neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
翻译准备中
Corezoid AI plugin marketplace for Claude Code and Codex: product knowledge, workflow skills, schemas, templates, playbooks, samples, and MCP references for building Corezoid processes.
翻译准备中
取自仓库 README
正在加载完整 README。 以下为已保存的摘录。
A Corezoid plugin that connects the platform to AI coding agents (Claude Code, Codex, AWS Kiro, and any MCP-compatible client) via MCP. The agent gets direct access to Corezoid processes and deep platform knowledge to create, edit, review, and deploy workflows through natural conversation.
Not just an MCP wrapper over the Corezoid API — an AI-Native management layer for the platform.
The plugin bundles a Go MCP server that exposes Corezoid operations as MCP tools and provides specialist skills that teach Claude the platform model and common workflows:查看完整 README ↗A Corezoid plugin that connects the platform to AI coding agents (Claude Code, Codex, AWS Kiro, and any MCP-compatible client) via MCP. The agent gets direct access to Corezoid processes and deep platform knowledge to create, edit, review, and deploy workflows through natural conversation.
Not just an MCP wrapper over the Corezoid API — an AI-Native management layer for the platform.
The plugin bundles a Go MCP server that exposes Corezoid operations as MCP tools and provides specialist skills that teach Claude the platform model and common workflows:
| Skill | Activate with | Covers |
|---|---|---|
corezoid | "Corezoid", "process", "conv.json" | Full platform overview, all node types, MCP tools |
corezoid-init | "set up", "login", "pull workspace" | OAuth login, workspace pull, environment setup |
corezoid-logout | "logout", "sign out", "disconnect", "выйти" | Remove saved Corezoid credentials for the current workspace |
corezoid-create | "create a process", "new process" | Building processes from scratch |
corezoid-edit | "edit", "modify", "update" a process | Modifying existing .conv.json files |
corezoid-lifecycle | "pause/resume process", "move process/folder", "сними с паузы", "перемести процесс" | Explicit, confirm-gated process lifecycle and server-side reparenting |
corezoid-state-diagram-create | "create state diagram", "build a state machine", "conv_type state" | Building state diagrams from scratch (conv_type: "state") |
corezoid-state-diagram-edit | "edit state diagram", "add a state", "change transitions" | Modifying existing state diagrams — states, transitions, side effects |
corezoid-gen-bot | "сделай бота из этих процессов", "telegram bot from corezoid processes", "communications orchestrator" | Generate a Telegram / Viber / Apple Messages / Facebook Messenger bot over a set of existing processes — plan, execute, refresh |
corezoid-edit-bot | "измени бота", "добавь команду", "edit bot", "задеплой бота" | Edit an already-built bot: commands, copy, wiring, localization, stage promotion |
corezoid-review | "review", "audit", "check" a process | Analysis, dead code, best-practice violations |
corezoid-project-review | "review project", "audit folder" | Cross-process audit of an entire folder |
corezoid-node-layout | "arrange nodes", "lay out", "tidy up the diagram", "fix positions", "remove overlaps" | Auto-arrange node x/y into a clean top-to-bottom flow with error handling railed right and no overlaps (positions only) |
corezoid-dashboard-manager | "create dashboard", "add chart", "visualize metrics" | Dashboards, charts, node metrics, real-time monitoring |
corezoid-process-tech-writer | "document", "write docs", "describe process" | Markdown docs + enriched JSON with node descriptions |
corezoid-retro | "retro", "what did we learn", "capture learnings" | End-of-session retrospective: routes learnings to workspace CLAUDE.md, team feedback, settings, or personal memory — with user confirmation |
corezoid-access | "share", "give access", "create group", "create api key" | Object sharing, user groups, API keys, invites |
corezoid-alias-manager | "alias", "short name", "rename alias" | Create, list, modify, delete process aliases |
corezoid-variable-manager | "variable", "env var", "create variable" | Create, list, modify, delete environment variables |
