LLM Council
rohitg00/pro-workflow
Provider-agnostic multi-LLM deliberation. An agent skill from rohitg00/pro-workflow.
Delegate well-scoped coding issues to a SWE-AF node as a cheap sub-harness via implementissue, then collect and merge the returned branches.
$ npx skills add Agent-Field/SWE-AF --skill delegate-issue -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Agent-Field/SWE-AF delegate-issue --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/Agent-Field/SWE-AF.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/delegate-issue .claude/skills/delegate-issue && 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 "delegate-issue" agent skill from https://github.com/Agent-Field/SWE-AF/tree/main/.claude/skills/delegate-issue into .claude/skills/delegate-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegate-issue", 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/Agent-Field/SWE-AF/tree/main/.claude/skills/delegate-issueType 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 Agent-Field/SWE-AF --skill delegate-issue -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Agent-Field/SWE-AF delegate-issue --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Agent-Field/SWE-AF.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/delegate-issue .agents/skills/delegate-issue && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "delegate-issue" agent skill from https://github.com/Agent-Field/SWE-AF/tree/main/.claude/skills/delegate-issue into .agents/skills/delegate-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegate-issue", 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 Agent-Field/SWE-AF --skill delegate-issue -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Agent-Field/SWE-AF delegate-issue --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Agent-Field/SWE-AF.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/delegate-issue .cursor/skills/delegate-issue && 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 "delegate-issue" agent skill from https://github.com/Agent-Field/SWE-AF/tree/main/.claude/skills/delegate-issue into .cursor/skills/delegate-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegate-issue", 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/Agent-Field/SWE-AF.git --path .claude/skills/delegate-issue--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 Agent-Field/SWE-AF --skill delegate-issue -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Agent-Field/SWE-AF delegate-issue --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Agent-Field/SWE-AF.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/delegate-issue .gemini/skills/delegate-issue && 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 "delegate-issue" agent skill from https://github.com/Agent-Field/SWE-AF/tree/main/.claude/skills/delegate-issue into .gemini/skills/delegate-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegate-issue", 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 Agent-Field/SWE-AF delegate-issueInstalls 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 Agent-Field/SWE-AF --skill delegate-issue -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Agent-Field/SWE-AF.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/delegate-issue .github/skills/delegate-issue && 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 "delegate-issue" agent skill from https://github.com/Agent-Field/SWE-AF/tree/main/.claude/skills/delegate-issue into .github/skills/delegate-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegate-issue", 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 Agent-Field/SWE-AF --skill delegate-issue -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Agent-Field/SWE-AF delegate-issue --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Agent-Field/SWE-AF.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/delegate-issue .opencode/skills/delegate-issue && 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 "delegate-issue" agent skill from https://github.com/Agent-Field/SWE-AF/tree/main/.claude/skills/delegate-issue into .opencode/skills/delegate-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "delegate-issue", 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.
delegate-issueDelegate well-scoped coding issues to a SWE-AF node as a cheap sub-harness via implementissue, then collect and merge the returned branches.
Delegate Issue is an agent skill from Agent-Field/SWE-AF. Delegate well-scoped coding issues to a SWE-AF node as a cheap sub-harness via implementissue, then collect and merge the returned branches. Use when the user asks to offload, delegate, or fan out scoped tasks to SWE-AF / swe-planner / swe-fast, or when several independent, fully-specified changes could run in parallel without burning main-harness tokens.
Its SKILL.md is about 1.1k 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. It works with OpenRouter. The repository describes itself as: Autonomous software engineering fleet of AI agents for production-grade PRs on AgentField: plan, code, test, and ship. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 17d3160. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
curlgitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use curl and git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
AGENTFIELD_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Delegate Issue loads about 1.1k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 470 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 Agent-Field/SWE-AF at commit 17d3160, republished under its Apache-2.0 licence (© Agent-Field). 470 words, ~1,144 tokens.
.claude/skills/delegate-issue/SKILL.md (or your agent's skills folder).You are the main harness. SWE-AF is the sub-harness: it implements one fully-scoped issue per call on an isolated branch, using cheap models, and hands the branch back. You keep planning, merging, review, and CI.
Delegate an issue only when ALL of these hold:
Do NOT delegate: vague feature requests (use swe-planner.build instead),
changes to files you are editing yourself right now, or anything whose spec
you'd have to guess. Garbage spec in → garbage branch out.
# Control plane up and the node registered?
curl -s ${AGENTFIELD_SERVER:-http://localhost:8080}/api/v1/nodes | grep -o '"swe-[a-z-]*"' | sort -uPick the node (swe-planner, swe-fast, or the -go twins — the
implement_issue surface is identical). If an X-API-Key is configured for
the control plane, add -H "X-API-Key: $AGENTFIELD_API_KEY" to every curl.
Write the spec from YOUR context — the whole point is that the sub-harness
skips planning. Required: title, description. Strongly recommended:
acceptance_criteria (verifier checks these), files_to_modify /
files_to_create, testing_strategy. Set needs_deeper_qa: true only for
risky/interface-heavy changes (doubles the review cost per iteration).
Commit (or at least be aware of) your local state first: the issue branch is created from the committed base, so your uncommitted edits are invisible to it.
curl -s -X POST ${AGENTFIELD_SERVER:-http://localhost:8080}/api/v1/execute/async/swe-planner.implement_issue \
-H "Content-Type: application/json" \
-d @issue.jsonwith issue.json shaped like:
{
"input": {
"issue": {
"title": "...",
"description": "...",
"acceptance_criteria": ["..."],
"files_to_modify": ["..."],
"testing_strategy": "..."
