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Subagents/AI & agents/Endle/fireSeqSearch

model-compare

Endle/fireSeqSearch
SubagentLoads cleanly

A/B-compare two chat models on fire_seq_search_server's two LLM-driven endpoints — /ask (multi-source synthesis, streamed) and /highlight (single-source…

Scores
81
out of 100 · grade B+

2026-08-15

Works

40% of the score

100/100

  • Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

92/100

  • no commits in the last 12 weeks

Adopted

20% of the score

28/100

  • 108 stars on the source repo.

Documented

15% of the score

81/100

  • 1,135 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 20 days ago.

What it says it does

A/B-compare two chat models on fire_seq_search_server's two LLM-driven endpoints — /ask (multi-source synthesis, streamed) and /highlight (single-source extraction, one-shot). Boots the server twice (once per model) reusing the same index and summary cache so retrieval is identical; for each test question runs /ask, then takes the top retrieved chunk and runs /highlight against that same chunk. Reports verbatim outputs for both endpoints side-by-side so the caller can judge synthesis and extraction quality independently. Use when the user wants to evaluate a chat-model upgrade or a quantization swap.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-07-26.

The record

Type
Subagent
Category
AI & agents
Repository
Endle/fireSeqSearch
Last commit
20 days ago · 2026-07-26
Repository stars
108
Installs
not in the skills.sh registry
Licence
MIT
Model
haiku
Tools it asks for
Bash, Read
Instruction length
1,135 words
Bundled files
0
View the source on GitHub

Also in Endle/fireSeqSearch

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
strip-auditEndle/fireSeqSearch
80
cleanSubagent108 stars20 days ago
ask-smokeEndle/fireSeqSearch
79
cleanSubagent108 stars20 days ago
fsq-smokeEndle/fireSeqSearch
78
cleanSubagent108 stars20 days ago
obsidian-smokeEndle/fireSeqSearch
77
cleanSubagent108 stars20 days ago

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Put this measurement in your README

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SkillWorks badge

[![SkillWorks](https://toolproof.kynth.studio/badge/skillworks/Endle/fireSeqSearch.svg)](https://skillworks.kynth.studio/?q=Endle%2FfireSeqSearch)

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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.

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The studio list

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Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks

The studio list

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Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

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SkillWorks