Workflow Schema Tuning
breaking-brake/cc-wf-studio
Guides edits to cc-wf-studio's workflow schema so AI agents generate better workflows, treating schema text as prompt engineering rather than validation.
Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files.
$ npx skills add Haohao-end/openagent --skill migrate-to-codex -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Haohao-end/openagent migrate-to-codex --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/Haohao-end/openagent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/api/internal/core/skills/catalog/migrate-to-codex .claude/skills/migrate-to-codex && 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 "migrate-to-codex" agent skill from https://github.com/Haohao-end/openagent/tree/main/api/internal/core/skills/catalog/migrate-to-codex into .claude/skills/migrate-to-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migrate-to-codex", 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/Haohao-end/openagent/tree/main/api/internal/core/skills/catalog/migrate-to-codexType 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 Haohao-end/openagent --skill migrate-to-codex -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Haohao-end/openagent migrate-to-codex --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Haohao-end/openagent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/api/internal/core/skills/catalog/migrate-to-codex .agents/skills/migrate-to-codex && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "migrate-to-codex" agent skill from https://github.com/Haohao-end/openagent/tree/main/api/internal/core/skills/catalog/migrate-to-codex into .agents/skills/migrate-to-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migrate-to-codex", 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 Haohao-end/openagent --skill migrate-to-codex -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Haohao-end/openagent migrate-to-codex --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Haohao-end/openagent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/api/internal/core/skills/catalog/migrate-to-codex .cursor/skills/migrate-to-codex && 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 "migrate-to-codex" agent skill from https://github.com/Haohao-end/openagent/tree/main/api/internal/core/skills/catalog/migrate-to-codex into .cursor/skills/migrate-to-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migrate-to-codex", 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/Haohao-end/openagent.git --path api/internal/core/skills/catalog/migrate-to-codex--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 Haohao-end/openagent --skill migrate-to-codex -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Haohao-end/openagent migrate-to-codex --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Haohao-end/openagent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/api/internal/core/skills/catalog/migrate-to-codex .gemini/skills/migrate-to-codex && 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 "migrate-to-codex" agent skill from https://github.com/Haohao-end/openagent/tree/main/api/internal/core/skills/catalog/migrate-to-codex into .gemini/skills/migrate-to-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migrate-to-codex", 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 Haohao-end/openagent migrate-to-codexInstalls 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 Haohao-end/openagent --skill migrate-to-codex -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Haohao-end/openagent.git skills-src && mkdir -p .github/skills && cp -r skills-src/api/internal/core/skills/catalog/migrate-to-codex .github/skills/migrate-to-codex && 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 "migrate-to-codex" agent skill from https://github.com/Haohao-end/openagent/tree/main/api/internal/core/skills/catalog/migrate-to-codex into .github/skills/migrate-to-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migrate-to-codex", 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 Haohao-end/openagent --skill migrate-to-codex -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Haohao-end/openagent migrate-to-codex --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Haohao-end/openagent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/api/internal/core/skills/catalog/migrate-to-codex .opencode/skills/migrate-to-codex && 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 "migrate-to-codex" agent skill from https://github.com/Haohao-end/openagent/tree/main/api/internal/core/skills/catalog/migrate-to-codex into .opencode/skills/migrate-to-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "migrate-to-codex", 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.
migrate-to-codexMigrate supported instruction files, skills, agents, and MCP config into Codex project and global files.
Migrate To Codex is an agent skill from Haohao-end/openagent. Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 23 other files, including scripts (for example `agents/openai.yaml`, `manifest.yaml` and `scripts/cli.py`).
It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: What if OpenAI Deep Research and Dify were one platform? OpenAgent — harness architecture for rapidly building vertical AI agents, with deep reasoning loops, visual workflows… The licence is Apache-2.0.
10 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 4013ab2. 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.
Ships 13 files in scripts/ (Python, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
codexFrom 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.
Migrate To Codex loads about 2k tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 943 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); the scripts in this folder are not scanned.
The full file from Haohao-end/openagent at commit 4013ab2, republished under its Apache-2.0 licence (© Haohao-end). 943 words, ~1,982 tokens.
.claude/skills/migrate-to-codex/SKILL.md (or your agent's skills folder). This skill also uses 19 other files; get the full folder from GitHub.Keep going until the selected migration is completely done: run the migrator, inspect the report, fix migrated Codex instructions/skills/agents/MCP config, and re-run checks without stopping to ask for confirmation of the next step. If the user has selected a target, do not ask before creating, editing, replacing, or deleting generated Codex artifacts in that target (AGENTS.md, .codex/, .agents/, or ~/.codex/). Preserve unrelated existing Codex config entries in .codex/config.toml or ~/.codex/config.toml, such as notify, projects, marketplaces, or unrelated MCP servers; do not ask about them unless they fail validation or directly conflict with the migration. Do not edit source Claude Code files (.claude/, ~/.claude/, .mcp.json, or .claude.json), unrelated project code, secrets, or another repository.
