Promote
alirezarezvani/claude-skills
Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement.
A skill your agent uses when Emerge emits evidenceapplied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition.
MITAuto-check passed
Install Judge Promote Flywheel
$ npx skills add jianzhichun/emerge --skill judge-promote-flywheel -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jianzhichun/emerge judge-promote-flywheel --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/jianzhichun/emerge.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/judge-promote-flywheel .claude/skills/judge-promote-flywheel && 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 "judge-promote-flywheel" agent skill from https://github.com/jianzhichun/emerge/tree/main/skills/judge-promote-flywheel into .claude/skills/judge-promote-flywheel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-promote-flywheel", 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/jianzhichun/emerge/tree/main/skills/judge-promote-flywheelType 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 jianzhichun/emerge --skill judge-promote-flywheel -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jianzhichun/emerge judge-promote-flywheel --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jianzhichun/emerge.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/judge-promote-flywheel .agents/skills/judge-promote-flywheel && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "judge-promote-flywheel" agent skill from https://github.com/jianzhichun/emerge/tree/main/skills/judge-promote-flywheel into .agents/skills/judge-promote-flywheel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-promote-flywheel", 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 jianzhichun/emerge --skill judge-promote-flywheel -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jianzhichun/emerge judge-promote-flywheel --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jianzhichun/emerge.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/judge-promote-flywheel .cursor/skills/judge-promote-flywheel && 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 "judge-promote-flywheel" agent skill from https://github.com/jianzhichun/emerge/tree/main/skills/judge-promote-flywheel into .cursor/skills/judge-promote-flywheel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-promote-flywheel", 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/jianzhichun/emerge.git --path skills/judge-promote-flywheel--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 jianzhichun/emerge --skill judge-promote-flywheel -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jianzhichun/emerge judge-promote-flywheel --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jianzhichun/emerge.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/judge-promote-flywheel .gemini/skills/judge-promote-flywheel && 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 "judge-promote-flywheel" agent skill from https://github.com/jianzhichun/emerge/tree/main/skills/judge-promote-flywheel into .gemini/skills/judge-promote-flywheel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-promote-flywheel", 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 jianzhichun/emerge judge-promote-flywheelInstalls 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 jianzhichun/emerge --skill judge-promote-flywheel -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jianzhichun/emerge.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/judge-promote-flywheel .github/skills/judge-promote-flywheel && 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 "judge-promote-flywheel" agent skill from https://github.com/jianzhichun/emerge/tree/main/skills/judge-promote-flywheel into .github/skills/judge-promote-flywheel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-promote-flywheel", 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 jianzhichun/emerge --skill judge-promote-flywheel -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jianzhichun/emerge judge-promote-flywheel --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jianzhichun/emerge.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/judge-promote-flywheel .opencode/skills/judge-promote-flywheel && 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 "judge-promote-flywheel" agent skill from https://github.com/jianzhichun/emerge/tree/main/skills/judge-promote-flywheel into .opencode/skills/judge-promote-flywheel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-promote-flywheel", 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.
Facts
- Skill name
judge-promote-flywheel- GitHub stars
- 104
- Token cost
- ~298 tokens
- SKILL.md length
- 139 words
- Files
- 1
- Skills in repo
- 14
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when Emerge emits evidenceapplied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition.
- Works in 5 steps: Read the intent's current registry entry… → Inspect success rate, verify rate, human… → Compare the evidence with… → …
- Emerge emits evidenceapplied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition
- SKILL.md covers Workflow, Rules and Output
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Judge Promote Flywheel is an agent skill from jianzhichun/emerge. Use when Emerge emits evidenceapplied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition.
Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The licence is MIT.
When your agent uses it
- Emerge emits evidenceapplied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition
Example prompts
- “/judge-promote-flywheel”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Read the intent's current registry entry and recent transition history.
- Inspect success rate, verify rate, human fixes, bridge failures, and recent outcomes.
- Compare the evidence with connector-local risk notes.
- If promotion is justified, call the explicit stage mechanism tool provided by the runtime.
- If not justified, leave state unchanged and explain the missing evidence.
What it can do on your machine
Read from SKILL.md and the folder at commit 035db30. 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.
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
Judge Promote Flywheel loads about 298 tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 139 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.
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 jianzhichun/emerge at commit 035db30, republished under its MIT licence (© jianzhichun). 139 words, ~298 tokens.
Download SKILL.mdSave it as
.claude/skills/judge-promote-flywheel/SKILL.md (or your agent's skills folder).- name
- judge-promote-flywheel
- description
- Use when Emerge emits evidence_applied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition.
Judge Promote Flywheel
Use this when evidence_applied is visible. The registry stores facts; Claude evaluates whether they are enough for a requested transition.
