GodPrompt MCP + Agent Skill for coding agents with TDD, debugging, verification, and task routing.
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Classify one concrete software-development task into one of GodPrompt's 9 task types (BUILD, DEBUG, REFACTOR, CONTENT, DESIGN, SHIP, ANALYZE, AUTOMATE, PLAN), or UNCLASSIFIED when no reliable route is detected. Returns JSON with task_type, deterministic confidence, protocol, matched_signals, alternative_task_types, ambiguous, and recommendation; use it for routing before loading detailed workflow text.
The task description to classify, e.g. 'fix the login bug' or 'build a REST API for user auth'
Classify one concrete software-development task into one of GodPrompt's 9 task types (BUILD, DEBUG, REFACTOR, CONTENT, DESIGN, SHIP, ANALYZE, AUTOMATE, PLAN), or UNCLASSIFIED when no reliable route is detected. Returns JSON with task_type, deterministic confidence, protocol, matched_signals, alternative_task_types, ambiguous, and recommendation; use it for routing before loading detailed workflow text.
| Argument | Type | Description |
|---|---|---|
| description* | string | The task description to classify, e.g. 'fix the login bug' or 'build a REST API for user auth' |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"description"
],
"properties": {
"description": {
"type": "string",
"pattern": "[\\p{L}\\p{N}]",
"maxLength": 1000,
"minLength": 3,
"description": "The task description to classify, e.g. 'fix the login bug' or 'build a REST API for user auth'"
}
}
}Returns references/03-ANTI-PATTERNS.md — red flags, rationalizations, and recovery patterns. Covers the 10 most dangerous anti-patterns that lead to broken code, scope creep, and false confidence. Load when you catch yourself rationalizing. ~9KB.
No arguments.
{
"type": "object",
"properties": {}
}Returns SKILL.md — the lean core protocol (~25KB) covering the universal 6-phase protocol, Three Iron Laws, and task auto-classification. Load it at the start of a task or after a context reset, then reuse that context instead of reloading it on every message. Start here for progressive disclosure.
No arguments.
{
"type": "object",
"properties": {}
}Returns references/02-GATES.md — verification checklists, THE GATE (pre-completion verification), and structured report templates for every deliverable type. Load when you need to verify work before claiming completion. ~9KB.
No arguments.
{
"type": "object",
"properties": {}
}Returns the complete GodPrompt.md — a single-file universal system prompt for AI software development (56KB, ~1145 lines). Use this when you want the full payload in one shot. For progressive disclosure (smaller context), use get_core_skill and the reference tools instead.
No arguments.
{
"type": "object",
"properties": {}
}Returns references/01-PROTOCOLS.md — deep execution guides for each task type (BUILD, DEBUG, REFACTOR, CONTENT, DESIGN, SHIP, ANALYZE, AUTOMATE, PLAN). Load this when the task requires detailed protocol steps beyond the core skill. ~13KB.
No arguments.
{
"type": "object",
"properties": {}
}Returns JSON with the GodPrompt content version, MCP server version, repository, bundled file sizes and purposes, and task-type/protocol catalog. Use it to verify which GodPrompt content/server version a client is connected to; use the content retrieval tools when you need the actual workflow text.
No arguments.
{
"type": "object",
"properties": {}
}