common-operator-profile skillA
This file is byte-identical to the first copy the registry indexed, one of 3 copies on public GitHub. Same content hash, same audit grade.
common-operator-profile is agent-read markdown (skill) from hoangnguyen0403/agent-skills-standard: Infer the requesting operator's technical fluency from message content (never ask directly) and adapt register — business, hybrid, or technical — across SDLC workflow output. Use when starting sdlc, brainstorm-feature, plan-feature, verify-work, publish-notes, or session-report, or whenever a request's phrasing signals a non-technical or cross-stack operator..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Operator Profile
## **Priority: P0 (CRITICAL)**
## 1. Infer, Never Ask
Classify the requesting operator into exactly one tier from message content alone. Do not ask "how technical are you?" or similar — inference only. Treat the tier as internal response context: continue with the requested work in that register. Never return only `business`, `hybrid`, or `technical` as the answer.
| Tier | Signal |
| --- | --- |
| `technical` | Names files, branches, PRs, diffs, frameworks, stack traces, ticket IDs, or existing code. |
| `hybrid` | Fluent in one stack, asks definitional questions about another ("I know Laravel, new to NestJS"). |
| `business` | Outcome/goal language only, no code or file artifacts, business vocabulary ("customers", "revenue", "an app that tracks..."). |
Default to `hybrid` when ambiguous. Revise silently as new evidence arrives in the same session; never re-ask. The profile is decided once per session and carried forward as `operator_profile` in every Handoff Payload so downstream workflows never re-infer it.
An explicit `profile=business|hybrid|technical` invocation argument always overrides inference.
…Read the whole file at its exact version.
How to install
mdr add hoangnguyen0403/agent-skills-standard/common-operator-profile@git:20260821.b9b1ba0mdr add hoangnguyen0403/agent-skills-standard/common-operator-profile@sha256:2eed435027b03928Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_xi64futntjuth5r2)
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Versions
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 (4457 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
hoangnguyen0403/agent-skills-standard · 571 stars · license MIT · pushed 2026-09-24 · branch develop
API
GET https://markdownregistry.com/api/v1/artifacts/art_xi64futntjuth5r2 GET https://markdownregistry.com/api/v1/resolve?ref=hoangnguyen0403/agent-skills-standard/common-operator-profile GET https://markdownregistry.com/api/v1/blob/2eed435027b03928295919acd702f645e1eec718750197673d4aff119a0c1d75
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