ops-research SKILL.md skillA
ops-research from lifecycle-innovations-limited/claude-ops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lifecycle-innovations-limited/claude-ops/ops-research@git:20261012.49ea40ePins 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/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261012.49ea40e, committed Oct 12, 2026
- Size
- 1,624 bytes
- Repository stars
- 548
- License
- MIT
OPS on-demand: This skill should be used when the user asks to "research this", "find the best practice….
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 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 before the first search. It is the only rule set; this file only routes. ## Steps 1. Restate the question in one line and strip private context from it (contract §3). 2. Collect internal evidence (contract §1.1), then pin date and version (§1.2). 3. Discover the tool schemas this host actually offers (§1.3). Use Context7 resolve + `query-docs` for library/API/CLI questions (§1.4); otherwise pick one search route by question type (§1.5). 4. Read each original page (§1.6) and record URL, passage, publication date or `unknown`, retrieval date (§1.7). 5. For important or uncertain conclusions, look for an independent contradicting source (§1.8). 6. Respect the two-route cap and fallback (§2). Report remaining gaps; keep unread conclusions provisional. 7. Answer with the report template (§4). Name the engine that answered and its cost status. …
Read the whole file at its exact version.
How to install
mdr add lifecycle-innovations-limited/claude-ops/ops-research@sha256:2aef4bf6e021ef41The 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.
[](https://markdownregistry.com/a/art_muoq2w3wd77h4p6t)
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.
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 (1624 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
lifecycle-innovations-limited/claude-ops · 548 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_muoq2w3wd77h4p6t GET https://markdownregistry.com/api/v1/resolve?ref=lifecycle-innovations-limited/claude-ops/ops-research GET https://markdownregistry.com/api/v1/blob/2aef4bf6e021ef41443c74a0210a91b871072fe090a2c7f8a65759cab6b98ad8
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.