Custom Tools
August 31, 2026 · View on GitHub
A custom tool is one kind of skill member. This page covers tool-specific details — input schemas, validators, approval policy, shell-script bodies. For the broader picture (scoping a tool to one subagent inside a bundle, or wiring tools into a bigger skill), see Skills.
Custom tools let the model call your own scripts. Drop a markdown file into .nanocoder/tools/, declare the parameters it accepts, and write the shell command. The tool shows up alongside built-ins (read_file, execute_bash, etc.) — the model can call it, you confirm execution, the script runs, and stdout comes back as the result.
This sits between custom commands (markdown prompts injected as context, no execution) and MCP servers (full tool execution but requires running a separate process). If you just want a lightweight wrapper around kubectl, gh, jq, or any other CLI, custom tools are the right level.
Quick Start
Use the slash command to scaffold a new tool with AI assistance:
/tools create k8s-pods
This creates .nanocoder/tools/k8s-pods.md with a template and asks the model to help you fill in the parameters, body, and approval policy. Or write the file yourself:
.nanocoder/tools/k8s-pods.md:
---
name: k8s_pods
description: List pods in a Kubernetes namespace. Returns kubectl output as text.
parameters:
namespace:
type: string
required: true
description: The Kubernetes namespace
pattern: '^[a-z0-9-]+$'
maxLength: 63
selector:
type: string
description: Optional label selector (e.g. "app=api")
approval: never
read_only: true
---
kubectl get pods -n {{ namespace }} {{# selector }}-l "{{ selector }}"{{/ selector }}
Restart Nanocoder. The model can now call k8s_pods({ namespace: "default" }). Run /tools to see all loaded tools by source.
File Structure
Custom tools live in .nanocoder/tools/ in your project root, or in ~/.config/nanocoder/tools/ for personal tools that travel with your machine. Project tools override personal tools by name.
.nanocoder/tools/
k8s-pods.md -> k8s_pods
jira-ticket.md -> jira_ticket
One file, one tool. Phase 1 only supports .md files; .ts and .js files are reserved for a later phase.
Frontmatter Reference
All fields:
---
name: snake_case_name # required, must match ^[a-z][a-z0-9_]*$
description: Description shown to the LLM # required
parameters: # optional, default {}
param_name:
type: string | number | integer | boolean | array
description: shown to the LLM
required: true | false # default false
default: any # used when not provided
enum: [a, b, c] # restrict values
pattern: '^regex$' # string only
minLength: 1 # string only
maxLength: 100 # string only
min: 0 # number/integer only
max: 1000 # number/integer only
items: {type: string} # array only — type of each element
approval: never | always | destructive # default: always
read_only: true | false # default: (approval == never)
timeout_ms: 30000 # default 30000, max 300000
cwd: ./scripts # default: project root; supports ${VAR}; must stay in the project
env:
FOO: bar # extra env vars; values support ${VAR}
shell: bash | sh # default: bash if available, else sh; Windows: ComSpec/cmd.exe
---
# Body is a shell script. See "Template Syntax" below.
Approval
approval: never— runs without confirmation (still subject to mode-based overrides).approval: always(default) — always prompts the user.approval: destructive— prompts innormalmode but auto-approves inauto-acceptandyolomodes, matching how built-in file-mutation tools behave.
Tools listed in the top-level alwaysAllow config field skip the prompt regardless. Tools listed in disabledTools don't load at all.
read_only
Tools marked read_only: true can run in parallel with other read-only tools. The default is true when approval: never, otherwise false. Set it explicitly if your tool reads state but still needs approval, or vice versa.
Working directory
cwd defaults to the project root. Relative paths resolve against it, and ${VAR} is substituted from the environment first.
The resolved directory has to stay inside the project once symlinks are resolved. A cwd that escapes - an absolute path elsewhere, ${HOME}, a ../ traversal, or a ./scripts that is a symlink pointing out of the repo - fails the tool call with Custom tool cwd escapes the project directory. The tool is not run somewhere else instead: silently relocating a script that expects a scratch directory is how a rm -rf ./* body ends up pointed at your project.
