reader-comprehension-pass SKILL.md skillA
reader-comprehension-pass from shubham0704/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shubham0704/claude-skills/reader-comprehension-pass@git:20261001.b885f69Pins git:20261001.b885f69 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shubham0704/claude-skills
- Path
reader-comprehension-pass/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261001.b885f69, committed Oct 1, 2026
- Size
- 2,987 bytes
- Repository stars
- 2
- License
- MIT
Make technical writing land with its reader — add figures for hard-to-grasp concepts, define jargon in plain terms at first mention, and audit the draft for unintuitive spots before delivering. Use when writing or revising research documents, manuscripts, status notes, handovers, or explanatory artifacts, and before handing any such draft to the user.
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
# Reader comprehension pass The user reads agent-authored technical documents as a researcher would, and repeatedly hits concepts that prose alone does not convey. Apply these rules while drafting, and run the audit before delivering. ## Illustrate hard concepts with figures - When a central concept is spatial, geometric, or quantitative and the prose is doing heavy lifting, draw it instead of explaining harder. Prefer a figure carrying real values from the work over an abstract sketch — e.g. "search box floor" only became legible as a diagram showing an actual proposal point (8.15, 4.06) clipped to the constraint-box wall at (6.8, 5.2). ## Define jargon at first mention - Give every domain term the target reader may not know a plain-terms definition at its first use (the user could not parse "Sn-based non-convergence" or "censored loss" left bare in a manuscript). - Keep the distance between a concept's first mention and its explanation minimal — order sections so the reader has the needed background at the point of first mention, never referencing a concept long before it is explained. ## Audit before delivering …
Read the whole file at its exact version.
How to install
mdr add shubham0704/claude-skills/reader-comprehension-pass@sha256:5b4c47b9873847b1The line at the top of this page pins the label git:20261001.b885f69, 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_far67keurzb4yk37)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 1, 2026.
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 (2987 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
shubham0704/claude-skills · 2 stars · license MIT · pushed 2026-10-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_far67keurzb4yk37 GET https://markdownregistry.com/api/v1/resolve?ref=shubham0704/claude-skills/reader-comprehension-pass GET https://markdownregistry.com/api/v1/blob/5b4c47b9873847b17d2a2bc49edff2d86ce719dbb706d497d99545178f2e4e2c
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.