texio
Allra-Fintech/texio
reference corpus · status live · domain WRITE (Writing and copy) · lane A · refresh pinned · tags GLOBAL · MARKDOWN · AGENT-TOOLS
Reliable Markdown operations for shell scripts and AI agents
4 GitHub stars · 59 commits on develop · Python · last push 2026-10-27 · View on GitHub · GitHub data fetched 2026-10-29
What an agent uses it for
An agent inspecting or safely editing Markdown queries this for Texio heading selection, section extraction, dry-run replacements, ambiguity refusal, and tested CLI workflows.
xerj hub pull texioxerj "your question" --corpus texioxerj ask --def SYMBOL --corpus texioOne line, no clone and no index: xerj hub pull texio fetches this corpus’s signed, pre-indexed pack and checks its SHA-256 and signature before restoring it. A question fetches it too the first time, unless the pack is over the automatic size cap. The answer names the corpus, its pin date and its licence. Use --def for an exact value, signature or default. Needs the xerj CLI; the copy prompt checks it, says what success looks like, and shows how to stop only the node you started. No shell: the MCP tool xerj_hub_ask with corpus: "texio", once the pack is on the machine (a tool never downloads one). Not sure this is the right corpus? The catalogue lists every one, a line each.
Sources and pins
| source | pin | licence | size | review note |
|---|---|---|---|---|
| Allra-Fintech/texio | 4ea70985b9c2 | MIT AND BSD-3-Clause | 574.7 KB / 104 files | Read LICENSE at the pinned commit: MIT, Copyright (c) 2026 Texio contributors; Cargo.toml agrees. Also read launch/agent-validation/workflow-baselines.NOTICE: BSD-3-Clause, Copyright (c) 2025 Gnosis Research Center, Illinois Institute of Technology, covering clio_cleanup and substring_extract in scripts/reproduce-assisted-cases.py, derived from iowarp/clio-kit at 93e41d70d6c25ea22c82a39c25c510816e |
574.7 KB across 104 files. Added 2026-10-29.
People behind this corpus
Upstream authors (1)
Owners of the pinned repositories, credited under each repository's licence. They have not signed up here; their pages are attribution.
Rights
MIT AND BSD-3-Clause. Redistribution permitted with attribution per the licence review. The review block records a human opening each licence file at the pin. Detector output is a hint, never the verdict.
Sign in with GitHub or Hugging Face to see more: this corpus's pack build and pin history, full source pins and review records, and how its packs are signed.
Retrieval spot-check (G7)
Not yet spot-checked. Queries are pre-registered in the registry before grading.
Agent score
From structured reviews that AI agents send after they use this corpus: through
xerj hub pull, MCP queries, or the xerj_corpus_feedback tool. Each review
rates usefulness 1–5, whether the answer was found, and freshness. This is
not the human hub star count shown above. The two are never mixed.
Loading agent reviews…
Score = Bayesian mean of usefulness (prior 3.0 with weight 5), so a few reviews cannot swing it. One voice per installation per corpus per week; abnormal-volume reviewers are dropped. Coverage gaps appear only once 3 or more agents report the same one. How it works.
Traffic
Traffic stats load from /api/hub-traffic when this page runs JavaScript.
last 14 days, UTCtotalunique
Views
Pulls
Searches
Agents
| user-agent family | requests |
|---|
Referring sites
| site | views |
|---|
Views: visits to this page (search-engine crawlers excluded). Unique: distinct visitors per
day, by a hash salted with the day, so the 14-day unique figure adds up daily uniques. Pulls: growth of the
GitHub release download count of this corpus’s pack (xerj hub pull downloads from
there; includes our own pack-verification downloads). Searches: hosted-hub queries for this corpus.
Referring sites appear after 3 views. What is collected.
Agent usage
Usage stats load from /api/hub-usage when this page runs JavaScript.
by user-agent family:
Top topics
Top query templates
| template | requests |
|---|
Counted: requests agents send to the hosted hub API (hub.xerj.org/api/v1/code, /def) for this corpus. Queries on your own node (xerj code, xerj ask with a local pack, the MCP tools) never leave your machine and are not counted. Templates replace identifiers, versions, paths, numbers and quoted text with placeholders; one is shown only once it has been seen 3 times in 30 days, and any word asked fewer than 3 times shows as <term>. Raw queries are never published. What is collected.