What is paperecho-workflow?

A workflow guide for changing or checking PaperEcho behavior shared by its Desktop, Web, and Local versions. PaperEcho is a literature workflow with stages for handling research documents and related data.

Use it when implementing, modifying, auditing, or debugging shared PaperEcho stages, literature identity and indexing, local state, translations, email, cleanup, or cross-version behavior.

It helps keep shared behavior consistent and protects existing data, recovery behavior, and duplicate-prevention rules across the three versions.

paperecho-workflow — Skill for Codex by Chip-G0202/PaperEcho

Install

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.

Any agent

npx skills add Chip-G0202/PaperEcho --skill paperecho-workflow

Clone the repo

git clone --depth 1 https://github.com/Chip-G0202/PaperEcho

Made for: Codex.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/chip-g0202/paperecho/paperecho-workflow/github.svg)](https://agentmods.dev/skills/chip-g0202/paperecho/paperecho-workflow)

Your own site

<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.

Your own site · 80×15

<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>

Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,311 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Token cost

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	$0.01311
Opus 5.5	$0.00027	$0.00524
Sonnet 5.5	$0.00014	$0.00262
Haiku 4.5	$0.00007	$0.00131

Measured 2d ago against content hash c17ce159922f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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 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.

skills/paperecho-workflow/SKILL.md · 69 lines

How it starts

The opening of the file, as written. The whole thing — 69 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.md before acting.
Run git status --short; separate the requested scope from existing .planning/**, runtime data, caches, and user edits.
Locate the owner with targeted rg searches. 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.

Read the full file on GitHub · 69 lines

Files

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.

Changes

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 · +11 lines c17ce159922f
2mo ago First seen · 58 lines · 68 tokens per session scan A 2a9b72c6c506

Subscribe to this mod's changes

paperecho-workflow is a skill published in the GitHub repository Chip-G0202/PaperEcho (76 stars, last pushed 3d ago), licensed MIT. It adds 68 tokens to every session and 1,311 once invoked, about $0.0003 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-workflow next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
paperecho-workflowChip-G0202/PaperEcho	Skill	76	3d ago	MIT	A	68	Codex
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	today	MIT	A	103	Claude Code