---
name: qiongli
description: Qiongli version: v1.2.0. Cross-disciplinary economics and accounting workflow for archival, causal, and reporting-setting research.
---

# Qiongli Economics + Accounting

Cross-disciplinary economics and accounting workflow for archival, causal, and reporting-setting research.

Installed Qiongli workflow version: `v1.2.0`

## Economics + Accounting Workflow Map

### 1. Research Framing
Question, contribution, theory, institutional setting, and venue fit

### 2. Economics and Accounting Literature
Search, mapping, extraction, citation grounding, and construct positioning

### 3. Identification, Measurement, and Design
Causal design, disclosure setting, accounting constructs, variables, and robustness

### 4. Evidence and Results
Economic interpretation, accounting measurement diagnostics, tables, and figures

### 5. Manuscript and Reproducibility
Paper architecture, reporting transparency, reproducibility, and submission readiness

## Required Behavior

- Use the canonical task and output definitions in `references/workflow-contract.md`.
- Keep stage labels and task IDs unchanged across models.
- When a workflow references `templates/<name>.md`, load the template from `templates/`.
- Use `skills/registry.yaml` as the active skill list for this subject package.

## Literature Provider Configuration

- CLI, Codex, and Claude Code installs can configure external literature providers with `qiongli provider setup` and audit them with `qiongli provider doctor`.
- In bundled MCP installs, do not expect the client MCP settings UI to inject provider keys into the plugin-bundled MCP server. Use `qiongli_config_status` to find the shared provider config path, then use `qiongli_configure_provider` to open a local browser setup page. Use `qiongli_save_provider_config` only for explicit scripted writes.
- Keep provider secrets out of `.mcp.json`, plugin manifests, release ZIPs, and research artifacts. The bundled provider server reads the shared provider config or explicit provider environment variables at runtime.
- Treat `provider_connected` as the only mode where configured external academic provider credentials are available to the local runtime.
- Treat `strategy_only` as a constrained mode: use platform search or user-supplied corpus, record the limitation, and do not claim review-grade external provider coverage.
- Claude Desktop/Web focused ZIPs are skill-only packages kept within the 180-file upload budget. They contain workflows/prompts/templates, store no secrets, and cannot execute OpenAlex, Semantic Scholar, Crossref, or PubMed API calls by themselves.
- For a manual Desktop install, upload the `qiongli-claude-desktop-skill-*.zip` first, then add a manual MCP install when provider calls or local orchestration are required. The skill ZIP supplies agent instructions, workflows/prompts/templates, and subject overlays; MCP supplies tool calls.
- Desktop/Web users need the Qiongli Literature Provider `.mcpb` (`qiongli-literature-provider.mcpb`) or platform-native search capability before claiming `provider_connected` literature search. The MCPB is the separate local Claude Desktop provider for OpenAlex and Semantic Scholar configuration. If no MCPB or platform-native search is available, record the run as `strategy_only`.
- The literature MCPB provides literature MCP tools only. It does not launch orchestrator agents. To expose the full agent runtime through MCP, manually install the full CLI MCP server with `qiongli mcp serve --transport stdio`; clients can then call tools such as `qiongli_task_run` after the local CLI runtime and model CLIs are configured.

## Skill Loading Strategy

Use `skills-summary.md` for quick lookup, `skills-core.md` for consolidated guidance, and detailed files under `skills/` for active subject skills.
