Knowledge Search
dataelement/bisheng
Search the user's knowledge bases and knowledge spaces (企业知识库检索).
Validate the staged or published DocMason knowledge base and repair blocking issues until the quality gate passes.
Install Validation Repair
$ npx skills add JetXu-LLM/DocMason --skill validation-repair -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install JetXu-LLM/DocMason validation-repair --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/JetXu-LLM/DocMason.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/canonical/validation-repair .claude/skills/validation-repair && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "validation-repair" agent skill from https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/validation-repair into .claude/skills/validation-repair/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation-repair", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/validation-repairType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add JetXu-LLM/DocMason --skill validation-repair -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install JetXu-LLM/DocMason validation-repair --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetXu-LLM/DocMason.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/canonical/validation-repair .agents/skills/validation-repair && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "validation-repair" agent skill from https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/validation-repair into .agents/skills/validation-repair/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation-repair", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add JetXu-LLM/DocMason --skill validation-repair -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install JetXu-LLM/DocMason validation-repair --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetXu-LLM/DocMason.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/canonical/validation-repair .cursor/skills/validation-repair && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "validation-repair" agent skill from https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/validation-repair into .cursor/skills/validation-repair/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation-repair", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/JetXu-LLM/DocMason.git --path skills/canonical/validation-repair--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add JetXu-LLM/DocMason --skill validation-repair -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install JetXu-LLM/DocMason validation-repair --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetXu-LLM/DocMason.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/canonical/validation-repair .gemini/skills/validation-repair && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "validation-repair" agent skill from https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/validation-repair into .gemini/skills/validation-repair/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation-repair", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install JetXu-LLM/DocMason validation-repairInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add JetXu-LLM/DocMason --skill validation-repair -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/JetXu-LLM/DocMason.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/canonical/validation-repair .github/skills/validation-repair && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "validation-repair" agent skill from https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/validation-repair into .github/skills/validation-repair/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation-repair", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add JetXu-LLM/DocMason --skill validation-repair -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install JetXu-LLM/DocMason validation-repair --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetXu-LLM/DocMason.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/canonical/validation-repair .opencode/skills/validation-repair && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "validation-repair" agent skill from https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/validation-repair into .opencode/skills/validation-repair/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation-repair", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
validation-repair- GitHub stars
- 147
- Token cost
- ~762 tokens
- SKILL.md length
- 373 words
- Files
- 2
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Validate the staged or published DocMason knowledge base and repair blocking issues until the quality gate passes.
- Works in 6 steps: Use staging as the default validation… → Run docmason validate-kb --json. → Inspect the blocking_errors, warnings,… → …
- Tasks that involve Knowledge bases
- SKILL.md covers Required Capabilities, Procedure, Escalation Rules and Completion Signal, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Validation Repair is an agent skill from JetXu-LLM/DocMason. Validate the staged or published DocMason knowledge base and repair blocking issues until the quality gate passes.
Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `workflow.json`).
It sits in Knowledge Management, covering Knowledge bases and Quality gates. The repository describes itself as: DocMason is a repo-native agent that turns your complex office files into a local LLM knowledge base and your second brain. The repo is the app. Codex is the runtime. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Knowledge bases
- Tasks that involve Quality gates
Example prompts
- “/validation-repair”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Use staging as the default validation target unless the task explicitly says otherwise.
- Run docmason validate-kb --json.
- Inspect the blocking_errors, warnings, and per-source reports in knowledge_base//validation_report.json.
- Fix the staged source or interaction-memory files that caused the failures
- Rerun docmason validate-kb --json until the result is valid or warnings.
- When staged validation is no longer blocking, return control to the main agent so it can rerun docmason sync --json for final publication.
What it can do on your machine
Read from SKILL.md and the folder at commit 37ea2f1. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Validation Repair loads about 762 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 373 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from JetXu-LLM/DocMason at commit 37ea2f1, republished under its Apache-2.0 licence (© JetXu-LLM). 373 words, ~762 tokens.
Download SKILL.mdSave it as
.claude/skills/validation-repair/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- validation-repair
- description
- Validate the staged or published DocMason knowledge base and repair blocking issues until the quality gate passes.
Validation Repair
Use this skill when the knowledge base needs validation, repair, or publication follow-through.
This is an internal follow-on workflow behind knowledge-base-sync.
Ordinary users should not need to invoke it by name.
Required Capabilities
- local file access
- shell or command execution
- ability to read machine-readable validation reports
If the agent cannot run docmason validate-kb or inspect the reported errors, stop and explain that reliable repair is not possible.
