equinor/fusion-framework · Archived

custom-index-eval

Evaluates Fusion MCP search quality against eval/index domain files.

First seen Mar 29, 2026

Installation

$ npx skills add equinor/fusion-framework --skill custom-index-eval

Summary

  • Evaluates Fusion MCP search quality against eval/index domain files.
  • USE FOR: eval core, eval all, validate MCP index recall, check search freshness, verify documented framework patterns.
  • DO NOT USE FOR: authoring eval patterns, editing docs, CI automation, or application-development search answers.

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 9
License LICENSE
Default branch main
Open issues 104
Status Archived

Skill metadata

Parsed from SKILL.md frontmatter.

Version0.2.0
LicenseMIT
CompatibilityRequires Fusion MCP search tools and local access to `eval/index/`.
More metadata
version
0.2.0
status
experimental
owner
@equinor/fusion-core
tags
["evaluation","mcp","search","index","fusion-framework"]
mcp
{"required":["mcp_fusion"]}

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,679 B
  • docs SUMMARY.md 325 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 2 installs

SKILL.md

Evaluate Fusion MCP Search Index

When To Use

Use when the user wants a pass/fail read on whether Fusion MCP returns the expected framework knowledge for documented query patterns.

Trigger phrases:

  • eval core
  • eval <domain>
  • eval all
  • "check MCP index accuracy"
  • "validate search recall"
  • "is the index stale?"

Inputs

  • Domain target: all or a file stem under eval/index/, such as core.
  • Strictness: full by default, or strict for must expectations only.

Ask one question if the user says only eval.

Workflow

  1. Resolve domain files:

- <domain> maps to eval/index/<domain>.md. - all means every markdown file in eval/index/ except README.md. - Skip empty files or files without ## query headings.

  1. Parse each domain file:

- # heading is the domain name. - Text under # is judgement guidance for every query. - Each ## heading is the MCP query. - - must ... and - should ... bullets are expectations.

  1. Judge each query:

- Prefer the agents/query-judge.md sub-agent. - If sub-agents are unavailable, run the same flow inline. - Search with mcpfusionsearchframework first, then mcpfusion_search if needed. - Verdicts are pass, partial, or fail; never inflate ambiguous results.

  1. Report using assets/report-template.md:

- Include date, domain file, strictness, verdict table, summary counts, and recommendations. - For all, lead with per-domain summary before detailed results. - Call out must failures as critical index gaps.

Safety

  • Read-only repository behavior; do not edit eval files, docs, or index content.
  • MCP calls are read-only.
  • Stop clearly if MCP is unavailable or rate-limited.
  • Do not cache verdicts across sessions; results represent current index state.

Expected Output

  • Per-query verdicts with one-sentence explanations
  • Must/should satisfaction counts
  • Pass rate and failure summary
  • Concrete recommendations for stale, missing, or weak search coverage