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Skills/Data & analytics/ScriptedAlchemy/tracedecay

self-improving-from-usage-logs

ScriptedAlchemy/tracedecay
SkillLoads cleanly

TraceDecay Dev: Use when mining TraceDecay session logs, analytics, diagnostics, automation artifacts, or agent transcripts to improve TraceDecay code, tools,…

Scores
79
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

25/100

  • 66 stars on the source repo.

Documented

15% of the score

58/100

  • No usage example or code block.
  • 377-word body.
  • Ships 2 bundled files.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add ScriptedAlchemy/tracedecay/self-improving-from-usage-logs

What it says it does

TraceDecay Dev: Use when mining TraceDecay session logs, analytics, diagnostics, automation artifacts, or agent transcripts to improve TraceDecay code, tools, or packaged skills.

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
Skill
Category
Data & analytics
Repository
ScriptedAlchemy/tracedecay
Last commit
today · 2026-08-13
Repository stars
66
Installs
not in the skills.sh registry
Licence
MIT
Instruction length
377 words
Bundled files
2 · includes scripts
View the source on GitHub

Also in ScriptedAlchemy/tracedecay

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
reviewing-changesScriptedAlchemy/tracedecay
81
cleanSkill66 starstoday
exploring-codeScriptedAlchemy/tracedecay
81
cleanSkill66 starstoday
assessing-impactScriptedAlchemy/tracedecay
80
cleanSkill66 starstoday
fixing-build-and-type-errorsScriptedAlchemy/tracedecay
80
cleanSkill66 starstoday
introspecting-tracedecay-usageScriptedAlchemy/tracedecay
79
cleanSkill66 starstoday
editing-safelyScriptedAlchemy/tracedecay
79
cleanSkill66 starstoday

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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.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

Browse

Skills
Subagents
Plugins
Marketplaces
CLAUDE.md examples

Rankings

Best subagents
Best plugins
Most installed
Will not load

The index

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How we score

Reference

Submit a repository
Sponsor a section
Listings JSON
Privacy

© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks

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.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

Browse

Skills
Subagents
Plugins
Marketplaces
CLAUDE.md examples

Rankings

Best subagents
Best plugins
Most installed
Will not load

The index

Search
Categories
How we score

Reference

Submit a repository
Sponsor a section
Listings JSON
Privacy

© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks