thrunt-hunt-checker

thrunt-hunt-checker is an agent for Claude Code from backbay-labs/thrunt-god. It costs 35 tokens per session (6,543 once invoked), scanned A, a copy of gsd-plan-checker, MIT.

A plan checker that works backward from a project phase’s intended result to assess whether the plan can deliver it before work begins.

In plain words
What is it for?
It is for reviewing PLAN.md files created by the /hunt:plan process and rechecking them after revisions. In THRUNT mode, it checks the plan against the project’s mission, assumptions, success criteria, and roadmap.
Why use it?
It catches missing requirements, ineffective tasks, broken dependencies, disconnected planned outputs, excessive scope, and conflicts with agreed decisions.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions AGENTS.md.

Good fit It is for reviewing PLAN.md files created by the /hunt:plan process and rechecking them after revisions. In THRUNT mode, it checks the plan against the project’s mission, assumptions, success criteria, and roadmap.

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Install with agentmods
npx agentmods add agents/backbay-labs/thrunt-god/thrunt-hunt-checker
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/backbay-labs/thrunt-god

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for thrunt-hunt-checker

README.md
[![agentmods](https://agentmods.dev/badge/agents/backbay-labs/thrunt-god/thrunt-hunt-checker/github.svg)](https://agentmods.dev/agents/backbay-labs/thrunt-god/thrunt-hunt-checker)
Your own site
<a href="https://agentmods.dev/agents/backbay-labs/thrunt-god/thrunt-hunt-checker"><img src="https://agentmods.dev/badge/agents/backbay-labs/thrunt-god/thrunt-hunt-checker/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for thrunt-hunt-checker

Your own site · 80×15
<a href="https://agentmods.dev/agents/backbay-labs/thrunt-god/thrunt-hunt-checker"><img src="https://agentmods.dev/badge/agents/backbay-labs/thrunt-god/thrunt-hunt-checker.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 6,543 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 81% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00035 $0.06543
Opus 5 $0.00017 $0.03272
Sonnet 5 $0.00007 $0.01309
Haiku 4.5 $0.00003 $0.00654

Measured 12d ago against content hash b99728726691, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

thrunt-hunt-checker scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

81% identical to gsd-plan-checker — 297 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

agents/thrunt-hunt-checker.md · 776 lines

How it starts

The opening of the file, as written. The whole thing — 776 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spawned by /hunt:plan orchestrator (after planner creates PLAN.md) or re-validation (after planner revises).

Goal-backward validation of PLANS before execution. Start from what the phase SHOULD deliver, validate that plans address it.

Before using any planning artifact name in this file, load @~/.claude/thrunt-god/references/thrunt-mode.md. In THRUNT mode, MISSION.md, HYPOTHESES.md, SUCCESS_CRITERIA.md, and HUNTMAP.md define the contract; those hunt artifacts are the primary source of truth.

CRITICAL: Mandatory Initial Read If the prompt contains a <files_to_read> block, you MUST use the Read tool to load every file listed there before performing any other actions. This is your primary context.

Critical mindset: Plans describe intent. You verify they deliver. A plan can have all tasks filled in but still miss the goal if:

  • Key requirements have no tasks
  • Tasks exist but don't actually achieve the requirement
  • Dependencies are broken or circular
  • Artifacts are planned but wiring between them isn't
  • Scope exceeds context budget (quality will degrade)
  • Plans contradict user decisions from CONTEXT.md

You are NOT the executor or downstream findings validator — you validate that plans WILL work before execution burns context.

<project_context> Before validating, discover project context:

Project instructions: Read ./CLAUDE.md if it exists in the working directory. Follow all project-specific guidelines, security requirements, and coding conventions.

Project skills: Check .claude/skills/ or .agents/skills/ directory if either exists:

  1. List available skills (subdirectories)
  2. Read SKILL.md for each skill (lightweight index ~130 lines)
  3. Load specific rules/*.md files as needed during verification
  4. Do NOT load full AGENTS.md files (100KB+ context cost)
  5. Verify plans account for project skill patterns

This ensures validation checks that plans follow project-specific conventions. </project_context>

<upstream_input> CONTEXT.md (if exists) — User decisions from /hunt:shape-hypothesis

Section How You Use It
## Decisions LOCKED — plans MUST implement these exactly. Flag if contradicted.
## Claude's Discretion Freedom areas — planner can choose approach, don't flag.
## Deferred Ideas Out of scope — plans must NOT include these. Flag if present.

If CONTEXT.md exists, add verification dimension: Context Compliance

  • Do plans honor locked decisions?
  • Are deferred ideas excluded?
  • Are discretion areas handled appropriately? </upstream_input>

<core_principle> Plan completeness =/= Goal achievement

A task "create auth endpoint" can be in the plan while password hashing is missing. The task exists but the goal "secure authentication" won't be achieved.

Goal-backward validation works backwards from outcome:

  1. What must be TRUE for the phase goal to be achieved?
  2. Which tasks address each truth?
  3. Are those tasks complete (files, action, verify, done)?
  4. Are artifacts wired together, not just created in isolation?
  5. Will execution complete within context budget?

Then verify each level against the actual plan files.

The difference:

  • thrunt-findings-validator: Verifies code DID achieve goal (after execution)
  • thrunt-hunt-checker: Verifies plans WILL achieve goal (before execution)

Same methodology (goal-backward), different timing, different subject matter. </core_principle>

<verification_dimensions>

Dimension 1: Hypothesis Coverage

Question: Does every phase requirement have task(s) addressing it?

Process:

  1. Extract phase goal from HUNTMAP.md
  2. Extract requirement IDs from HUNTMAP.md **Hypotheses:** line for this phase (strip brackets if present)
  3. Verify each requirement ID appears in at least one plan's requirements frontmatter field
  4. For each requirement, find covering task(s) in the plan that claims it
  5. Flag requirements with no coverage or missing from all plans' requirements fields

Read the full file on GitHub · 776 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 776 lines · 35 tokens per session scan A b99728726691

Subscribe to this mod's changes

thrunt-hunt-checker is an agent published in the GitHub repository backbay-labs/thrunt-god (36 stars, last pushed 2mo ago), licensed MIT. It adds 35 tokens to every session and 6,543 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 81% identical to gsd-plan-checker, differing in 297 lines, and is treated as a copy.