context-degradation Eval
========================

Status: review
Score: 76/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Test manually in an isolated workspace and compare against safer alternatives.

Install:
npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill context-degradation

Required checks:
- PASS Task fit: Task wording matches this skill metadata.
- PASS Install path: Install handoff is available.
- PASS Install command safety: standard package or runtime install path
- WARN Trust score: Good trust signals with a few areas worth checking before rollout.
- WARN Audit score: Needs review
- WARN Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- PASS License clarity: MIT
- WARN Permission surface: secrets or environment access, filesystem or document access

Warnings:
- Trust score: Good trust signals with a few areas worth checking before rollout.
- Audit score: Needs review
- Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
- Permission surface: secrets or environment access, filesystem or document access
- High-risk permission hints: Secrets or environment access
- Permission surface may require sandboxing
- SKILL.md excerpt appears truncated at 'When th', making it difficult to verify the complete document is well-formed.
- The detection script explicitly relies on simulated U-shaped attention curves and heuristic token/poisoning estimates, which limits production reliability without real model internals or classifiers.
- SKILL.md does not clearly document setup, installation, or invocation details for the provided scripts and reference materials.
- No explicit limitations or safe operating boundaries section is present, though some boundaries are implied by the activation guidance.
- Quality score needs review

Validation plan:
1. Inspect repository, README/SKILL.md, license, and recent commits before production use.
2. Install in an isolated workspace or sandbox with no production secrets available.
3. Run the smallest representative task and record files touched, commands run, network access, and outputs.
4. Compare the selected skill against at least one alternative when the eval status is review or failed.
5. Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when:
- teams that need a vendor-supported SLA
- production agents without a repository review
- SKILL.md excerpt appears truncated at 'When th', making it difficult to verify the complete document is well-formed.
- No OpenAgentSkill engagement data yet
- High-risk permission hints: Secrets or environment access
- Permission surface may require sandboxing
- The detection script explicitly relies on simulated U-shaped attention curves and heuristic token/poisoning estimates, which limits production reliability without real model internals or classifiers.
- SKILL.md does not clearly document setup, installation, or invocation details for the provided scripts and reference materials.

URLs:
- Skill: https://www.openagentskill.com/skills/muratcankoylan-context-degradation
- Audit: https://www.openagentskill.com/skills/muratcankoylan-context-degradation/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=muratcankoylan-context-degradation