ops-research-audit SKILL.md skillA

ops-research-audit from lifecycle-innovations-limited/claude-ops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lifecycle-innovations-limited/claude-ops/ops-research-audit@git:20261012.49ea40e

Pins git:20261012.49ea40e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lifecycle-innovations-limited/claude-ops
Path
claude-ops/skills/ops-research-audit/SKILL.md
Versions recorded
1
Latest version
git:20261012.49ea40e, committed Oct 12, 2026
Size
1,543 bytes
Repository stars
548
License
MIT

OPS on-demand: This skill should be used when the user asks to "audit my search tools", "check my MCP….

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

# OPS ► RESEARCH AUDIT

Load `ops-rules` before acting. Public repo (no personal data). Outbound: one draft → one approval → one send. If `AskUserQuestion` / `Workflow` are missing, follow Rule 10 in `ops-rules` (Hermes: numbered options / two-turn Telegram card; `delegate_task`).

Read [the research contract](references/research-contract.md) in full first. Its audit section (§5) defines this command; sections 1–4 govern every source you cite.

## Steps

1. **Discovery/configuration:** list the research and search tools this host offers in this session. Do not read shell configuration, dotfiles or secret stores to find more.
2. **Actual invocation:** make one harmless read-only call per relevant tool. Record the real result or error. A listed tool or a handshake is not proof it works; a failure is a coverage gap.
3. **Best-practice evidence:** read the official source for each tool you report on (contract §1, two-route cap §2).
4. Report the three parts separately. Per finding: current state, official source (URL + passage), effect, smallest proposal, acceptance test.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lifecycle-innovations-limited/claude-ops/ops-research-audit@sha256:a2fddc620de03839

The line at the top of this page pins the label git:20261012.49ea40e, 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_c4b4ahf563sxqmyn.svg)](https://markdownregistry.com/a/art_c4b4ahf563sxqmyn)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 12, 2026.

versioncommittedcommitsizeaudit
git:20261012.49ea40e latest2026-10-12 49ea40e 1,543 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 (1543 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

lifecycle-innovations-limited/claude-ops · 548 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_c4b4ahf563sxqmyn
GET https://markdownregistry.com/api/v1/resolve?ref=lifecycle-innovations-limited/claude-ops/ops-research-audit
GET https://markdownregistry.com/api/v1/blob/a2fddc620de038395472670b015e87e23bf92c01a082be1f67c940707af179a5

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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