corezoid-connector-create | "create a connector", "integrate with ", "коннектор к API" | Atomic single-endpoint connector to any HTTP API (external, internal, or Corezoid itself) |
corezoid-api-connector | "call Corezoid API", "api/2/json", "api_secret_outer" | Processes that call the Corezoid public API |
corezoid-process-optimizer | "optimize", "reduce tacts", "improve" | Merge nodes, clean data flow, add resilience |
corezoid-describe | "update description", "add description", "describe this process" | Set or refresh the description of a process, folder, or project |
corezoid-feedback | "report a bug", "this is broken", "send feedback" | Collect and submit bug reports / improvement requests |
marketplace-publish-validation | "publish to marketplace", "check before publish" | Pre-publication checklist for Corezoid marketplace |
corezoid-gitcall | "git call", "gitcall", "run my code", "custom code node", "python/go/php in a process" | Custom code (Python/Go/Java/PHP/JS/…) as a git_call step — parsing, libraries, crypto, attachments; handles the container build on push |
corezoid-git-context | after a substantial session, "update git context", "sync context" | Analyse session changes and update _ext/docs/*.md in the Corezoid git mirror |
This plugin is not simply an MCP wrapper over the Corezoid API. It is an attempt to build an AI-Native management layer — one that understands process structure, validation rules, and platform conventions deeply enough to create, audit, and deploy workflows through natural conversation.
From the GitHub marketplace:
claude plugin marketplace add corezoid/corezoid-ai-plugin
claude plugin install corezoid@corezoid
Or from a local clone:
git clone https://github.com/corezoid/corezoid-ai-plugin
claude plugin marketplace add ./corezoid-ai-plugin
claude plugin install corezoid@corezoid
From the GitHub marketplace:
codex plugin marketplace add corezoid/corezoid-ai-plugin
codex plugin add corezoid@corezoid
Or from a local clone:
git clone https://github.com/corezoid/corezoid-ai-plugin
codex plugin marketplace add ./corezoid-ai-plugin
codex plugin add corezoid@corezoid
No build step, no extra setup. The MCP server starts automatically on first use.
Telemetry: the plugin collects anonymous usage data (tool name, duration, error type, API hostname) to improve reliability. No tokens, workspace IDs, or process content are ever sent. To opt out:
export COREZOID_ANALYTICS_DISABLED=1 # add to ~/.zshrc or ~/.bashrc to persist
git clone https://github.com/corezoid/corezoid-ai-plugin
cd corezoid-ai-plugin
sh plugins/corezoid/scripts/install-kiro.sh .
Open the workspace in Kiro — the corezoid MCP server, skills, and steering are picked up automatically. This also registers the plugin as a Kiro Power (~/.kiro/powers/installed/power-corezoid/), so it stays available in every Kiro workspace, not just this one — restart Kiro (or reload the window) to pick it up.
claude plugin update corezoid@corezoid # Claude Code
codex plugin marketplace upgrade && codex plugin add corezoid@corezoid # Codex
Codex has no plugin update subcommand — refresh the marketplace snapshot with
codex plugin marketplace upgrade (upgrades all configured Git marketplaces; pass a
name to target one) and re-run codex plugin add to install the refreshed version.
git pull && sh plugins/corezoid/scripts/install-kiro.sh . # AWS Kiro
Restart Claude Code / Codex after updating to apply the new version.
On the first Corezoid operation Claude detects that no credentials are present for the current working directory and runs the login tool automatically — your browser opens for OAuth2 sign-in and the session continues without interruption.
All credentials plus per-workspace config (account URL, workspace ID, stage ID, cached project ID, git mirror URL) are stored in a single user-level file ~/.corezoid/config.json (mode 0600). Each entry in folders[] is keyed by an absolute root_path; the MCP server picks the longest-prefix match against the current working directory, so sub-agents launched deep in the workspace pick up the right credentials automatically.
You can trigger login manually at any time:
log in to Corezoid
Nothing needs to live in the project tree — secrets (access_token, api_secret) never leave ~/.corezoid/.
