comprehension-report SKILL.md skillA
comprehension-report from synaptiai/synapti-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add synaptiai/synapti-marketplace/comprehension-report@git:20260927.277fed8Pins git:20260927.277fed8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- synaptiai/synapti-marketplace
- Path
plugins/gh-workflow/skills/comprehension-report/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260927.277fed8, committed Sep 27, 2026
- First version recorded
- Mar 6, 2026
- Size
- 7,977 bytes
- Repository stars
- 7
- License
- Apache-2.0
Generates architecture narratives and requirements adherence reports from diffs, decision journals, and issue context. Use when creating PR bodies that need comprehension reports. Use when validating that implementation meets acceptance criteria or when humans need to understand what AI built and why.
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
# Comprehension Report Generates a structured narrative that helps humans understand what AI built, why it made the choices it did, and whether those choices align with the original intent. ## Purpose In a fully AI-driven workflow, code is produced faster than humans can read it. This skill bridges the gap by: - Translating diffs into plain-language summaries - Mapping acceptance criteria to implementation evidence - Surfacing architecture decisions from the decision journal - Identifying what humans should verify manually ## Report Tiers The report scales based on diff complexity. Complexity is determined from `git diff --stat` output. | Diff Complexity | Report Level | Sections | |----------------|-------------|----------| | < threshold lines, single area, docs/config only | **Minimal** — Summary + Requirements Adherence | 2 sections | | threshold+ lines or multi-area or new modules | **Full** — All sections | 5 sections | The threshold is configurable via `.report.thresholdFull` in settings. Default: `100` lines changed. ## Process ### Step 1: Gather Context ```bash # Get current branch and issue number BRANCH=$(git branch --show-current) …
Read the whole file at its exact version.
How to install
mdr add synaptiai/synapti-marketplace/comprehension-report@sha256:f7da77f9871179b2The line at the top of this page pins the label git:20260927.277fed8, 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.
[](https://markdownregistry.com/a/art_luiij4bjfonrzizt)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 6, 2026 and Sep 27, 2026, about one every 204 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.277fed8 latest | 2026-09-27 | 277fed8 | 7,977 B | A | view · diff |
| git:20260306.fe36a41 | 2026-03-06 | fe36a41 | 7,973 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7977 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
synaptiai/synapti-marketplace · 7 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_luiij4bjfonrzizt GET https://markdownregistry.com/api/v1/resolve?ref=synaptiai/synapti-marketplace/comprehension-report GET https://markdownregistry.com/api/v1/blob/f7da77f9871179b2c49f2389fd35ef408442086eca2fe41cea6eb07dca3401a7
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.