What is qiongli CLAUDE.md?

A contract-driven workflow for academic research, covering the path from literature review through manuscript writing, compliance checks, submission, and presentation. It uses task IDs and documented standards to select the appropriate workflow.

Routing paper and research-lifecycle requests, validating research standards, running workflow tests, checking available agent integrations, and installing or diagnosing the research workflow.

It gives research work a defined sequence, required outputs, and validation checks instead of leaving each stage to ad hoc instructions.

How jxpeng98/qiongli configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to jxpeng98/qiongli. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/jxpeng98/qiongli/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/jxpeng98/qiongli

Made for: Claude Code.

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/instructions/jxpeng98/qiongli/claude-md/github.svg)](https://agentmods.dev/instructions/jxpeng98/qiongli/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/jxpeng98/qiongli/claude-md"><img src="https://agentmods.dev/badge/instructions/jxpeng98/qiongli/claude-md/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/instructions/jxpeng98/qiongli/claude-md"><img src="https://agentmods.dev/badge/instructions/jxpeng98/qiongli/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 3,296 This file is loaded in full into every session.

When invoked 3,296 The same file — it is already loaded in full.

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

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	$0.03296	$0.03296
Opus 5	$0.01648	$0.01648
Sonnet 5	$0.00659	$0.00659
Haiku 4.5	$0.00330	$0.00330

Measured 9d ago against content hash 49d4f4884b9e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

qiongli CLAUDE.md 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 9d 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.

CLAUDE.md · 261 lines

How it starts

The opening of the file, as written. The whole thing — 261 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md — Qiongli

Project Overview

This is a Qiongli Zhengche (穷理证澈) system: a contract-driven academic workflow covering the full lifecycle from literature review through manuscript production, compliance checking, submission, and presentation.

Canonical standard (cross-model):

standards/research-workflow-contract.yaml — Task IDs, required outputs, quality gates
standards/mcp-agent-capability-map.yaml — MCP tool mapping & primary/fallback agents
qiongli-workflow/references/workflow-contract.md — Task ID table (A1–M7)
qiongli-workflow/references/platform-routing.md — Task ID → workflow mapping
Artifact root: RESEARCH/[topic]/

Local validation:

python3 scripts/validate_research_standard.py --strict
python3 -m unittest tests.test_orchestrator_workflows -v
python3 -m bridges.orchestrator doctor --cwd .
./scripts/install_qiongli.sh --target all --project-dir /path/to/project --doctor

Quick Commands

/paper [topic] [venue]                # Master router — choose paper type + task ID
/paper-lifecycle [topic]              # Full-cycle lifecycle preview from topic to journal fit
/lit-review [topic] [year range]     # Systematic literature review (PRISMA)
/paper-read [URL or DOI]             # Deep paper analysis
/find-gap [research area]            # Identify research gaps
/build-framework [theory/concept]    # Build theoretical framework
/academic-write [section] [topic]    # Academic writing assistance
/coursework [brief/task/topic]       # Coursework, assignment, rubric, and learning-outcome support
/dissertation [topic/program/level]  # Dissertation, thesis, capstone, supervisor feedback, and viva support
/synthesize [topic] [outcome_id]     # Evidence synthesis / meta-analysis
/paper-write [topic] [type] [venue]  # Full manuscript drafting
/study-design [topic]                # Empirical study design
/ethics-check [topic]                # Ethics / IRB pack
/compliance-check [topic]            # Pre-submission compliance check (G1-G4)
/submission-prep [topic] [venue]     # Submission package
/rebuttal [topic]                    # Rebuttal / response to reviewers
/code-build [method] --domain ...    # Build academic research code
/proofread [topic]                   # AI de-trace / final proofreading
/academic-present [topic]            # Academic presentation preparation

Read the full file on GitHub · 261 lines

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.

9d ago First seen · 261 lines · 3,296 tokens per session scan A 49d4f4884b9e

Subscribe to this mod's changes

qiongli CLAUDE.md is an instructions file published in the GitHub repository jxpeng98/qiongli (24 stars, last pushed today), licensed MIT. It adds 3,296 tokens to every session, about $0.0165 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.

Claude Code Research Writing and docs academic-research claude-code-plugin codex codex-plugin mcp

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