{
"version": 1,
"folders": [
{
"root_path": "/Users/you/work/my-corezoid-ws",
"account_url": "https://account.corezoid.com",
"corezoid_url": "https://admin.corezoid.com",
"workspace_id": "12345",
"project_id": 4242,
"access_token": "eyJhbGci...",
"expires_at": "2026-08-09T12:34:56Z",
"api_login": "",
"api_secret": ""
}
]
}
On private/on-prem instances where browser OAuth is unavailable, pass API-key credentials to login:
log in with api_login=<login_id> api_secret=<secret>
They are saved to the current Folder in the same ~/.corezoid/config.json.
| Environment variable | Required | Description |
|---|---|---|
COREZOID_WORK_DIR | No | Absolute path used to pick which entry in folders[] applies. Set automatically by Claude Code / Codex / Kiro from the user's cwd. Only meaningful if the host cannot preserve cwd across MCP subprocess spawn. |
COREZOID_OAUTH_CLIENT_ID | No | OAuth2 client ID — on-prem deployments with a custom authorization server should set this to their own client ID; cloud (account.corezoid.com) users do not need it |
COREZOID_HTTP_PORT | No | Activate the Streamable HTTP transport on this port (e.g. 8080). When set the server listens for MCP over HTTP instead of stdio — intended for hosted marketplace deployments. The browser OAuth login flow is not available in HTTP mode, so credentials must come from ~/.corezoid/config.json or from the environment fallback below. |
COREZOID_HTTP_TOKEN | No | Bearer token required on every request when the HTTP transport is active. Unset does not disable authentication: the server mints a random token at startup and prints it to stderr for you to copy into your client config. Set this to keep the same token across restarts. |
COREZOID_HTTP_ALLOWED_ORIGINS | No | Comma-separated Origin allowlist for the HTTP transport |
COREZOID_AUTOLAYOUT | No | Set to off to disable auto-placement of new (0,0) nodes on push-process (default: preserve) |
COREZOID_WS_URL | No | Override the build WebSocket endpoint used by git_call compilation (on-prem installs) |
COREZOID_INSECURE_TLS | No | Set to 1 to skip TLS verification — on-prem installs with self-signed certificates only |
COREZOID_DEBUG | No | Set to 1 for verbose API request/response tracing |
COREZOID_DEBUG_LOG | No | Path for the MCP-mode log file (default ~/.corezoid/mcp.log) |
Normally every auth value lives in ~/.corezoid/config.json, written by the login tool. For hosts that cannot run the interactive browser login and have no writable config — CI jobs, containers, the Streamable HTTP transport — the same fields can be supplied through the environment:
| Environment variable | Folder field |
|---|---|
COREZOID_ACCOUNT_URL | account_url |
COREZOID_API_URL | corezoid_url (base URL only, no /api/2/json suffix) |
COREZOID_APIGW_URL | apigw_url (default https://api-apigw.corezoid.com) |
COREZOID_WORKSPACE_ID | workspace_id |
COREZOID_PROJECT_ID | project_id |
COREZOID_STAGE_ID | stage_id |
COREZOID_ACCESS_TOKEN | access_token |
COREZOID_TOKEN_EXPIRES_AT | expires_at (RFC 3339; omit for a token with no known expiry) |
COREZOID_API_LOGIN | api_login |
COREZOID_API_SECRET | api_secret |
COREZOID_GIT_URL | git_url |
COREZOID_GIT_STAGE_PATH | git_stage_path |
Precedence rules:
folders[] entry matching the current working directory leaves that field empty — or when no entry matches at all.COREZOID_API_LOGIN and COREZOID_API_SECRET are taken together or not at all: Corezoid verifies the request signature against the secret belonging to that login, so a login from the config combined with a secret from the environment can never authenticate — it would only produce an opaque 401. Half a pair is refused locally and the reason is reported in the next auth error. COREZOID_ACCESS_TOKEN and COREZOID_TOKEN_EXPIRES_AT are paired the same way, so a fresh token never inherits a stale expiry.COREZOID_ACCESS_TOKEN takes over instead of leaving the server with no credentials.*_ID / *_EXPIRES_AT, or half an API-key pair, is named in the auth error the tool returns — so "not authenticated" cannot be mistaken for "never configured".~/.corezoid/config.json — an env-supplied field is used in memory only. The server still writes the caches it resolves itself (project_id, git_url, git_stage_path), as it does in a normal setup.logout cannot remove them — unset the variables to fully deauthenticate.COREZOID_ACCOUNT_URL + COREZOID_STAGE_ID + either COREZOID_ACCESS_TOKEN or COREZOID_API_LOGIN + COREZOID_API_SECRET. Add COREZOID_API_URL to skip API-URL discovery.COREZOID_ACCOUNT_URL. Set COREZOID_API_URL explicitly when the API is not served from the account host, or when the account host is unreachable from where the server runs.In Claude Code / Codex these can be set in the env block of the corezoid server in your MCP config, or exported in the shell that launches the client.
