Home / techwolf-ai / ai-first-toolkit · plugins/session-tools/skills/goal-prompt/SKILL.md · GitHub

goal-prompt skillA

goal-prompt is agent-read markdown (skill) from techwolf-ai/ai-first-toolkit: Turn a task, plan, or feature request into a ready-to-paste Claude Code /goal command — a single completion condition with a measurable end state, a demonstrable proof, and the constraints that must not drift. Use when the user says "give me a goal", "goal prompt", "make this a /goal", "turn this into a goal", or wants an autonomous long-running objective for Claude Code..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# goal-prompt

Produce a ready-to-paste `/goal ...` command from whatever the user is trying to accomplish.

## Why the shape matters
`/goal` runs Claude autonomously until a separate fast-model evaluator decides, after a turn, that the condition is met. The evaluator does NOT run commands or read files itself — it only reads Claude's output. So the completion condition must be demonstrable by Claude's own output, never by hidden side effects.

## A good goal has three parts
1. **Measurable end state** — one concrete finish line: a test/exit code, a file that must exist, a count, an empty queue, named sections present.
2. **Stated proof** — exactly how Claude demonstrates it: the command to run and its expected result, or the grep/check whose output shows done. Phrase it as "Prove it by showing X."
3. **Constraints that must not drift** — what stays unchanged on the way there: files not to touch, framing to keep, no network/prod, don't modify tests.

## How to write it
- One sentence of objective, then `Done when: <end state + proof>`, then `Constraints that must not change: <list>`.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add techwolf-ai/ai-first-toolkit/goal-prompt@git:20260710.ac797fb
Exact content
mdr add techwolf-ai/ai-first-toolkit/goal-prompt@sha256:0796d07601669eb6

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

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Versions

versioncommittedcommitsizeaudit
git:20260710.ac797fb latest2026-07-10 ac797fb 2,790 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2790 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

techwolf-ai/ai-first-toolkit · 100 stars · license MIT · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ecwi2okupngxv7mk
GET https://markdownregistry.com/api/v1/resolve?ref=techwolf-ai/ai-first-toolkit/goal-prompt
GET https://markdownregistry.com/api/v1/blob/0796d07601669eb6d4eef540a9a0b137621825223eb39fbfcc2fe2c6c7db1dec

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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