query SKILL.md skillA

query from h1994st/rllvm is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add h1994st/rllvm/query@git:20261029.9ba837f

Pins git:20261029.9ba837f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
h1994st/rllvm
Path
plugins/rllvm/skills/query/SKILL.md
Versions recorded
26
Latest version
git:20261029.9ba837f, committed Oct 29, 2026
First version recorded
Sep 24, 2026
Size
19,338 bytes
Repository stars
6
License
Apache-2.0

Choose the rllvm-query tool that answers a question about a captured program, and report its answer without over-claiming. Use for questions about definitions, callers, callees, reachability, function pointers or external calls in captured bitcode, and every time an rllvm-query answer is about to be reported.

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

# Querying captured bitcode

Load the program first with `load_catalog` or `inventory` (the `capture`
skill). With more than one catalog loaded, pass `catalog`.

Without the MCP server, the same queries run as
`rllvm-query --catalog catalog.json <query>`, with kebab-case names
(`indirect-targets`). Output is text with its caveats in a footer; `--json`
prints the envelope described below, and `--full` adds scope, analysis and
uncertainty to the text.

Each invocation reloads the whole catalog, which on a large program takes
seconds. For many queries, pipe them on stdin to `rllvm-query --catalog
catalog.json` with no query argument, one per line as written on the command
line: the catalog loads once, each text answer follows a `== <query>` line,
and `--json` prints one envelope per line. Every line is checked before the
catalog is read.

Loads also reuse each module's extracted facts from a persistent cache keyed
by its content hash, so a rerun over the same bitcode skips re-extraction.
`analysis.cache` (and `--full`) reports hits, misses and disk use; a cached
answer is identical to an uncached one. `rllvm-query cache` reports the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add h1994st/rllvm/query@sha256:57fca066fe449af3

The line at the top of this page pins the label git:20261029.9ba837f, 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_2u5aebnwk674utpr.svg)](https://markdownregistry.com/a/art_2u5aebnwk674utpr)

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

Versions

The registry has recorded 26 versions of this file, between Sep 24, 2026 and Oct 29, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20261029.9ba837f latest2026-10-29 9ba837f 19,338 BA view · diff
git:20261029.ec311cc2026-10-29 ec311cc 19,023 BA view · diff
git:20261028.a52784f2026-10-28 a52784f 18,934 BA view · diff
git:20261027.de78e5e2026-10-27 de78e5e 18,786 BA view · diff
git:20261025.8bce15f2026-10-25 8bce15f 18,494 BA view · diff
git:20261025.3bac09b2026-10-25 3bac09b 17,402 BA view · diff
git:20261025.c765cc32026-10-25 c765cc3 17,668 BA view · diff
git:20261020.6688fd12026-10-20 6688fd1 15,158 BA view · diff
git:20261019.dc2b8252026-10-19 dc2b825 14,726 BA view · diff
git:20261017.0aef9e32026-10-17 0aef9e3 13,797 BA view · diff
git:20261017.93c05862026-10-17 93c0586 14,550 BA view · diff
git:20261017.f2a41de2026-10-17 f2a41de 12,702 BA view · diff
git:20261017.c57dd052026-10-17 c57dd05 11,426 BA view · diff
git:20261008.97261e62026-10-08 97261e6 10,890 BA view · diff
git:20261006.9cb37da2026-10-06 9cb37da 10,847 BA view · diff
git:20261006.1f5cb222026-10-06 1f5cb22 9,864 BA view · diff
git:20261006.27ae0ba2026-10-06 27ae0ba 10,755 BA view · diff
git:20261006.4b168372026-10-06 4b16837 8,845 BA view · diff
git:20261006.70af2902026-10-06 70af290 8,085 BA view · diff
git:20260930.d250f312026-09-30 d250f31 5,685 BA view · diff
git:20260930.f6364802026-09-30 f636480 5,536 BA view · diff
git:20260930.db0441d2026-09-30 db0441d 5,301 BA view · diff
git:20260928.59e18842026-09-28 59e1884 5,032 BA view · diff
git:20260925.4aff7142026-09-25 4aff714 4,639 BA view · diff
git:20260924.88883c42026-09-24 88883c4 4,051 BA view · diff
git:20260924.99d651a2026-09-24 99d651a 4,051 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 (19338 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

h1994st/rllvm · 6 stars · license Apache-2.0 · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2u5aebnwk674utpr
GET https://markdownregistry.com/api/v1/resolve?ref=h1994st/rllvm/query
GET https://markdownregistry.com/api/v1/blob/57fca066fe449af3a2d296b2d1f0d84385bb05e6ff74765c41966b6837e2e18b

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.

More from h1994st/rllvm

CLAUDE.md CLAUDE.md file
h1994st/rllvm · CLAUDE.md
git:20261019.692f94e · audit A · 6 stars
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h1994st/rllvm · plugins/rllvm/skills/capture/SKILL.md · Capture LLVM bitcode from a project with rllvm and turn it into a catalog or module. Use when the user wants bitcode, a…
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h1994st/rllvm · plugins/rllvm/skills/complete-callgraph/SKILL.md · Resolve unresolved indirect calls (function pointers, callback structs) into a labeled call-graph overlay with…
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git:20261008.97261e6 · audit A · 6 stars

Every file in h1994st/rllvm

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