⚠️ COREZOID_ACCESS_TOKEN and COREZOID_API_SECRET are secrets. Prefer your CI's secret store over a committed config file — ~/.corezoid/config.json is written with mode 0600, an environment variable inherits whatever protection the host gives it.
The MCP server collects anonymous usage data (tool name, duration, error type, API hostname) to help improve the plugin. Tokens, workspace identifiers, process content, and personal data are never sent.
To opt out, set the environment variable before starting Claude Code:
export COREZOID_ANALYTICS_DISABLED=1
See SECURITY.md for the full list of collected fields.
Once installed, just talk to Claude naturally:
Pull my Corezoid workspace and show me what processes are in the Payments folder.
Create a process that calls any weather API, handles errors,
and sends the forecast back to the caller.
Create a folder named "Services" in Corezoid.
Edit the "payment" process — add retry logic on API timeout
with exponential backoff up to 3 attempts.
Edit process with id 1278273 — add retry logic
on API timeout with exponential backoff up to 3 attempts.
Review process ID 2778176 for dead nodes, missing error handlers,
and hardcoded values.
Review the process at 1278273_Business.folder/2778176_payment.conv.json
for dead nodes, missing error handlers, and hardcoded values.
Push the updated payment process to Corezoid and run a test task with
{"amount": 100, "currency": "USD"}.
Audit the entire Payments folder — list all processes, check for
validation errors, and summarize what each process does.
Most tools identify a process with process_path (a local .conv.json file, as produced by pull-process/pull-folder). A few tools that never need the file's contents — only the numeric process ID encoded in its filename — also accept a process_id argument instead (the same argument name show-task, list-task-history, pull-process, and other process-by-ID tools already use): run-task, create-snapshot, list-snapshots, delete-snapshot, get-snapshot. Pass exactly one of process_path or process_id — passing both, neither, or a process_id ≤ 0 is rejected with an error naming the valid options. process_id is what lets these tools run without a preceding pull-process, which is the only option in a host with no local process repository (e.g. the Simulator.Company AI console); process_path keeps working unchanged. Note that process_id alone doesn't remove all local state: these tools still need stage_id/project_id resolved from Corezoid credentials — see Auth config from environment variables for configuring that without an interactive login.
Tools come in two shapes. The ones below are advertised individually — they carry the rules a model has to read before calling them:
| Tool | Description |
|---|---|
login | Authenticate via OAuth2 (opens browser) |
logout | Remove saved credentials |
pull-process | Export a single process to a .conv.json file |
pull-folder | Export an entire folder/stage to local files |
push-process | Validate and deploy a .conv.json to Corezoid. Pass content to write the process JSON first, for hosts whose agent has no file-editing tools (restricted to .conv.json targets inside the working directory). Blocks when the graph is structurally invalid, when the server changed since pull (force is the lint override only — the concurrency gate has its own overwrite_server_change), when no rollback point could be taken, or when the file has no pull baseline but the process is already deployed. Every waived gate is reported in the push result |
lint-process | Validate process structure locally (no API call) |
layout-process | Auto-arrange node coordinates (waterfall / layered / table-star regions); local, changes only x/y and collapse flags |
clean-process | Remove inactive nodes, save a reviewable proposal as <ID>_<title>.cleaned.json |
create-process | Create a new empty process in a folder |
create-state-diagram | Create a new empty state diagram (conv_type "state") in a folder |
delete-process | Move a process or state diagram to the recycle bin |
create-alias | Create a short alias for a process |
run-task | Send a task to a deployed process, by process_path or process_id (no local file needed) |
pause-process | Preview and explicitly pause a process so Corezoid rejects new tasks |
resume-process | Preview and explicitly reactivate a paused/debug process |
deploy-stage | Deploy/promote one stage onto another (develop→production); dry-run by default, requires explicit confirm to apply |
The CRUD-shaped domains sit behind one router tool each, so tools/list stays small (25 entries instead of 72 — 35 KB instead of 65 KB of every session's context). Call a router with the action and its arguments:
{"action": "create-group", "args": {"title": "Ops"}}
Add "help": true to get an action's full argument schema back instead of running it; a call with no action, an unknown action, or arguments outside args answers with the action list too. Every action name below is also accepted directly by the CLI (convctl delete-group group_id=7).
Permissions are per router, not per action. A router's safety annotations are the worst case across its actions — cz-access reports itself destructive because delete-group is, even though list-groups is read-only — and a host permission rule names a tool. So an allow rule for cz-tasks covers delete-task as well as show-task. Grant a router only when the whole domain is acceptable; otherwise leave it prompting.
cz-accessSharing, groups, API keys, invites.
| Action | Description |
|---|---|
share-object | Grant or revoke access on a process/folder/stage/project for a user, API key or group (use privs="none" to revoke) |
list-shares | List principals with access to a shared object |
find-principal | Resolve user / group / API-key name to obj_id |
list-groups | List user groups in the workspace |
create-group | Create a new user group (optional description) |
modify-group | Rename a group or update its description |
delete-group | Delete a user group (refuses by default if shares active; force=true to override) |
list-group-objects | List processes currently shared with a group |
add-to-group | Add a user or API key to a group |
remove-from-group | Remove a user or API key from a group |
list-api-keys | List API keys in the workspace |
create-api-key | Create a new API key (secret written to ~/.corezoid/api-keys/, never printed in chat) |
modify-api-key | Rename or re-describe an API key |
delete-api-key | Delete an API key (invalidates secret immediately) |
invite-user | Invite an external email and share an object in one call |
cz-structureWorkspaces, projects, stages, folders, and moving objects between them.
| Action | Description |
|---|---|
list-workspaces | List available workspaces and stages |
list-projects | List folders and processes in a stage |
show-project | Show a project's stages and parent folder |
create-project | Create a new project (with optional stages) in a workspace |
modify-project | Update a project's title, short_name and/or description |
delete-project | Move a project to the recycle bin (Trash) |
list-stages | List stages in a workspace |
list-aliases | List aliases (short_name → target conv_id) in a project's stage; short_name filters to one exact match |
set-stage-immutable | Make a stage read-only (immutable) or editable; immutable stages are the only valid deploy targets; requires explicit confirm |
list-folders | List immediate children of a folder (no disk I/O) |
show-folder | Show folder metadata (title, kind, parent) |
show-process | Show a process's own metadata (title, status, owner_id/owner_login, project_id/stage_id) without exporting its scheme |
create-folder | Create a new subfolder |
modify-folder | Rename a folder or update its description |
delete-folder | Move a folder to the recycle bin |
move-folder | Preview and explicitly reparent a normal folder with hierarchy-cycle protection |
move-process | Preview and explicitly reparent a process without copying or deploying it |
cz-tasksTasks inside a deployed process (create one with run-task).
| Action | Description |
|---|---|
show-task | Look up one task by ref and/or task_id — data, node, status (read-only) |
modify-task | Update task parameters |
delete-task | Remove a task from a node |
list-node-tasks | List tasks currently sitting in a node — compact metadata by default; fields, filter, mode: "full" for data |
list-task-history | Show task execution history |
get-node-stat | Return time-series in/out statistics for a node |
cz-dashboardsDashboards and their charts.
