LLM Wiki Knowledge Graph
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
A specialized skill for systematizing knowledge base content lifecycle management and quality governance.
$ npx skills add revfactory/harness-100 --skill content-lifecycle-manager -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 content-lifecycle-manager --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/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager .claude/skills/content-lifecycle-manager && 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 "content-lifecycle-manager" agent skill from https://github.com/revfactory/harness-100/tree/main/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager into .claude/skills/content-lifecycle-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-lifecycle-manager", 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/revfactory/harness-100/tree/main/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-managerType 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 revfactory/harness-100 --skill content-lifecycle-manager -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 content-lifecycle-manager --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager .agents/skills/content-lifecycle-manager && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "content-lifecycle-manager" agent skill from https://github.com/revfactory/harness-100/tree/main/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager into .agents/skills/content-lifecycle-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-lifecycle-manager", 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 revfactory/harness-100 --skill content-lifecycle-manager -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 content-lifecycle-manager --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager .cursor/skills/content-lifecycle-manager && 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 "content-lifecycle-manager" agent skill from https://github.com/revfactory/harness-100/tree/main/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager into .cursor/skills/content-lifecycle-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-lifecycle-manager", 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/revfactory/harness-100.git --path en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager--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 revfactory/harness-100 --skill content-lifecycle-manager -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 content-lifecycle-manager --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager .gemini/skills/content-lifecycle-manager && 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 "content-lifecycle-manager" agent skill from https://github.com/revfactory/harness-100/tree/main/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager into .gemini/skills/content-lifecycle-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-lifecycle-manager", 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 revfactory/harness-100 content-lifecycle-managerInstalls 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 revfactory/harness-100 --skill content-lifecycle-manager -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager .github/skills/content-lifecycle-manager && 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 "content-lifecycle-manager" agent skill from https://github.com/revfactory/harness-100/tree/main/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager into .github/skills/content-lifecycle-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-lifecycle-manager", 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 revfactory/harness-100 --skill content-lifecycle-manager -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 content-lifecycle-manager --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager .opencode/skills/content-lifecycle-manager && 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 "content-lifecycle-manager" agent skill from https://github.com/revfactory/harness-100/tree/main/en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager into .opencode/skills/content-lifecycle-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-lifecycle-manager", 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.
content-lifecycle-managerA specialized skill for systematizing knowledge base content lifecycle management and quality governance.
Content Lifecycle Manager is an agent skill from revfactory/harness-100. A specialized skill for systematizing knowledge base content lifecycle management and quality governance. Used by the maintenance-planner and wiki-builder agents when managing content update cycles, ownership, and quality scores. Automatically applied in contexts involving 'content lifecycle,' 'governance,' 'update cycle,' 'document quality,' or 'knowledge management process.' Note: CMS server operations and automation script deployment are outside the scope of this skill.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Knowledge Management, covering LLM wikis and Knowledge bases. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Content Lifecycle Manager loads about 1.3k tokens when it runs. Until then it costs about 126 tokens; SKILL.md has 310 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.
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.
The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 310 words, ~1,277 tokens.
.claude/skills/content-lifecycle-manager/SKILL.md (or your agent's skills folder).A specialized skill that enhances the content management capabilities of the maintenance-planner and wiki-builder agents.
[Plan] -> [Create] -> [Review] -> [Publish] -> [Maintain]
| |
+------------ [Retire/Archive] <-----------------+| Stage | Responsible | Action | Deliverable |
|---|---|---|---|
| Plan | Content Owner | Define topic, set scope | Content brief |
| Create | Author | Draft writing | Draft document |
| Review | Reviewer | Technical accuracy + readability review | Review feedback |
| Publish | Editor | Formatting, metadata, linking | Published document |
| Maintain | Owner | Regular review, updates | Update records |
| Retire | Owner | Archive or delete | Retirement rationale |
| Content Type | Recommended Cycle | Trigger Events |
|---|---|---|
| API Reference | Every release | API changes |
| Onboarding Guide | Quarterly | Process changes |
| Architecture Docs | Semi-annually | Architecture decisions |
| Coding Conventions | Annually | Convention agreements |
| FAQ | Monthly | Question accumulation |
| Glossary | Quarterly | New terms emerge |
| Incident Runbooks | After incidents | Incident occurrence |
| Dimension | Weight | 1 Point | 3 Points | 5 Points |
