apply-insights SKILL.md skillA
apply-insights from jotjunior/cstk is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jotjunior/cstk/apply-insights@git:20260808.4c75eb4Pins git:20260808.4c75eb4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jotjunior/cstk
- Path
plugins/cstk/skills/apply-insights/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260808.4c75eb4, committed Aug 8, 2026
- Size
- 9,676 bytes
- Repository stars
- 24
- License
- MIT
Apply Claude Code usage insights to current project — improve CLAUDE.md, hooks, workflows. Triggers: "aplicar insights", "otimizar fluxo", "melhorar claude.md". This is the APPLY step that consumes /insights output, not the native /insights command itself.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Skill: Apply Usage Insights Analyze the current project and apply relevant insights from usage patterns to improve Claude Code effectiveness. ## Arguments $ARGUMENTS should optionally specify a focus area: - **bugfix** — Apply bug fix protocol and debugging improvements - **migrations** — Apply database migration safety guidelines - **conventions** — Apply code convention checks (enum/DTO matching) - **hooks** — Suggest hooks for automated quality gates - **all** — Full analysis and recommendations (default) ## Step 1: Load Insights (data-driven first) There are TWO possible sources. **Prefer the facets digest** — it reflects the user's ACTUAL recent sessions (current, structured, project-specific), whereas the curated `.md` is hand-written and often stale / from a different project. ### Primary: facets digest (native `/insights` output) The native `/insights` command writes per-session analyses to `~/.claude/usage-data/facets/*.json` (fields: `goal_categories`, `outcome`, `friction_counts`, `friction_detail`, `claude_helpfulness`, `user_satisfaction_counts`, …). Aggregate them into a digest: ```bash …
Read the whole file at its exact version.
How to install
mdr add jotjunior/cstk/apply-insights@sha256:64775884b4cefef1The line at the top of this page pins the label git:20260808.4c75eb4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_idwwz4yqzujbymoq)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 8, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9676 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jotjunior/cstk · 24 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_idwwz4yqzujbymoq GET https://markdownregistry.com/api/v1/resolve?ref=jotjunior/cstk/apply-insights GET https://markdownregistry.com/api/v1/blob/64775884b4cefef1aa1c029b1f4d1121af36d0306f8080dc0f3529beba9db7b8
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.