| Action | Description |
|---|---|
create-dashboard | Create a new dashboard for visualizing node metrics |
get-dashboard | Get a dashboard with its charts and series |
add-chart | Add a chart (column, pie, funnel, table) to a dashboard |
modify-chart | Modify an existing chart (full series replace) |
get-chart | Get a single chart with its series data |
set-dashboard-layout | Save chart positions on a dashboard grid |
cz-variablesEnvironment variables (env_var) of the current stage.
| Action | Description |
|---|---|
list-variables | List a stage's environment variables (secrets masked) |
create-variable | Create a Corezoid environment variable |
modify-variable | Change a variable's value/title/data_type or rename it — dry-run + confirm-gated |
delete-variable | PERMANENTLY delete a variable (no recycle bin) — dry-run + confirm-gated |
cz-snapshotsManual server-state checkpoints of a process.
| Action | Description |
|---|---|
create-snapshot | Create a snapshot of the current server state of a process, by process_path or process_id. Also auto-created before push-process overwrites an existing process: if the snapshot call fails the push is blocked, and if the target project/stage cannot be resolved the push is blocked too — both waived by allow_no_snapshot=true on a resolved mutable stage, though retrying a failed call is the safer default. Skipped only where there is nothing to preserve — a process with no deployed version, or an installation whose API has no snapshot object. A push that overwrites live server state without comparing it (overwrite_server_change, or adopt_existing on a file with no baseline) is refused when no snapshot was taken, unless allow_no_snapshot=true is passed as well; a never-deployed process is exempt — it has no previous version to preserve |
list-snapshots | List all snapshots for a process with version, title, author and creation time, by process_path or process_id |
get-snapshot | Get the node list of a specific snapshot for diff comparison, by process_path or process_id |
delete-snapshot | Delete a snapshot by its obj_id, by process_path or process_id |
cz-git-contextThe workspace git mirror in .git-context/.
| Action | Description |
|---|---|
git-pull-context | Clone or pull the Corezoid git mirror into .git-context/ |
read-context-file | Read a file from .git-context/ |
update-context-file | Write or append to a file inside _ext/ |
git-push-context | Commit and push _ext/ changes to the git mirror |
When the plugin does something unexpected, the corezoid-feedback skill guides you through collecting a description of the problem and sends it to the Corezoid team via the send-feedback MCP tool.
Privacy guarantees:
[REDACTED].COREZOID_FEEDBACK_DISABLED=1.Telemetry environment variables:
| Variable | Default | Purpose |
|---|---|---|
COREZOID_ANALYTICS_DISABLED | — | Opt out of anonymous tool-call telemetry |
COREZOID_ANALYTICS_ENDPOINT | built-in prod URL | Override analytics endpoint |
COREZOID_ANALYTICS_CONV_ID | 1852976 | Override analytics conv_id |
COREZOID_FEEDBACK_DISABLED | — | Disable user-initiated feedback submission |
COREZOID_FEEDBACK_ENDPOINT | built-in prod URL | Override feedback endpoint |
COREZOID_FEEDBACK_CONV_ID | 1871779 | Override feedback conv_id |
Claude Code / Codex
└── corezoid MCP server (prebuilt binary)
├── Auth login, logout
├── Workspace list-workspaces, list-stages, list-projects,
│ create-project, modify-project, delete-project, show-project,
│ deploy-stage, set-stage-immutable
├── Processes pull-process, pull-folder, push-process, lint-process, layout-process,
│ clean-process, create-process, create-state-diagram, create-folder,
│ create-alias, create-variable,
│ list-variables, modify-variable, delete-variable,
│ show-folder, list-folders, modify-folder, delete-folder, delete-process
├── Tasks run-task, show-task, list-node-tasks, list-task-history,
│ get-node-stat, modify-task, delete-task
