Continuous Agent Loop
affaan-m/ECC
Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
Slate v2 Autoresearch daily driver. An agent skill from udecode/plate.
Install Slate Ar Next
$ npx skills add udecode/plate --skill slate-ar-next -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install udecode/plate slate-ar-next --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/udecode/plate.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/slate-ar-next .claude/skills/slate-ar-next && 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 "slate-ar-next" agent skill from https://github.com/udecode/plate/tree/main/.agents/skills/slate-ar-next into .claude/skills/slate-ar-next/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "slate-ar-next", 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/udecode/plate/tree/main/.agents/skills/slate-ar-nextType 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 udecode/plate --skill slate-ar-next -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install udecode/plate slate-ar-next --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/udecode/plate.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/slate-ar-next .agents/skills/slate-ar-next && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "slate-ar-next" agent skill from https://github.com/udecode/plate/tree/main/.agents/skills/slate-ar-next into .agents/skills/slate-ar-next/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "slate-ar-next", 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 udecode/plate --skill slate-ar-next -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install udecode/plate slate-ar-next --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/udecode/plate.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/slate-ar-next .cursor/skills/slate-ar-next && 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 "slate-ar-next" agent skill from https://github.com/udecode/plate/tree/main/.agents/skills/slate-ar-next into .cursor/skills/slate-ar-next/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "slate-ar-next", 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/udecode/plate.git --path .agents/skills/slate-ar-next--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 udecode/plate --skill slate-ar-next -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install udecode/plate slate-ar-next --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/udecode/plate.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/slate-ar-next .gemini/skills/slate-ar-next && 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 "slate-ar-next" agent skill from https://github.com/udecode/plate/tree/main/.agents/skills/slate-ar-next into .gemini/skills/slate-ar-next/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "slate-ar-next", 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 udecode/plate slate-ar-nextInstalls 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 udecode/plate --skill slate-ar-next -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/udecode/plate.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/slate-ar-next .github/skills/slate-ar-next && 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 "slate-ar-next" agent skill from https://github.com/udecode/plate/tree/main/.agents/skills/slate-ar-next into .github/skills/slate-ar-next/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "slate-ar-next", 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 udecode/plate --skill slate-ar-next -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install udecode/plate slate-ar-next --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/udecode/plate.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/slate-ar-next .opencode/skills/slate-ar-next && 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 "slate-ar-next" agent skill from https://github.com/udecode/plate/tree/main/.agents/skills/slate-ar-next into .opencode/skills/slate-ar-next/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "slate-ar-next", 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
slate-ar-next- GitHub stars
- 17k
- Token cost
- ~637 tokens
- SKILL.md length
- 305 words
- Files
- 1
- Skills in repo
- 78
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Slate v2 Autoresearch daily driver. An agent skill from udecode/plate.
- Works in 5 steps: run slate-ar-status behavior; → identify the strongest current blocker… → choose exactly one next owner; → …
- Tasks that involve Quality gates
- SKILL.md covers Contract, Routing and Handoff
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Slate Ar Next is an agent skill from udecode/plate. Slate v2 Autoresearch daily driver. Reads current state, chooses the best next owner, and runs one safe next step without making the user pick quality/gate/perf/patch/finalize details.
Its SKILL.md is about 640 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 Testing & QA, covering Quality gates and Autonomous loops. The repository describes itself as: Rich-text editor with AI and shadcn/ui.
When your agent uses it
- Tasks that involve Quality gates
- Tasks that involve Autonomous loops
Example prompts
- “/slate-ar-next”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- run slate-ar-status behavior;
- identify the strongest current blocker or opportunity;
- choose exactly one next owner;
- run one safe step only;
- report metric/check result and the next recommended owner.
What it can do on your machine
Read from SKILL.md and the folder at commit 6f3815d. 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
Slate Ar Next loads about 637 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 305 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 305 words (~637 tokens).
- name
- slate-ar-next
- argument-hint
- [optional surface or hint]
- disable-model-invocation
- true
Files
Just SKILL.md in .agents/skills/slate-ar-next of udecode/plate.