A cwd that does not exist is not an error - it falls back to the project root, so a tool referencing a directory a teammate has not checked out yet still runs.
This is containment against misconfiguration, not a sandbox. The script body is arbitrary shell and can cd wherever it likes; the check only governs where the shell starts.
Template Syntax
The body is a shell script with two placeholder forms:
{{ name }}— substitutesargs[name], POSIX-quoted. Arrays expand to space-separated quoted tokens. Not cmd-safe; see below.{{# name }}…{{/ name }}— section: included only whenargs[name]is truthy (non-empty string, non-empty array, non-zero number,true, etc.). Nested sections are supported.{{^ name }}…{{/ name }}— inverted section: included only whenargs[name]is falsy/empty (the complement of{{# name }}).
All substituted values are wrapped in POSIX single quotes and any embedded single quotes are escaped. That is shell-safe under bash/sh. It is not shell-safe under cmd.exe: cmd does not treat ' as a quote, so type {{ file }} becomes type 'notes.txt' (file not found) and &, |, >, ^, %VAR% in a value can break out. Per-shell quoting in renderValue is a follow-up (#1084); until then the default Windows shell is cmd.
This blocks shell injection through parameter values on POSIX:
echo {{ name }}
With args = { name: "; rm -rf /; #" } the rendered body becomes:
echo '; rm -rf /; #'
echo sees one argument, not three commands.
Execution
When the tool runs:
- Parameters are validated against the declared schema. Validation errors (missing required params, wrong types, pattern mismatch, etc.) come back as
⚒ Missing required parameter: foo-style messages without invoking the script. - The body is rendered, then handed to the chosen shell (
-cfor bash/sh,/d /s /cfor cmd.exe).shell: bash/shell: shstill spawn/bin/bashor/bin/sheven on Windows, which typically fails with "Custom tool failed to start" if those binaries are missing. cwdandenvare resolved (with${VAR}and${VAR:-default}substitution againstprocess.env). See Working directory for the containment rules.- The script runs with
timeout_msenforcement. - On exit code 0, stdout (and any stderr) is returned to the model, truncated at the standard output limit.
- On non-zero exit, the conversation surfaces
Custom tool failed (exit N): <stderr>to the model.
Mode Behavior
| Mode | Custom tool behavior |
|---|---|
normal | All custom tools available; approval policy applies. |
auto-accept | Same as normal, but destructive approval auto-approves. |
yolo | All tools auto-approve. |
plan | Only approval: never + read_only: true tools are available. |
scheduler (cron) | Only approval: never tools are available; nothing that needs a human prompt. |
Slash Commands
/tools— list every registered tool grouped by source (built-in, MCP, custom). Useful for confirming your file got picked up./tools create <name>— scaffold a new custom tool under.nanocoder/tools/<name>.mdand start an AI-assisted session to fill it in. Dashes in the filename become underscores in the tool name (k8s-pods→k8s_pods).
Security Model
A custom tool runs with your full shell privileges. The trust boundary is "you wrote this file or you trust the repo it came from" — the same model as .nanocoder/commands/, .envrc, or package.json scripts. Parameter values are POSIX-quoted, which is not a cmd.exe injection barrier. The script body itself is whatever you wrote: if you put rm -rf / in there, it will run.
Project tools sit in .nanocoder/tools/ and travel with the repo; personal tools sit in ~/.config/nanocoder/tools/ and don't. Treat custom tools from an unfamiliar repo with the same skepticism you'd apply to running its install script.
What This Is Not
- Not an MCP replacement. MCP is for tools that need their own process, state, or are shared across multiple Nanocoder users. Custom tools are for project-local helpers.
- Not a sandbox. No isolation; full user privileges.
- Not a distribution mechanism. No registry, no
nanocoder install. Copy files between repos manually.