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The studio behind Toolproof, BlockDex and KitGrade

Part of Toolproof, the measurement layer for AI agent tooling

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Subagents/DevOps & infra/cogni-work/insight-wave

source-curator

cogni-work/insight-wave
SubagentLoads cleanly

Phase-2 source curator for the inverted pipeline. Reads a sub-question, runs WebSearch, scores candidates on 5 dimensions, then fetches each surviving…

Scores
80
out of 100 · grade B+

2026-08-13

Works

40% of the score

100/100

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

Maintained

25% of the score

100/100

  • no commits in the last 12 weeks

Adopted

20% of the score

15/100

  • 12 stars on the source repo.

Documented

15% of the score

81/100

  • 5,545 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

What it says it does

Phase-2 source curator for the inverted pipeline. Reads a sub-question, runs WebSearch, scores candidates on 5 dimensions, then fetches each surviving candidate's body via WebFetch (Option B) through the shared fetch-cache. Emits a per-batch JSON array of candidate objects (each carrying a fetch sub-object) for merge into <project>/.metadata/candidates.json. Does NOT cobrowse — that is Phase 3's opt-in source-fetcher.

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 2026-08-13.

The record

Type
Subagent
Category
DevOps & infra
Repository
cogni-work/insight-wave
Last commit
today · 2026-08-13
Repository stars
12
Installs
not in the skills.sh registry
Licence
Apache-2.0
Model
sonnet
Tools it asks for
Read, Write, Glob, Grep, Bash, WebSearch, WebFetch
Instruction length
5,545 words
Bundled files
0
View the source on GitHub

Also in cogni-work/insight-wave

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
claimscogni-work/insight-wave
83
cleanSkill12 starstoday
copywritercogni-work/insight-wave
83
cleanSkill12 starstoday
featurescogni-work/insight-wave
83
cleanSkill12 starstoday
propositionscogni-work/insight-wave
82
cleanSkill12 starstoday
consult-design-thinkingcogni-work/insight-wave
80
cleanSkill12 starstoday
consult-personascogni-work/insight-wave
80
cleanSkill12 starstoday

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gem-devopsgithub/awesome-copilot
88
cleanDevOps & infra38k starstoday
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87
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SaaS starter kits, scored on what can be checked

kitgrade.kynth.studio
SkillWorks

Every Claude Code skill, subagent and plugin, scored on whether it actually loads.

The studio list

One product, taken apart, once a month

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.

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© 2026 SkillWorks. A Kynth Studios product.

The studio behind Toolproof, BlockDex and KitGrade

Part of Toolproof, the measurement layer for AI agent tooling

Privacy
Built byKynth Studios

SkillWorks