Open the folder on GitHubat commit 6f3815d
Compare with similar skills
Slate Ar Next 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 |
|---|---|---|---|---|---|---|
| Slate Ar Next this skilludecode/plate | 17k | — | ~637 | Automated safety check: Pass | Custom licence | |
| Continuous Agent Loopaffaan-m/ECC | 276k | 5 repos | ~298 | Automated safety check: Pass | MIT | |
| Long Horizon Promptingguanyang/open-agent-hub | 977 | 1 repos | ~6.4k | Automated safety check: Pass | MIT | |
| Self Improvement Loopsguanyang/open-agent-hub | 977 | 1 repos | ~5.6k | Automated safety check: Pass | MIT | |
| Backend Ralph Planaiskillstore/marketplace | 430 | — | ~1.9k | Automated safety check: Notes | None | |
| Feature Plannerserendipity1004/cc-feature-implementer | 176 | — | ~2.4k | Automated safety check: Pass | None |
Similar skills
Long Horizon Prompting
guanyang/open-agent-hub
This skill should be used when writing, enhancing, or evaluating the launch prompt for a long-running autonomous agent or a parallel multi-agent orchestration attacking a hard problem: pseudo-formal…
Self Improvement Loops
guanyang/open-agent-hub
This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that…
Backend Ralph Plan
aiskillstore/marketplace
Create a structured plan directory with Ralph Wiggum Loop integration for backend Django projects.
Feature Planner
serendipity1004/cc-feature-implementer
Creates phase-based feature plans with quality gates and incremental delivery structure.
Ccg Workflow
fengshao1227/ccg-workflow
How to run a non-trivial change end to end with the CCG role tools (ccganalyze / ccgdesign / ccgbuild / ccgdebug / ccgoptimize / ccgreview / ccgtest) and the verify- quality gates.
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Related
Categories
Questions about Slate Ar Next
What does Slate Ar Next do?
Slate v2 Autoresearch daily driver. An agent skill from udecode/plate. Slate Ar Next is an agent skill from udecode/plate. Slate v2 Autoresearch daily driver.
When should I use Slate Ar Next?
Slate Ar Next fits situations like: tasks that involve Quality gates; tasks that involve Autonomous loops.
How do I install Slate Ar Next in Claude Code?
Run `npx skills add udecode/plate --skill slate-ar-next -a claude-code`. Or copy the skill folder (.agents/skills/slate-ar-next in udecode/plate) into .claude/skills/slate-ar-next in your project. Claude Code loads it when a task matches its description.
How do I install Slate Ar Next in Codex?
Run `npx skills add udecode/plate --skill slate-ar-next -a codex`. Or copy the skill folder (.agents/skills/slate-ar-next in udecode/plate) into .agents/skills/slate-ar-next in your project. Codex loads it when a task matches its description.
Can I use Slate Ar Next 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 udecode/plate --skill slate-ar-next -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/slate-ar-next, .gemini/skills/slate-ar-next, .github/skills/slate-ar-next and .opencode/skills/slate-ar-next in your project.
What does Slate Ar Next need to run?
SKILL.md names no scripts, command-line tools or credentials: Slate Ar Next is instructions for the agent only.
Does Slate Ar Next 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 Slate Ar Next 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 Slate Ar Next use?
Slate Ar Next has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Slate Ar Next use?
About 637 tokens (SKILL.md is roughly 2.5k 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 Slate Ar Next?
Skills that share tags, products or a category with Slate Ar Next: Continuous Agent Loop (affaan-m/ECC, 276k stars), Long Horizon Prompting (guanyang/open-agent-hub, 977 stars), Self Improvement Loops (guanyang/open-agent-hub, 977 stars) and Backend Ralph Plan (aiskillstore/marketplace, 430 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Slate Ar Next?
udecode (a GitHub organization) maintains it in udecode/plate, which has 16,646 GitHub stars. The repository holds 78 skills in this directory. The repository was last updated on October 8, 2026.
Source: udecode/plate on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.