Workflow
- Read the intent's current registry entry and recent transition history.
- Inspect success rate, verify rate, human fixes, bridge failures, and recent outcomes.
- Compare the evidence with connector-local risk notes.
- If promotion is justified, call the explicit stage mechanism tool provided by the runtime.
- If not justified, leave state unchanged and explain the missing evidence.
Rules
- Never edit
intents.jsondirectly. - Treat silent-empty bridge regressions as safety failures.
- Reads can tolerate smaller blast radius than irreversible writes, but evidence still must be real.
- This skill is guidance only until the runtime exposes an approved explicit stage transition tool.
Output
Return the recommended target stage or no_change, evidence reviewed, and the safety rationale.
© jianzhichun, MIT. 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 skills/judge-promote-flywheel of jianzhichun/emerge.
Open the folder on GitHubat commit 035db30
Compare with similar skills
Judge Promote Flywheel 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 |
|---|---|---|---|---|---|---|
| Judge Promote Flywheel this skilljianzhichun/emerge | 104 | — | ~298 | Automated safety check: Pass | MIT | |
| Promotealirezarezvani/claude-skills | 28k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Fact Check X Unifiedsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Fact Check X Completesickn33/agentic-awesome-skills | 47k | 1 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Fact CheckTHU-MAIC/OpenMAIC | 40k | — | ~1.9k | Automated safety check: Warn | MIT | |
| Fact Checkgarrytan/gbrain | 31k | — | ~5.2k | Automated safety check: Pass | MIT |
Similar skills
Fact Check X Unified
sickn33/agentic-awesome-skills
Fact-Check-X 流程编排能力，依次组织各方答案汇总、各方答案聚合（未核验）、权威核验后的最终答案和各方答案测评，生成可打开、可审计、可迁移的阶段产物与完整报告包。
Fact Check X Complete
sickn33/agentic-awesome-skills
Compare claims from one or more AI answers, verify their citations against public primary sources, and produce an evidence-linked fact-check report without installing a bundled browser runtime.
Fact Check
THU-MAIC/OpenMAIC
Improve factual reliability while creating or reviewing a course or supplied content.
Fact Check
garrytan/gbrain
Systematic claim-by-claim verification for any content before it ships.
JavaScript Concept Fact Checker
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Verifies the technical accuracy of JavaScript concept pages by checking code examples, MDN and ECMAScript claims and external links through a five-phase method.
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Questions about Judge Promote Flywheel
What does Judge Promote Flywheel do?
A skill your agent uses when Emerge emits evidenceapplied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition. Judge Promote Flywheel is an agent skill from jianzhichun/emerge. Use when Emerge emits evidenceapplied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition.
When should I use Judge Promote Flywheel?
Judge Promote Flywheel fits situations like: emerge emits evidenceapplied facts and Claude must review intent evidence before asking mechanism tools for an explicit stage transition.
How do I install Judge Promote Flywheel in Claude Code?
Run `npx skills add jianzhichun/emerge --skill judge-promote-flywheel -a claude-code`. Or copy the skill folder (skills/judge-promote-flywheel in jianzhichun/emerge) into .claude/skills/judge-promote-flywheel in your project. Claude Code loads it when a task matches its description.
How do I install Judge Promote Flywheel in Codex?
Run `npx skills add jianzhichun/emerge --skill judge-promote-flywheel -a codex`. Or copy the skill folder (skills/judge-promote-flywheel in jianzhichun/emerge) into .agents/skills/judge-promote-flywheel in your project. Codex loads it when a task matches its description.
Can I use Judge Promote Flywheel 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 jianzhichun/emerge --skill judge-promote-flywheel -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/judge-promote-flywheel, .gemini/skills/judge-promote-flywheel, .github/skills/judge-promote-flywheel and .opencode/skills/judge-promote-flywheel in your project.
What does Judge Promote Flywheel need to run?
SKILL.md names no scripts, command-line tools or credentials: Judge Promote Flywheel is instructions for the agent only.
Does Judge Promote Flywheel 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 Judge Promote Flywheel 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 Judge Promote Flywheel use?
Judge Promote Flywheel is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Judge Promote Flywheel use?
About 298 tokens (SKILL.md is roughly 1.2k 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 Judge Promote Flywheel?
Skills that share tags, products or a category with Judge Promote Flywheel: Promote (alirezarezvani/claude-skills, 28k stars), Fact Check X Unified (sickn33/agentic-awesome-skills, 47k stars), Fact Check X Complete (sickn33/agentic-awesome-skills, 47k stars) and Fact Check (THU-MAIC/OpenMAIC, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Judge Promote Flywheel?
jianzhichun (a GitHub user) maintains it in jianzhichun/emerge, which has 104 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on April 26, 2026.
Source: jianzhichun/emerge on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.