culture-interview-profile-prediction SKILL.md skillA
culture-interview-profile-prediction from outlinedriven/outline-driven-development is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add outlinedriven/outline-driven-development/culture-interview-profile-prediction@git:20260905.1f63894Pins git:20260905.1f63894 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- outlinedriven/outline-driven-development
- Path
.devin/skills/culture-interview-profile-prediction/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260905.1f63894, committed Sep 5, 2026
- First version recorded
- Sep 2, 2026
- Size
- 6,560 bytes
- Repository stars
- 55
- License
- Apache-2.0
Use when asked to predict Culture Index traits from an interview transcript before a survey exists, including sparse or contradictory evidence. Not for interpreting completed survey results.
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
# Culture interview profile prediction ## Contract | Field | Bound contract | |---|---| | Trigger | An interview transcript needs a caveated, confidence-scored prediction of Culture Index traits before a survey exists. | | Authority | Read-only. No file, VCS, credential, paid, published, deployed, or remote mutation. Analyzes supplied transcript text only. | | Side effect | Chat output: per-trait predictions, confidence levels, supporting quotations, likely pattern, uncertainty areas, and caveats. | | Done | All six traits have evidence and confidence, weak evidence is labeled, and the output clearly distinguishes prediction from survey result. | ## Inputs - Required: An interview transcript with interviewer questions and candidate responses distinguishable. Multiple interviews increase confidence. - Optional: Timestamps or durations. Candidate name and interview metadata for the report header. ## Procedure 1. **Load the transcript.** Confirm interviewer questions and candidate responses are distinguishable. If they are not, stop and request a separated transcript. Done when: this step's stated action, evidence, and checks are complete. …
Read the whole file at its exact version.
How to install
mdr add outlinedriven/outline-driven-development/culture-interview-profile-prediction@sha256:b4d02ab3c355ae01The line at the top of this page pins the label git:20260905.1f63894, 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_4ax2qxzj3ynoztw5)
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Versions
The registry has recorded 2 versions of this file, between Sep 2, 2026 and Sep 5, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.1f63894 latest | 2026-09-05 | 1f63894 | 6,560 B | A | view · diff |
| git:20260902.1fe14a3 | 2026-09-02 | 1fe14a3 | 6,588 B | A | view |
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 (6560 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
outlinedriven/outline-driven-development · 55 stars · license Apache-2.0 · pushed 2026-09-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4ax2qxzj3ynoztw5 GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/outline-driven-development/culture-interview-profile-prediction GET https://markdownregistry.com/api/v1/blob/b4d02ab3c355ae013624eb780be7b0602ae80f635143492c03ac7ec27ad1a91c
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.