(git:*), Bash(gh:*), Bash(npm:*), Bash(pnpm:*), Bash(npx:*), Bash(python3:*). Compatibility (from SKILL.md): Portable doctrine — Claude Code, Codex App/CLI, OpenCode, Antigravity, Cursor, Grok.
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.
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.
Hyperflow is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Hyperflow: Brainstorming (xpinjection/test-driven-spring-boot, 112 stars), LLM Council (gcpdev/llm-council-skill, 461 stars), Typesafe AI (OpenAgentsInc/openagents, 455 stars) and Yao Meta Skill (yaojingang/yao-meta-skill, 2.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,821 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 8, 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.