├── Snapshots create-snapshot, list-snapshots, delete-snapshot, get-snapshot
├── Bots create-communications-orchestrator
├── Dashboards create-dashboard, get-dashboard, add-chart,
│ modify-chart, get-chart, set-dashboard-layout
├── Access share-object, list-shares,
│ create-group, modify-group, delete-group, list-group-objects,
│ add-to-group, remove-from-group, list-groups,
│ create-api-key, modify-api-key, delete-api-key, list-api-keys,
│ find-principal, invite-user
├── Git context git-pull-context, git-push-context,
│ read-context-file, update-context-file
└── Feedback send-feedback
corezoid-ai-plugin/
├── .claude-plugin/
│ └── marketplace.json # Claude Code marketplace listing (points to plugins/corezoid)
├── .agents/
│ └── plugins/
│ └── marketplace.json # Codex marketplace listing (points to plugins/corezoid)
├── plugins/corezoid/ # Plugin root (skill path token; MCP launcher resolves it per host)
│ ├── .claude-plugin/
│ │ └── plugin.json # Claude Code plugin manifest
│ ├── .codex-plugin/
│ │ └── plugin.json # Codex plugin manifest
│ ├── .mcp.json # MCP server configuration
│ ├── mcp-server/ # MCP server source
│ ├── skills/
│ │ ├── corezoid/ # Universal assistant skill
│ │ ├── corezoid-init/ # Environment setup skill
│ │ ├── corezoid-create/ # Process creation skill
│ │ ├── corezoid-edit/ # Process editing skill
│ │ ├── corezoid-state-diagram-create/ # State diagram creation skill
│ │ ├── corezoid-state-diagram-edit/ # State diagram editing skill
│ │ ├── corezoid-review/ # Process review skill
│ │ ├── corezoid-project-review/ # Project audit skill
│ │ ├── corezoid-node-layout/ # Node auto-layout skill
│ │ ├── corezoid-dashboard-manager/ # Dashboard & chart management skill
│ │ ├── corezoid-process-tech-writer/ # Process documentation skill
│ │ ├── corezoid-process-optimizer/ # Process optimization skill
│ │ ├── corezoid-describe/ # Object description skill
│ │ ├── corezoid-alias-manager/ # Alias management skill
│ │ ├── corezoid-variable-manager/ # Environment variable management skill
│ │ ├── corezoid-connector-create/ # Single-endpoint API connector builder skill
│ │ ├── corezoid-api-connector/ # Corezoid public-API caller skill
│ │ ├── corezoid-gitcall/ # git_call custom-code skill
│ │ ├── corezoid-gen-bot/ # Messenger bot generation skill
│ │ ├── corezoid-edit-bot/ # Messenger bot editing skill
│ │ ├── corezoid-access/ # Sharing, groups, API keys skill
│ │ ├── corezoid-retro/ # End-of-session retrospective skill
│ │ ├── corezoid-feedback/ # Bug / improvement reporting skill
│ │ ├── corezoid-git-context/ # `.git-context/` mirror sync skill
│ │ └── marketplace-publish-validation/ # Marketplace pre-publication checklist
│ ├── docs/ # Node and process documentation
│ └── samples/ # Example .conv.json processes
The MCP server always writes debug output to ~/.corezoid/mcp.log when running in MCP mode. View it with:
tail -f ~/.corezoid/mcp.log
In CLI mode, enable verbose output with:
COREZOID_DEBUG=1 ./convctl pull-process process_id=123
See docs/Troubleshooting.md for solutions to common problems:
loginaccess_token in ~/.corezoid/config.jsonpush-process validation errors| Component | Supported versions | Notes |
|---|---|---|
| Claude Code | ≥ 1.x | MCP protocol 2025-03-26 |
| Codex | current stable | Same MCP server, same skills |
| macOS | 13 Ventura and later | Tested on arm64 and amd64 |
| Linux | Ubuntu 22.04+, Debian 12+ | amd64 tested in CI |
| Windows | not tested | Likely works; PRs welcome |
create-communications-orchestrator | Build a multi-platform messenger robot (Telegram / Facebook Messenger / Viber / Apple Messages) — queues the bot_wizzard build, polls it every 3s up to 10 times, and returns the generated folder_url or the wizard's error. Irreversible, so it builds only with apply=true plus the confirm token its apply=false dry-run prints |
send-feedback | Submit feedback about plugin behavior (returns ticket id) |