Procedure
- Use
stagingas the default validation target unless the task explicitly says otherwise. - Run
docmason validate-kb --json.- keep DocMason workspace commands sequential inside one live workspace session
- do not overlap
validate-kbwithsync,status,retrieve, ortraceagainst the same workspace while leases may still be active
- Inspect the
blocking_errors,warnings, and per-source reports inknowledge_base/<target>/validation_report.json. - Fix the staged source or interaction-memory files that caused the failures:
- missing or stale
knowledge.json - missing or malformed
summary.md - unresolved citations
- unresolved
artifact_idcitations - invalid related-source links
- missing or malformed
artifact_index.json - missing or malformed
pdf_document.json - missing or malformed
semantic_overlay/*.json - invalid
render_page_span, artifact refs, or sidecar asset references - placeholder or incomplete bilingual content
- missing or stale
- Rerun
docmason validate-kb --jsonuntil the result isvalidorwarnings. - When staged validation is no longer blocking, return control to the main agent so it can rerun
docmason sync --jsonfor final publication.
Show full SKILL.md (155 more words)Show less
Escalation Rules
- If validation reveals a capability or evidence gap that cannot be repaired honestly, stop and surface that blocker instead of weakening the quality gate.
- If a fix would require changing derived retrieval or trace artifacts directly, do not hand-edit them. Regenerate them through the supported workflows.
- If the failure is in deterministic sidecars such as
artifact_index,visual_layout,spreadsheet_*, orpdf_document, repair the upstream staged source inputs or rerun the supported compiler path instead of hand-editing the derived files. - Final publication remains a main-agent step.
Completion Signal
- The workflow is complete when validation reaches
validorwarnings, or when a concrete unrecoverable blocker has been surfaced to the main agent.
Notes
- Blocking errors prevent publication.
- Warnings are acceptable only when the evidence manifest records partial extraction failure clearly and the surviving evidence still exists.
- Do not hand-edit derived graph, retrieval, or trace files unless you are explicitly regenerating them through the supported DocMason commands.
© JetXu-LLM, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/canonical/validation-repair of JetXu-LLM/DocMason.
- SKILL.md
- workflow.json
Open the folder on GitHubat commit 37ea2f1
Compare with similar skills
Validation Repair next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Validation Repair this skillJetXu-LLM/DocMason | 147 | — | ~762 | Automated safety check: Pass | Apache-2.0 | |
| Knowledge Searchdataelement/bisheng | 12k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Capture Conversationoutline/outline | 41k | — | ~474 | Automated safety check: Pass | Custom licence | |
| Find And Citeoutline/outline | 41k | — | ~537 | Automated safety check: Pass | Custom licence | |
| Xhs Virtual Productchenjin-cmd/xhs-virtual-product | 729 | — | ~862 | Automated safety check: Pass | MIT | |
| OpenkbVectifyAI/OpenKB | 4.8k | 1 repos | ~2k | Automated safety check: Warn | Apache-2.0 |
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Related
Categories
Questions about Validation Repair
What does Validation Repair do?
Validate the staged or published DocMason knowledge base and repair blocking issues until the quality gate passes. Validation Repair is an agent skill from JetXu-LLM/DocMason. Validate the staged or published DocMason knowledge base and repair blocking issues until the quality gate passes.
When should I use Validation Repair?
Validation Repair fits situations like: tasks that involve Knowledge bases; tasks that involve Quality gates.
How do I install Validation Repair in Claude Code?
Run `npx skills add JetXu-LLM/DocMason --skill validation-repair -a claude-code`. Or copy the skill folder (skills/canonical/validation-repair in JetXu-LLM/DocMason) into .claude/skills/validation-repair in your project. Claude Code loads it when a task matches its description.
How do I install Validation Repair in Codex?
Run `npx skills add JetXu-LLM/DocMason --skill validation-repair -a codex`. Or copy the skill folder (skills/canonical/validation-repair in JetXu-LLM/DocMason) into .agents/skills/validation-repair in your project. Codex loads it when a task matches its description.
Can I use Validation Repair in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add JetXu-LLM/DocMason --skill validation-repair -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/validation-repair, .gemini/skills/validation-repair, .github/skills/validation-repair and .opencode/skills/validation-repair in your project.
What does Validation Repair need to run?
SKILL.md names no scripts, command-line tools or credentials: Validation Repair is instructions for the agent only.
Does Validation Repair access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Validation Repair safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Validation Repair use?
Validation Repair is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Validation Repair use?
About 762 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Validation Repair?
Skills that share tags, products or a category with Validation Repair: Knowledge Search (dataelement/bisheng, 12k stars), Capture Conversation (outline/outline, 41k stars), Find And Cite (outline/outline, 41k stars) and Xhs Virtual Product (chenjin-cmd/xhs-virtual-product, 729 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Validation Repair?
JetXu-LLM (a GitHub user) maintains it in JetXu-LLM/DocMason, which has 147 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 9, 2026.
Source: JetXu-LLM/DocMason on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.