},
"repo_path": "/abs/path/to/checkout",
"base_branch": "main",
"config": { "models": { "default": "haiku" } }
}
}Capture execution_id from the 202 response. Track every in-flight
delegation in your todo list (one item per execution_id).
Cap fan-out at 3 concurrent delegations per repo unless the user explicitly asks for more — each one is a paid multi-agent run, and an unbounded loop of delegations is a surprise bill. Never re-fire a delegation just because it is slow; poll it.
# Terminal status + result
curl -s $SERVER/api/v1/executions/<execution_id>
# Live agent notes (what the coder/reviewer are doing)
curl -s $SERVER/api/v1/executions/<execution_id>/notesPoll on a backoff (30–60s is plenty; a typical issue lands in 10–30 min).
Batch-check several: POST /api/v1/executions/batch-status with
{"execution_ids": [...]}.
The execution's result is an IssueBuildResult:
success: true → branch holds the implementation
(issue/<build_id>-<slug>). Review the diff yourself
(git diff main...<branch>), run YOUR test gate, then merge:
git merge --no-ff <branch> (or cherry-pick), and delete the branch.success: false with a branch → partial work was salvaged. Triage:
read verification / debt_items / error_message, then either fix
forward on the branch yourself, re-delegate with a sharpened spec, or drop
the branch (git branch -D).success: false with branch: "" → nothing usable was produced; the
sub-harness already cleaned up. Sharpen the spec before retrying — do not
retry verbatim.After merging all accepted branches, run the project's full test suite once yourself before reporting done. The sub-harness verifier is a per-issue check, not your integration gate.
© Agent-Field, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/delegate-issue of Agent-Field/SWE-AF.
Open the folder on GitHubat commit 17d3160
Delegate Issue 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 |
|---|---|---|---|---|---|---|
| Delegate Issue this skillAgent-Field/SWE-AF | 1k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| LLM Councilrohitg00/pro-workflow | 2.9k | — | ~1.1k | Automated safety check: Pass | None | |
| Droid Model Setupnikships/droidproxy | 122 | — | ~2k | Automated safety check: Pass | MIT | |
| Claudish UsageMadAppGang/claudish | 1k | — | ~9k | Automated safety check: Pass | None | |
| Watchmen Setupfirstbatchxyz/watchmen | 296 | — | ~1.2k | Automated safety check: Notes | MIT | |
| Deliberationantonbabenko/deliberation | 169 | — | ~3.8k | Automated safety check: Pass | MIT |
rohitg00/pro-workflow
Provider-agnostic multi-LLM deliberation. An agent skill from rohitg00/pro-workflow.
nikships/droidproxy
Configure any third-party model as a custom model in Factory Droid (~/.factory/settings.json): resolve specs (context window, max output tokens, reasoning efforts), write a safe config entry, set…
MadAppGang/claudish
CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with any AI model (OpenRouter, Gemini, OpenAI, local models).
firstbatchxyz/watchmen
Sets up watchmen on the current machine: installs the CLI, hands off the init wizard, wires the plugin and statusline into Claude Code and Codex, and verifies with doctor.
antonbabenko/deliberation
When and how to delegate to GPT, Gemini, Grok, and OpenRouter expert subagents via the deliberation MCP tools.
tloncorp/tlon-apps
Answer questions about Tlon, Urbit, Tlon Messenger, Tlonbot, and OpenClaw — what they are, how they work, and how to use them.
Agent-Field/SWE-AF
Autonomous engineering team runtime — one API call spins up coordinated AI agents to scope, build, and ship software.
Works with
Categories
Delegate well-scoped coding issues to a SWE-AF node as a cheap sub-harness via implementissue, then collect and merge the returned branches. Delegate Issue is an agent skill from Agent-Field/SWE-AF. Delegate well-scoped coding issues to a SWE-AF node as a cheap sub-harness via implementissue, then collect and merge the returned branches.
Delegate Issue fits situations like: the user asks to offload; fan out scoped tasks to SWE-AF / swe-planner / swe-fast; several independent; fully-specified changes could run in parallel without burning main-harness tokens.
Run `npx skills add Agent-Field/SWE-AF --skill delegate-issue -a claude-code`. Or copy the skill folder (.claude/skills/delegate-issue in Agent-Field/SWE-AF) into .claude/skills/delegate-issue in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Agent-Field/SWE-AF --skill delegate-issue -a codex`. Or copy the skill folder (.claude/skills/delegate-issue in Agent-Field/SWE-AF) into .agents/skills/delegate-issue 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 Agent-Field/SWE-AF --skill delegate-issue -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/delegate-issue, .gemini/skills/delegate-issue, .github/skills/delegate-issue and .opencode/skills/delegate-issue in your project.
Going by SKILL.md and its folder, Delegate Issue needs the command-line tools its instructions call (curl and git) and credentials named AGENTFIELD_API_KEY. Our summary lists: A credential in AGENTFIELD_API_KEY.
SKILL.md contains no URLs. Its commands use curl and git, which can reach the network depending on how they are called. 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.
Delegate Issue is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.6k 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 Delegate Issue: LLM Council (rohitg00/pro-workflow, 2.9k stars), Droid Model Setup (nikships/droidproxy, 122 stars), Claudish Usage (MadAppGang/claudish, 1k stars) and Watchmen Setup (firstbatchxyz/watchmen, 296 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Agent-Field (a GitHub organization) maintains it in Agent-Field/SWE-AF, which has 1,032 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 24, 2026.
Source: Agent-Field/SWE-AF on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.