Run the migration in this order for each selected global or project source:
Start by using Codex's built-in TODO/task list tool. Do not create MIGRATION_TODOS.md or any TODO file unless the user explicitly asks. The TODO list input has a plan array whose items each have step and status; use statuses pending, in_progress, and completed. Make the TODOs specific to the selected artifacts. Before finishing, update the TODO list so every finished step is marked completed and no step remains in_progress. Use literal source → Codex target labels, for example:
.claude/commands → Codex skills/prompts.claude/agents → .codex/agents.mcp.json → .codex/config.toml MCP servers.claude/settings.json hooks → .codex/hooks.json.codex/config.toml.codex/agentsRead references/differences.md (and refresh Codex docs if its Docs last checked date is old).
Scan and inspect before writing:
--scan-only lists active and inactive source surfaces.--plan prints staged Codex artifact paths and report rows.--doctor summarizes readiness, manual-review work, and validation risks.Convert surfaces in the same order the CLI uses:
CLAUDE.md / AGENTS.md to AGENTS.md.codex/hooks.json and enable [features].codex_hooks = true.agents/skills/.codex/config.toml from Claude model/sandbox settings and MCP servers, including personality = "friendly" when config is generated.codex/agents/Dry-run, then write the selected target. Use --replace only when orphan generated skills or agents should be deleted.
Inspect the terminal output and .codex/migrate-to-codex-report.txt after real runs.
Review generated artifacts in this order: AGENTS.md, .agents/skills/, .codex/config.toml, .codex/hooks.json, .codex/agents/, then report-only plugin items.
Run --validate-target against each target after edits.
Re-run checks and --dry-run after edits.
Return the final migration report as one markdown table per scope that has rows. The tables cover only the non-native follow-up migration work you performed, such as skills created from slash commands, subagents, MCP servers, hooks, unsupported/local plugin notes, and manual-review caveats. Include programmatic native import rows for config, instructions, skills, or supported plugins only if you personally migrated them in this follow-up run.
If only one scope has rows, render only the table with no heading. If multiple scopes have rows, render one heading before each table. Use **User Config** for user-scope rows. For project-scope rows, use the actual project folder name as the heading, for example **northstar-support-portal**; do not use Current Project as the heading. Do not add prose before or after the table output.
Use exactly these columns:
northstar-support-portal
| Status | Item | Notes |
|---|---|---|
Added | Slash command pr-review | Converted into a Codex skill |
Added | Subagent release-lead | Added as a Codex subagent |
Check before using | Hook PreToolUse | Converted, but some Claude hook behavior differs in Codex |
Not Added | Hook Notification | Codex does not have an equivalent notification hook |
Not Added | Plugin team-macros | Plugin needs manual setup |
Status must be Added, Check before using, or Not Added. Use Added when a Codex-facing artifact was created or changed and needs no special review. Use Check before using when a Codex-facing artifact was created or changed but the migration changed semantics, inferred behavior, preserved tool rules as guidance, or dropped unsupported behavior. Use Not Added when a source artifact was detected but no Codex-facing artifact was created. Item combines the artifact type and concrete item name in one cell. Artifact type must be singular: Skill, Slash command, Subagent, MCP, Hook, or Plugin. Wrap the artifact type in inline code; write the item name as plain text after it. Notes is always required; never leave it empty. Keep notes short, plain, and literal. Avoid internal implementation terms such as runtime expansion. Prefer phrases like Converted into a Codex skill, Added as a Codex subagent, Added to Codex config, Converted into a Codex hook, Converted, but some Claude hook behavior differs in Codex, Codex does not have an equivalent notification hook, Plugin needs manual setup, or Plugin marketplace needs manual setup.
Keep looping until the selected migration is complete:
--plan or --doctor.--dry-run.## MANUAL MIGRATION REQUIRED block and every manual_fix_required or skipped report row that can be resolved inside Codex artifacts.--validate-target.Do not edit source Claude Code files, unrelated project code, secrets, or another repository during this loop. If a report row requires source-provider changes or product judgment, leave the generated Codex artifact with clear manual guidance instead of changing the source.
Choose the migrator command.
MIGRATE_TO_CODEX='python3 .codex/skills/migrate-to-codex/scripts/migrate-to-codex.py'Inspect the migration before writing.
$MIGRATE_TO_CODEX --source ~/.claude/ --scan-only
$MIGRATE_TO_CODEX --source ~/.claude/ --target ~/.codex/ --plan
$MIGRATE_TO_CODEX --source ~/.claude/ --target ~/.codex/ --doctorDry-run, then run without --dry-run, for global and project.
