Update agent-skills-creator for newer frontier model guidance - #31
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Fold in current vendor guidance on skills for newer models: shorter descriptions judged against the whole installed listing, SKILL.md as a router for multi-workflow skills, review checkpoints as stopping points to audit, and the model-upgrade tension between cutting old constraints and stating scope of done. - authoring-tips: test-reminder example, stop-for-review guidance, router framing, description length and listing bullets - capability-delta: description-listing audit step, upgrade paragraph - improving-existing-skills: dimensions 1 and 8, steps 2 and 6 - evaluation-and-iteration: multi-vendor sourcing, listing-wide routing - SKILL.md: two modes, step 2 and 3 wording, two gotchas - evals: cases 5 and 6, two should-trigger prompts Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01YZaAGqf12Q9YHSm8vntmvj
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September 17, 2026 05:42
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Summary
Folds the guidance from OpenAI's "Rethinking skills and prompts for GPT-6 Astra" into
agent-skills-creator. Most of the post's points were already in the skill (situation-based triggers with the same migration example, grant-permission envelope, constraint cut, shared-repo model diversity). This PR adds the parts that were missing, without naming models or dates in the skill text.Skills changed
agent-skills-creatoronlyWhat changed
capability-delta.mdaudits every description as one listing before any body edit. Routing evals run against the whole listing.capability-delta.md: cutting old rein-in constraints without adding scope of done and safe-loop permission yields a skill that stops sooner than before.Validation
validate.sh skills/agent-skills-creatorandvalidate.sh --allpass with 0 FAIL under a UTF-8 locale. WithLANGunset the Ruby frontmatter parser fails for every skill in the repo, including untouched ones; that is a pre-existing environment issue in the validator, not touched here.No README change: the skill count and bullet are unchanged.
🤖 Generated with Claude Code
https://claude.ai/code/session_01YZaAGqf12Q9YHSm8vntmvj
Generated by Claude Code
Note
Low Risk
Documentation and eval scenario changes only for the agent-skills-creator skill; no runtime code or application behavior changes.
Overview
Updates
agent-skills-creatorguidance and evals for newer frontier-model behavior: crowded installed listings, literal review checkpoints, and collection-wide description routing.Descriptions as a shared budget. Docs now treat every installed description as one listing the host may trim together—not per-file
description-lengthpasses. Collection workflow adds an audit-all-descriptions step before body edits; routing evals and rewrite steps emphasize shortening, moment-of-use triggers, sibling disambiguation, and testing against the full listing (bodies unchanged for routing fixes).Completion vs early stop. Guidance flags generic “stop for review” / test reminders that frontier models follow literally, pairs constraint cuts with explicit scope-of-done and safe-loop permission on upgrades, and adds a SKILL.md mode plus gotchas for skills that hand back after a first draft.
Structure & evals. Multi-workflow skills should use SKILL.md as a router with per-workflow references.
evals/evals.jsonadds scenarios for truncated-listing misrouting and post-upgrade early-stop behavior, plus matching should-trigger prompts.Reviewed by Cursor Bugbot for commit 376cac2. Bugbot is set up for automated code reviews on this repo. Configure here.