interpret-feedback SKILL.md skillA

interpret-feedback from tobihagemann/turbo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tobihagemann/turbo/interpret-feedback@git:20260813.cd92d42

Pins git:20260813.cd92d42 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tobihagemann/turbo
Path
codex/skills/interpret-feedback/SKILL.md
Versions recorded
5
Latest version
git:20260813.cd92d42, committed Aug 13, 2026
First version recorded
May 16, 2026
Size
5,077 bytes
Repository stars
418
License
MIT

Interpret third-party feedback by running parallel internal and peer interpretations to surface intent, correctness concerns, and ambiguities. Use when the user asks to "interpret feedback", "interpret comments", "what does this feedback mean", "clarify reviewer intent", "understand this review", or "interpret these suggestions".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Interpret Feedback

Run two independent interpretations of third-party feedback in parallel (internal + codex peer), then reconcile into enriched items with clear intent summaries. Designed for feedback where the author's intent is ambiguous or the correctness of suggestions is uncertain.

## Step 1: Identify Feedback Items

Determine the feedback to interpret:

- If feedback items are in conversation context, use them
- If a file path or URL was provided, read or fetch the content
- If called by another skill, use the items passed in

For each item, collect whatever context is available: code snippets, diffs, surrounding discussion, file paths, line numbers. More context produces better interpretation.

## Step 2: Run Two Interpretations in Parallel
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tobihagemann/turbo/interpret-feedback@sha256:2b72e1a15679f9ef

The line at the top of this page pins the label git:20260813.cd92d42, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_33kux5k35iqktt6p.svg)](https://markdownregistry.com/a/art_33kux5k35iqktt6p)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between May 16, 2026 and Aug 13, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
git:20260813.cd92d42 latest2026-08-13 cd92d42 5,077 BA view · diff
git:20260727.a40bdb42026-07-27 a40bdb4 4,868 BA view · diff
git:20260721.ff8585d2026-07-21 ff8585d 4,724 BA view · diff
git:20260721.653fe402026-07-21 653fe40 4,688 BA view · diff
git:20260516.898396b2026-05-16 898396b 4,606 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5077 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

tobihagemann/turbo · 418 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_33kux5k35iqktt6p
GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/interpret-feedback
GET https://markdownregistry.com/api/v1/blob/2b72e1a15679f9ef5255eb155056362a4a2cd4ca81953ae7521193975c5ab008

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in tobihagemann/turbo

Other files named interpret-feedback

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