lovstudio%3askill-optimizer（lovstudio%3akill 优化器）

skill-optimizer — 自动优化 lovstudio skill 并维护版本与 changelog

Runs a lint → fix → bump → changelog pipeline on an existing skill in this repo. Fully automatic — no interactive prompts. Every run produces a concrete version bump and a new CHANGELOG.md entry so optimization history is traceable.

When to Use

• User mentioned a concrete problem with an existing skill in this conversation (wrong trigger phrases, stale CLI flags, missing README badge, etc.) and wants it fixed.
• User asks to "audit", "polish", "refine", "刷一遍" an existing skill.
• User explicitly asks to bump a skill's version or update its changelog.
• Proactively after another skill has been modified meaningfully — run this to record the change with a version bump.

Workflow (MANDATORY, fully automatic)

Do not ask the user for options. Infer everything from (a) the target skill name and (b) any optimization notes mentioned in the current conversation.

Step 1: Identify target & context

From the user's message, extract:

1. Target skill name — e.g. any2pdf, lovstudio-any2pdf, or lovstudio:any2pdf. Normalize to the bare name (strip prefix). If the user did not name a skill explicitly, infer it from recent conversation context (the skill they were just working on). If still ambiguous, ask one targeted question.
2. Context-driven fix list — scan the current conversation for issues the user raised about this skill: wrong flags, trigger misfires, broken CJK rendering, missing options, confusing README, etc. This list is the primary driver. The generic lint only supplements it.

Step 2: Lint

python3 skills/lovstudio-skill-optimizer/scripts/lint_skill.py <name> --json

Parse the JSON findings. Combine with the context-driven fix list from Step 1. Prioritize in this order:

1. Fixes the user explicitly mentioned in conversation (highest priority)
2. Lint error findings
3. Lint warn findings
4. Lint info findings — apply only if cheap and safe

Step 3: Apply fixes directly

Edit SKILL.md, README.md, scripts/*.py with the Edit tool based on the prioritized fix list. Guidelines:

• SKILL.md frontmatter description: make sure it covers what + when + concrete trigger phrases (中文 + English). Don't bloat it; keep under ~800 chars.
• CLI args in scripts: if the user hit a bug with a specific flag, fix the root cause — don't paper over it.
• Progressive disclosure: if SKILL.md body > 500 lines, split the largest section to references/<topic>.md.
• Don't write tests or docs that weren't asked for. The CHANGELOG entry IS the documentation of the change.
• Don't add emojis unless the original file already uses them consistently.

Step 4: Decide bump type

Choose semver bump based on the fixes applied:

Stay in 0.x unless explicitly told otherwise — per repo release conventions.

Step 5: Bump version + write changelog

python3 skills/lovstudio-skill-optimizer/scripts/bump_version.py <name> \
  --type <patch|minor|major> \
  --message "<one-line summary of the biggest change>" \
  --change "<additional bullet>" \
  --change "<additional bullet>"

This updates:

• README.md version badge (source of truth)
• SKILL.md frontmatter metadata.version (kept in sync if present)
• CHANGELOG.md — prepends a new entry with today's date (creates the file if missing)

Step 6: Re-lint & report

python3 skills/lovstudio-skill-optimizer/scripts/lint_skill.py <name>

Report to the user, in this exact shape and nothing more:

optimized: lovstudio-<name>
version:   <old> → <new>
fixes:
  - <bullet 1>
  - <bullet 2>
remaining lint warnings: <count>  (or "none")

Do not print a trailing summary, self-congratulation, or next-step suggestions. The diff speaks for itself.

Step 7: Commit, push & sync all locations

Skills live in three locations that must stay in sync:

source (edit here):  ~/projects/lovstudio-skills/        → lovstudio/skills
claude reads from:   ~/.claude/skills/*                   → symlinks to source
distribution repo:   ~/projects/lovstudio-pro-skills/     → lovstudio/pro-skills

7a. Commit & push to source repo:

cd ~/projects/lovstudio-skills
git add skills/lovstudio-<name>/
git commit -m "fix(<name>): <one-line summary>"
git push

• Commit message follows repo convention: fix|feat|docs(<skill-name>): <summary>
• Use fix for patch, feat for minor, feat! for major

7b. Sync to pro-skills distribution repo:

The two repos have independent git histories (not forkable), so sync via file copy:

SRC=~/projects/lovstudio-skills/skills/lovstudio-<name>
DST=~/projects/lovstudio-pro-skills/skills/lovstudio-<name>
rsync -av --delete "$SRC/" "$DST/"
cd ~/projects/lovstudio-pro-skills
git add skills/lovstudio-<name>/
git commit -m "sync(<name>): <version> from lovstudio/skills"
git push origin main

~/.claude/skills/ is already up-to-date via symlinks — no action needed.

If any step fails, report the sync state to the user rather than silently skipping. A partial sync (source updated but pro-skills stale) is the exact problem this step exists to prevent.

CLI Reference

lint_skill.py

Exit code: 2 if any error-severity finding, 0 otherwise.

bump_version.py

Dependencies

Python 3.8+ (stdlib only, no pip install needed).