Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Lylll9436/Paper-Polish-Workflow-skill --skill ppw-updategit clone --depth 1 https://github.com/Lylll9436/Paper-Polish-Workflow-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/lylll9436/paper-polish-workflow-skill/ppw-update)<a href="https://agentmods.dev/skills/lylll9436/paper-polish-workflow-skill/ppw-update"><img src="https://agentmods.dev/badge/skills/lylll9436/paper-polish-workflow-skill/ppw-update/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/lylll9436/paper-polish-workflow-skill/ppw-update"><img src="https://agentmods.dev/badge/skills/lylll9436/paper-polish-workflow-skill/ppw-update.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00030 | $0.01382 |
| Opus 5 | $0.00015 | $0.00691 |
| Sonnet 5 | $0.00006 | $0.00276 |
| Haiku 4.5 | $0.00003 | $0.00138 |
Grade A, and why
ppw:update scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Purpose
This Skill syncs local .claude/skills/ and references/ from the upstream GitHub repository Lylll9436/Paper-Polish-Workflow-skill. It downloads the latest SKILL.md files and reference documents, compares them with local versions, and updates any changed files.
Trigger
Activates when the user asks to:
- Update or sync skills from the remote repo
- 更新或同步技能包
Example invocations:
- "update skills"
- "sync skills from GitHub"
- "更新技能"
Modes
| Mode | Default | Behavior |
|---|---|---|
direct |
Yes | Fetch, compare, update, report — no intermediate confirmation |
interactive |
Show diff summary before applying each update |
Default mode: direct
Workflow
Step 0: Workflow Memory Check
- Read
.planning/workflow-memory.json. If file missing or empty, skip to Step 1. - Check if the last 1-2 log entries form a recognized pattern with
ppw:updatethat has appeared >= threshold times in the log. Seeskill-conventions.md > Workflow Memory > Pattern Detectionfor the full algorithm. - If a pattern is found, present recommendation via AskUserQuestion:
- Question: "检测到常用流程:[pattern](已出现 N 次)。是否直接以 direct 模式运行 ppw:update?"
- Options: "Yes, proceed" / "No, continue normally"
- If user accepts: set mode to
direct, skip Ask Strategy questions. - If user declines or AskUserQuestion unavailable: continue in normal mode.
Step 1: Pre-flight Check
- Verify
ghCLI is available and authenticated:gh auth status - Verify the upstream repo is accessible:
gh api repos/Lylll9436/Paper-Polish-Workflow-skill --jq '.full_name' - If either check fails, report the error and stop.
- Record workflow: Append
{"skill": "ppw:update", "ts": "<ISO timestamp>"}to.planning/workflow-memory.json. Create file as[]if missing. Drop oldest entry if log length >= 50.
Step 2: Fetch Remote File Index
- List all skill directories from the remote repo:
gh api repos/Lylll9436/Paper-Polish-Workflow-skill/contents/.claude/skills --jq '.[].name' - List all reference files from the remote repo:
gh api repos/Lylll9436/Paper-Polish-Workflow-skill/contents/references --jq '.[] | .name + " " + .type' - For reference subdirectories (type=dir), also list their contents recursively.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 157 lines · 30 tokens per session scan A 0dd693769767
ppw:update is a skill published in the GitHub repository Lylll9436/Paper-Polish-Workflow-skill (386 stars, last pushed 5mo ago), licensed MIT. It adds 30 tokens to every session and 1,382 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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