$MIGRATE_TO_CODEX --source ~/.claude/ --target ~/.codex/ --dry-run
$MIGRATE_TO_CODEX --source ~/.claude/ --target ~/.codex/
$MIGRATE_TO_CODEX --source ./.claude/ --target ./.codex/ --dry-run
$MIGRATE_TO_CODEX --source ./.claude/ --target ./.codex/Run the post-migration validator against each target after edits.
$MIGRATE_TO_CODEX --validate-target ~/.codex/
$MIGRATE_TO_CODEX --validate-target ./.codex/Run $MIGRATE_TO_CODEX --help for flags (--scan-only, --plan, --doctor, --validate-target, defaults, and so on). Deep tables and more links are in references/differences.md.
© Haohao-end, 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
SKILL.md and 19 other files (scripts) in api/internal/core/skills/catalog/migrate-to-codex of Haohao-end/openagent.
Open the folder on GitHubat commit 4013ab2
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in Haohao-end/openagent, which our catalogue first saw on October 7, 2026.
Migrate To Codex 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 |
|---|---|---|---|---|---|---|
| Migrate To Codex this skillHaohao-end/openagent | 791 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Workflow Schema Tuningbreaking-brake/cc-wf-studio | 5.4k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| Documentation Serverandrea9293/mcp-documentation-server | 343 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Clawmemyoloshii/ClawMem | 210 | — | ~7.5k | Automated safety check: Pass | MIT | |
| AI Bomcdxgen/cdxgen | 1.1k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| ComfyComfy-Org/comfy-skills | 222 | — | ~1.4k | Automated safety check: Pass | MIT |
breaking-brake/cc-wf-studio
Guides edits to cc-wf-studio's workflow schema so AI agents generate better workflows, treating schema text as prompt engineering rather than validation.
andrea9293/mcp-documentation-server
A skill your agent uses when you need to store, retrieve, search, or manage documents in a local knowledge base with semantic search and hybrid (vector + full-text) retrieval.
yoloshii/ClawMem
ClawMem operational reference for agents at query time — the 3-rule escalation gate, MCP tool routing, the 4 query-optimization levers, pipeline behavior (query vs intentsearch), composite scoring…
cdxgen/cdxgen
Generates AI-BOM, MCP inventory, AI skill inventory, and AI authorship provenance documents with cdxgen, cataloging models, inference services, Hugging Face purls, MCP servers and their…
Comfy-Org/comfy-skills
Generate images, video, audio, and 3D with Comfy Cloud — search hundreds of models and workflow templates, run custom ComfyUI workflows, and manage generation jobs through the hosted Comfy Cloud MCP…
A-EVO-Lab/a-evolve
Optimize an AI agent's harness for MCP-Atlas benchmark. An agent skill from A-EVO-Lab/a-evolve.
Haohao-end/openagent
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI.
Haohao-end/openagent
A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or…
Haohao-end/openagent
Persistent browser and Electron interaction through jsrepl for fast iterative UI debugging.
Haohao-end/openagent
A skill your agent uses when the user wants a less default, more original solution for code, design, writing, naming, architecture, debugging, or strategy, especially when progress is stuck.
Haohao-end/openagent
A skill your agent uses when the user wants a distinctive, production-ready frontend interface with clear visual direction, strong hierarchy, and polished interaction details.
Works with
Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files. Migrate To Codex is an agent skill from Haohao-end/openagent. Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files.
Migrate To Codex fits situations like: tasks that involve MCP servers.
Run `npx skills add Haohao-end/openagent --skill migrate-to-codex -a claude-code`. Or copy the skill folder (api/internal/core/skills/catalog/migrate-to-codex in Haohao-end/openagent) into .claude/skills/migrate-to-codex in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Haohao-end/openagent --skill migrate-to-codex -a codex`. Or copy the skill folder (api/internal/core/skills/catalog/migrate-to-codex in Haohao-end/openagent) into .agents/skills/migrate-to-codex 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 Haohao-end/openagent --skill migrate-to-codex -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/migrate-to-codex, .gemini/skills/migrate-to-codex, .github/skills/migrate-to-codex and .opencode/skills/migrate-to-codex in your project.
Going by SKILL.md and its folder, Migrate To Codex needs Python for the scripts in its folder and the command-line tools its instructions call (codex). Our summary lists: Python 3.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Migrate To Codex is published under the Apache-2.0 licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 7.9k 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 Migrate To Codex: Workflow Schema Tuning (breaking-brake/cc-wf-studio, 5.4k stars), Documentation Server (andrea9293/mcp-documentation-server, 343 stars), Clawmem (yoloshii/ClawMem, 210 stars) and AI Bom (cdxgen/cdxgen, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Haohao-end (a GitHub user) maintains it in Haohao-end/openagent, which has 791 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on July 17, 2026.
Source: Haohao-end/openagent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.