Skip to content

add uniform retrieval-bias directives to all skills#30

Merged
elithrar merged 1 commit into
mainfrom
add-retrieval-bias-directives
Mar 3, 2026
Merged

add uniform retrieval-bias directives to all skills#30
elithrar merged 1 commit into
mainfrom
add-retrieval-bias-directives

Conversation

@elithrar
Copy link
Copy Markdown
Collaborator

@elithrar elithrar commented Mar 3, 2026

Summary

Skills had inconsistent (or missing) retrieval-bias directives �� the instruction that tells the model to prefer fetching current docs over relying on pre-trained knowledge. This PR makes all 9 SKILL.md files follow the same pattern established by workers-best-practices.

Frontmatter — every description now ends with: Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

Body directive — every skill opens with: Your knowledge of X may be outdated. **Prefer retrieval over pre-training** for any X task.

Retrieval sources table — every skill has a ## Retrieval Sources section with a doc/URL table.

Changes by category:

  • Already had both (no change): workers-best-practices
  • Had body directive, added description sentence: cloudflare
  • Had body directive, normalized wording/headers: agents-sdk (removed **STOP.**, added bold to key phrase, renamed ## Documentation), durable-objects (rewrote over-bolded sentence, renamed ## Retrieval-First Development), sandbox-sdk (removed **IMPORTANT:** prefix, renamed ## Retrieval-Led Development)
  • Missing both, added from scratch: wrangler, web-perf, building-mcp-server-on-cloudflare, building-ai-agent-on-cloudflare

@elithrar elithrar self-assigned this Mar 3, 2026
@elithrar elithrar merged commit d311303 into main Mar 3, 2026
@elithrar elithrar deleted the add-retrieval-bias-directives branch March 3, 2026 15:30
adewale pushed a commit to adewale/skills that referenced this pull request Apr 6, 2026
… Workers

- configuration.md: Replace generic patterns.md link with specific cross-links
  to api.md#tail-workers-observability and patterns.md#real-time-log-streaming
- README.md: Add retrieval-bias blockquote matching PR cloudflare#30 directive pattern

https://claude.ai/code/session_01CkgwSkxhYZtzvKduJF3xSR
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant