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-workflowgit 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-workflow)<a href="https://agentmods.dev/skills/chip-g0202/paperecho/paperecho-workflow"><img src="https://agentmods.dev/badge/skills/chip-g0202/paperecho/paperecho-workflow/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-workflow"><img src="https://agentmods.dev/badge/skills/chip-g0202/paperecho/paperecho-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00068 | $0.00970 |
| Opus 5 | $0.00034 | $0.00485 |
| Sonnet 5 | $0.00014 | $0.00194 |
| Haiku 4.5 | $0.00007 | $0.00097 |
Grade A, and why
paperecho-workflow 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 12d 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 — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PaperEcho Workflow
Treat PaperEcho as one shared domain workflow with three boundary adapters. Preserve correctness, idempotency, recovery, user data, and existing work before optimizing or adding code. Treat existing PAPERFLOW_* environment variables and internal lowercase paperflow identifiers as compatibility interfaces, not as the current product brand.
Start Here
- Read the repository root
AGENTS.mdbefore acting. - Run
git status --short; separate the requested scope from existing.planning/**, runtime data, caches, and user edits. - Locate the owner with targeted
rgsearches. Read the owner, direct callers, and nearest tests only. - Classify the change before editing:
- Shared semantics belong in the shared Stage or library owner.
- Desktop CLI/JS bridge behavior belongs in the Desktop adapter.
- Web API HTTP, version, batching, and rate-limit behavior belongs in the Web adapter.
- Local import, snapshots, feedback, timings, and output layout belong in the Local adapter.
- Reuse the existing owner and test pattern. Do not add a second index, formatter, sender, cache, or path-specific Stage copy.
Progressive Loading
- Architecture or cross-path work: read architecture.md.
- Stage responsibility, inputs, outputs, or gates: read stage-contracts.md.
- Dedupe, identity, state, cache, or migration work: read identity-and-storage.md.
- Email, overview, attachments, receipt, or resend work: read stage5-email.md.
- Retention, run groups, path safety, or ephemeral cleanup work: read housekeeping.md.
- Before validation or commit: read validation.md.
- Production execution, preflight, continue, result validation, or exit codes: read execution.md.
Read only the references needed for the task. All references are one level below this file.
What ships with it
8 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.
- 12d ago First seen · 58 lines · 68 tokens per session scan A 2a9b72c6c506
paperecho-workflow is a skill published in the GitHub repository Chip-G0202/PaperEcho (56 stars, last pushed 11d ago), licensed MIT. It adds 68 tokens to every session and 970 once invoked, about $0.0003 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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