Back to directory

Adaptive Estimation

Agent skill
1 skill

Use when tracking a slowly-varying latent quantity from noisy measurements with quantifiable uncertainty — a drifting metric, capacity, latency trend, or confidence. Prefer a Kalman-style adaptive estimator over fixed moving averages or static thresholds.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Use when tracking a slowly-varying latent quantity from noisy measurements with quantifiable uncertainty — a drifting metric, capacity, latency trend, or confidence. Prefer a Kalman-style adaptive estimator over fixed moving averages or static thresholds.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: e6d3e8400d9156862c64f4a1d2b9e749f602860dc254730b67e3a63f34e2eb64

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Adaptive Estimation | Agent Skills Atlas