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 Chip-G0202/PaperEcho --skill paperecho-localgit clone --depth 1 https://github.com/Chip-G0202/PaperEchoWrote 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/chip-g0202/paperecho/paperecho-local)<a href="https://agentmods.dev/skills/chip-g0202/paperecho/paperecho-local"><img src="https://agentmods.dev/badge/skills/chip-g0202/paperecho/paperecho-local/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/chip-g0202/paperecho/paperecho-local"><img src="https://agentmods.dev/badge/skills/chip-g0202/paperecho/paperecho-local.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 16 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00051 | $0.01325 |
| Opus 5.5 | $0.00020 | $0.00530 |
| Sonnet 5.5 | $0.00010 | $0.00265 |
| Haiku 4.5 | $0.00005 | $0.00133 |
Grade A, and why
paperecho-local 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 2d 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 — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PaperEcho - Local
First-run is GUI-only; Headless uses the saved config and original preflight without a wizard completion flag. Packaged default/explicit workspace rules remain shared; see configuration.
The packaged PaperEcho-headless.cmd --check --mode local entry reuses Shared Runner and the same Local core. See configuration for data-root setup, embedded runtime/fuse requirements and Windows-only packaging acceptance.
Deployment paths reuse the shared runtime_config.mjs Portable/Installed/Dev contract; Local output/state stay under the selected data root in new layouts. See configuration. Do not infer layout from cwd or migrate data in this adapter.
Run the complete local-first literature workflow without representing Local as a Zotero backend. Reuse shared domain services and keep filesystem persistence in the Local adapter.
Execution Intent Routing
- Production intent such as “运行”, “跑一次”, “完整流程”, “文献追踪”, “检查配置并启动”, or “配置完成，继续” must use only
node skills/paperecho-local/scripts/run.mjs. SupplyinputandoutputRootthrough--config config/paperecho.config.jsonor explicit--input/--output-root; with sufficient parameters invoke--run, otherwise invoke only--check. - Development intent such as modifying, fixing, refactoring, auditing code, or updating tests must not invoke the production launcher. Use temporary roots, mocks, and targeted validation.
- Explanation intent must only explain or invoke
--check; never invoke--run. - A reply of “继续” reruns the same launcher with the same
--config, reloads the file, and performs a fresh preflight. Inspect onlycommonpluslocal; do not reuse readiness, wait in the background, inspect Zotero configuration, or switch to Desktop/Web. - Never ask the user to paste secrets into chat. Loading this Skill alone causes no production side effect, and production execution must not modify code or create a Git commit.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 2d ago Changed · +6 lines ccce7ec44fb4
- 2mo ago First seen · 62 lines · 51 tokens per session scan A 4af23160d4bc
paperecho-local is a skill published in the GitHub repository Chip-G0202/PaperEcho (76 stars, last pushed 3d ago), licensed MIT. It adds 51 tokens to every session and 1,325 once invoked, about $0.0002 per session on Opus 5.5. 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.
paperecho-local compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| paperecho-localChip-G0202/PaperEcho | Skill | 76 | 3d ago | MIT | A | 51 | Codex |
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | Skill | 35k | 2d ago | Apache-2.0 | A | 123 | Claude Code |
| exploratory-data-analysisK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 83 | Claude Code |
| matlabK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 44 | Claude Code |
| phylogeneticsK-Dense-AI/scientific-agent-skills | Skill | 56k | 4d ago | MIT | A | 71 | Claude Code, Codex |
| research-engineerdavila7/claude-code-templates | Skill | 33k | yesterday | MIT | A | 43 | Claude Code, Codex |
| mapping-to-snomedmaziyarpanahi/openmed | Skill | 5.8k | yesterday | Apache-2.0 | A | 205 | Claude Code |