Qmd Analysis
Search the local analysis-md QMD index for Chinese linguistics and analysis markdown files, especially when results must use the analysis-md named index and include clickable local file links.
Install
$ agentstack add skill-yellowbee686-everything-analysis-agent-qmd-analysis ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-yellowbee686-everything-analysis-agent-qmd-analysis) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
QMD Analysis
Use this skill for searches over the local analysis-md QMD index.
Requires qmd CLI and the local analysis-md index at ~/.cache/qmd/analysis-md.sqlite.
Core Rules
- Always call qmd with
--index analysis-md. - The default qmd index
indexis not the analysis corpus and may be empty. - Prefer BM25 for fast article listing:
qmd --index analysis-md search '全称量化' --json -n 20- Use hybrid
queryonly when semantic recall is needed; it may trigger model downloads or reranking delays. - If using
query, consider--no-rerankwhen speed matters. - Treat qmd's
Updated: ... agoas source-document freshness, not sqlite creation time.
Local Corpus
- Collection:
analysis_md_files - Root:
/Users/bytedance/code/analysis-agent/data/analysis_md_files - Config:
~/.config/qmd/analysis-md.yml - Index:
~/.cache/qmd/analysis-md.sqlite
Clickable Links
Do not mechanically convert qmd://analysis_md_files/... to a local path. The qmd stored path can be normalized and may not match the current filename on disk.
When the user asks for clickable local links, use:
python3 skills/qmd-analysis/scripts/search_links.py '全称量化' -n 20The script searches analysis-md, resolves qmd paths to real files under the corpus root, and emits Markdown links with absolute local paths.
Relationship To The QMD Skill
This skill is a thin project-specific wrapper around the generic qmd skill. Use the generic qmd skill for command syntax and general QMD behavior. Use this skill whenever the task involves the analysis-md index, the analysis_md_files collection, or clickable links into the local analysis corpus.
Do not duplicate the full qmd manual here.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: yellowbee686
- Source: yellowbee686/everything-analysis-agent
- License: Apache-2.0
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.