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improve api-integration skill structure#1

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fernandezbaptiste wants to merge 1 commit intocwinvestments:masterfrom
fernandezbaptiste:improve-api-integration-skill
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improve api-integration skill structure#1
fernandezbaptiste wants to merge 1 commit intocwinvestments:masterfrom
fernandezbaptiste:improve-api-integration-skill

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@fernandezbaptiste
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@fernandezbaptiste fernandezbaptiste commented Mar 27, 2026

hey @cwinvestments, thanks for building memstack. really like the structured skill framework with the 3-tier governor system + anti-rationalization tables. Kudos on soon reaching 50 stars! I've just starred it.

ran your api-integration skill through agent evals and spotted a few quick wins that took it from ~73% to ~90% performance:

  • expanded description with capability statement covering auth methods, rate limiting, error recovery + circuit breakers

also added a GitHub Action that auto-reviews any skill.md changed in a PR (includes min permissions, uses a pinned action version, only posts a review comment).

this means that it gives you and your contributors an instant quality signal before you have to review yourself (no signup, no tokens needed).

optionally, you can enable optimize mode by adding a token as TESSL_API_TOKEN in your repo secrets - when enabled, the action suggests improvements you can accept by commenting /apply-optimize.

these were easy changes to bring the skill in line with what performs well against Anthropic's best practices. honest disclosure, I work at tessl.io where we build tooling around this. not a pitch, just fixes that were straightforward to make! happy to answer any questions on the changes.

@fernandezbaptiste fernandezbaptiste force-pushed the improve-api-integration-skill branch from 3e450d2 to 37f9268 Compare March 27, 2026 16:40
…mize CI

- expand frontmatter description with capability statement
- add .github/workflows/skill-review.yml for automated skill review + optimize on PRs
- add .github/workflows/skill-apply-optimize.yml for /apply-optimize command
@fernandezbaptiste fernandezbaptiste force-pushed the improve-api-integration-skill branch from 37f9268 to 15e8d3e Compare March 27, 2026 17:28
@cwinvestments
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Thanks for the suggestions and for running the eval. I'm going to incorporate the description improvements manually to keep the changes consistent with our internal style. Appreciate the contribution!

cwinvestments added a commit that referenced this pull request Apr 4, 2026
…issues #2 #3 #4, PR #1)

- Replace all hardcoded C:/Projects/memstack paths with $MEMSTACK_PATH in 7 skills
- Add MEMSTACK_DISABLE_TTS=true env var toggle to pre-tool-notify.sh
- Fix start-memstack.bat junction logic: merge rules into existing .claude dirs
- Expand api-integration skill description with auth/circuit-breaker details
- Add Pro upsell note to secrets-scanner skill

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2 participants