|---|---|---|---|---|
| Accuracy | 30% | Contains errors | Mostly accurate | Fully accurate |
| Currency | 25% | 1+ year without update | Verified within 6 months | Up to date |
| Completeness | 20% | Key content missing | Basic coverage | Comprehensive |
| Readability | 15% | Difficult to read | Average | Very clear |
| Findability | 10% | No metadata | Basic tags | Rich metadata |
| Total Score | Grade | Action |
|---|---|---|
| 4.0-5.0 | A (Excellent) | Maintain |
| 3.0-3.9 | B (Good) | Minor improvements |
| 2.0-2.9 | C (Fair) | Update needed |
| 1.0-1.9 | D (Poor) | Immediate rewrite or retire |
| Activity | Author | Reviewer | Owner | Admin |
|---|---|---|---|---|
| New creation | R | C | A | I |
| Review | I | R | A | I |
| Publish | I | C | R | I |
| Update | R | C | A | I |
| Retire | I | C | R | A |
R=Responsible, A=Accountable, C=Consulted, I=Informed
| Model | Best For | Pros | Cons |
|---|---|---|---|
| Individual ownership | Specialized technical docs | High quality | Bottleneck, bus factor |
| Team ownership | Process docs | Distributed load | Distributed responsibility |
| Community | Wiki-style knowledge | Voluntary contributions | Quality variance |
[draft] -> [review] -> [published] -> [outdated] -> [archived]
^ |
+---- [revision] <---------+---
status: "published" # draft | review | published | outdated | archived
owner: "backend-team"
reviewers: ["senior-dev", "tech-lead"]
created: "2024-01-15"
last_reviewed: "2024-06-20"
next_review: "2024-12-20"
review_cycle: "6months" # monthly | quarterly | 6months | yearly
version: "2.1"
change_log:
- date: "2024-06-20"
author: "dev-a"
summary: "Updated for API v3 changes"
---1. Generate complete document inventory
2. Apply quality scorecard to each document
3. Establish action plans by grade
4. Identify orphan documents (no owner)
5. Identify duplicate/conflicting documents
6. Create update schedule calendar## Content Audit Report
**Audit Date**: {Date}
**Scope**: {Scope}
### Summary
- Total documents: {N}
- Grade distribution: A({a}%), B({b}%), C({c}%), D({d}%)
- No owner assigned: {orphan} items
- 1+ year without update: {stale} items
### Immediate Action Required
| Document | Current Grade | Issue | Suggested Action |
|----------|-------------|-------|-----------------|
### Improvement Needed Within Quarter
| Document | Current Grade | Issue | Suggested Action |
|----------|-------------|-------|-----------------|© revfactory, 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
Just SKILL.md in en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Content Lifecycle Manager 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 |
|---|---|---|---|---|---|---|
| Content Lifecycle Manager this skillrevfactory/harness-100 | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything | 85k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| LLM Wikilewislulu/llm-wiki-skill | 655 | — | ~3.7k | Automated safety check: Pass | None | |
| Wiki Builderrohitg00/pro-workflow | 2.9k | — | ~1k | Automated safety check: Pass | None | |
| Arkon Editnduckmink/arkon | 1.5k | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Research Wiki Builderdair-ai/dair-academy-plugins | 614 | — | ~1.3k | Automated safety check: Pass | MIT |
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
lewislulu/llm-wiki-skill
Build and maintain a Karpathy-style LLM knowledge base — a self-compiling Obsidian markdown wiki where an Agent ingests raw sources, compiles cross-linked concept/entity/summary pages, answers…
rohitg00/pro-workflow
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
nduckmink/arkon
Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages.
dair-ai/dair-academy-plugins
Creates and maintains configurable research wikis: scaffold a folder, add sources, compile pages and indexes, and file query answers back.
nduckmink/arkon
Answer questions using the Arkon knowledge base. An agent skill from nduckmink/arkon.
revfactory/harness-100
A skill for analyzing website anti-bot defense mechanisms and developing legitimate evasion strategies.
revfactory/harness-100
Reference for designing how an API reports failures: structured error codes, response shapes, client-friendly messages, an error catalog and retry or fallback advice.
revfactory/harness-100
Walks a backend-dev agent through OWASP API Top 10 checks, authentication and authorization patterns, and defense code during API design.
revfactory/harness-100
Methodology for systematically designing and generating CLI tool argument parser structures.
revfactory/harness-100
Audience segmentation skill used by the analyst and curator agents.
revfactory/harness-100
Audio storytelling skill used by the podcast scriptwriter and show note editor.
Categories
A specialized skill for systematizing knowledge base content lifecycle management and quality governance. Content Lifecycle Manager is an agent skill from revfactory/harness-100. A specialized skill for systematizing knowledge base content lifecycle management and quality governance.
Content Lifecycle Manager fits situations like: tasks that involve LLM wikis; tasks that involve Knowledge bases.
Run `npx skills add revfactory/harness-100 --skill content-lifecycle-manager -a claude-code`. Or copy the skill folder (en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager in revfactory/harness-100) into .claude/skills/content-lifecycle-manager in your project. Claude Code loads it when a task matches its description.
Run `npx skills add revfactory/harness-100 --skill content-lifecycle-manager -a codex`. Or copy the skill folder (en/64-knowledge-base-builder/.claude/skills/content-lifecycle-manager in revfactory/harness-100) into .agents/skills/content-lifecycle-manager in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill content-lifecycle-manager -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/content-lifecycle-manager, .gemini/skills/content-lifecycle-manager, .github/skills/content-lifecycle-manager and .opencode/skills/content-lifecycle-manager in your project.
SKILL.md names no scripts, command-line tools or credentials: Content Lifecycle Manager is instructions for the agent only.
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.
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.
Content Lifecycle Manager 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.
About 1.3k tokens (SKILL.md is roughly 5.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Content Lifecycle Manager: LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 85k stars), LLM Wiki (lewislulu/llm-wiki-skill, 655 stars), Wiki Builder (rohitg00/pro-workflow, 2.9k stars) and Arkon Edit (nduckmink/arkon, 1.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.