configs-variations SKILL.md skillA
configs-variations from launchdarkly/ai-tooling is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add launchdarkly/ai-tooling/configs-variations@v1.0.0-experimentalPins v1.0.0-experimental in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- launchdarkly/ai-tooling
- Path
skills/agentcontrol/configs-variations/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0-experimental, committed Jul 27, 2026
- First version recorded
- May 21, 2026
- Size
- 5,828 bytes
- Repository stars
- 29
- License
- a license file GitHub does not identify
Experiment with configs by creating and managing variations. Helps you test different models, prompts, and parameters to find what works best through systematic experimentation.
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
# Config Variations You're using a skill that will guide you through testing and optimizing configs through variations. Your job is to design experiments, create variations, and systematically find what works best. ## Prerequisites This skill requires the remotely hosted LaunchDarkly MCP server to be configured in your environment. **Primary MCP tool:** - `clone-ai-config-variation` -- clone a baseline variation with selective overrides (recommended for experimentation) **Alternative MCP tools (for more control):** - `get-ai-config` -- review existing variations before adding new ones - `create-ai-config-variation` -- create new variations from scratch **Optional MCP tools:** - `update-ai-config-variation` -- refine a variation after creation - `delete-ai-config-variation` -- remove variations that didn't work out ## Core Principles 1. **Test One Thing at a Time**: Change model OR prompt OR parameters, not all at once 2. **Have a Hypothesis**: Know what you're trying to improve 3. **Measure Results**: Use metrics to compare variations 4. **Verify via Tool**: The agent fetches the config to confirm variations exist ## Workflow ### Step 1: Identify What to Optimize …
Read the whole file at its exact version.
How to install
mdr add launchdarkly/ai-tooling/configs-variations@sha256:55a3029fc948e503The line at the top of this page pins the label v1.0.0-experimental, 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_yckae6mf2j3ayvmw)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 21, 2026 and Jul 27, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0-experimental latest | 2026-07-27 | 3f246b4 | 5,828 B | A | view · diff |
| v1.0.0-experimental | 2026-05-22 | add614f | 5,638 B | A | view · diff |
| v1.0.0-experimental | 2026-05-21 | e6ab09b | 5,661 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 (5828 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
launchdarkly/ai-tooling · 29 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yckae6mf2j3ayvmw GET https://markdownregistry.com/api/v1/resolve?ref=launchdarkly/ai-tooling/configs-variations GET https://markdownregistry.com/api/v1/blob/55a3029fc948e50340e2514e1a777866b08f517db493b68f525fb2dbc0238f58
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.