Wiki Maintainer
openclaw/openclaw
Maintain the OpenClaw memory wiki vault with deterministic pages, managed blocks, and source-backed updates.
Upsert and maintain entity notes in a REFERENCE-kind scope (external facts/records), then reindex so they become connection/insight targets.
$ npx skills add Abilityai/cornelius --skill manage-reference-data -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Abilityai/cornelius manage-reference-data --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/Abilityai/cornelius.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/manage-reference-data .claude/skills/manage-reference-data && 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 "manage-reference-data" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/manage-reference-data into .claude/skills/manage-reference-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage-reference-data", 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/Abilityai/cornelius/tree/main/.claude/skills/manage-reference-dataType 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 Abilityai/cornelius --skill manage-reference-data -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Abilityai/cornelius manage-reference-data --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/manage-reference-data .agents/skills/manage-reference-data && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "manage-reference-data" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/manage-reference-data into .agents/skills/manage-reference-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage-reference-data", 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 Abilityai/cornelius --skill manage-reference-data -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Abilityai/cornelius manage-reference-data --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/manage-reference-data .cursor/skills/manage-reference-data && 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 "manage-reference-data" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/manage-reference-data into .cursor/skills/manage-reference-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage-reference-data", 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/Abilityai/cornelius.git --path .claude/skills/manage-reference-data--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 Abilityai/cornelius --skill manage-reference-data -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Abilityai/cornelius manage-reference-data --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/manage-reference-data .gemini/skills/manage-reference-data && 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 "manage-reference-data" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/manage-reference-data into .gemini/skills/manage-reference-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage-reference-data", 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 Abilityai/cornelius manage-reference-dataInstalls 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 Abilityai/cornelius --skill manage-reference-data -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/manage-reference-data .github/skills/manage-reference-data && 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 "manage-reference-data" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/manage-reference-data into .github/skills/manage-reference-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage-reference-data", 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 Abilityai/cornelius --skill manage-reference-data -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Abilityai/cornelius manage-reference-data --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/manage-reference-data .opencode/skills/manage-reference-data && 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 "manage-reference-data" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/manage-reference-data into .opencode/skills/manage-reference-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage-reference-data", 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.
manage-reference-dataUpsert and maintain entity notes in a REFERENCE-kind scope (external facts/records), then reindex so they become connection/insight targets.
Manage Reference Data is an agent skill from Abilityai/cornelius. Upsert and maintain entity notes in a REFERENCE-kind scope (external facts/records), then reindex so they become connection/insight targets. Generic across reference scopes; Company is the default. The scope's entity taxonomy (type/relationship) lives in that scope's own schema doc (Company's is COMPANY-BRAIN-SCHEMA.md). NEVER crystallizes, lifecycle-classifies, or trains on reference data.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: AI-powered second brain template for Claude Code + Obsidian. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit fd5e9a4. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBashGlobGrepAskUserQuestionFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
pythonFrom 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.
Manage Reference Data loads about 1.8k tokens when it runs. Until then it costs about 104 tokens; SKILL.md has 656 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Write, Edit, Bash, Glob, Grep, AskUserQuestionAutomated 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 Abilityai/cornelius at commit fd5e9a4, republished under its MIT licence (© Abilityai). 656 words, ~1,755 tokens.
.claude/skills/manage-reference-data/SKILL.md (or your agent's skills folder).Maintain a reference-kind scope — a non-core Brain/ layer of external facts/records the personal brain discovers bridges to, not a query store (a CRM owns queries). This skill upserts entity notes (overwrite-in-place), stamps the reference contract, and reindexes. It is generic: pass scope=<Folder> for any registered reference scope; Company is the default.
Read first: resources/layered-brains/REFERENCE-SCOPE-SCHEMA.md (the generic kind contract: frontmatter + linking + privacy) and the target scope's own schema doc for its type:/relationship: enum + structure (Company → COMPANY-BRAIN-SCHEMA.md, which also defines the family sub-scopes and the ref-* playbook suite this skill is the seed of). This skill enforces those docs; it does not restate them.
Hard rules (non-negotiable — these are what make it a reference scope):
provenance: reference. Never originated/endorsed/encountered/ai-inferred.BRAIN_READ_SCOPE=core,<Scope> mount.cd resources/local-brain-search
SCOPE="${1:-Company}" # or parse scope=<Folder> from args
./venv/bin/python - "$SCOPE" <<'PY'
import sys, memory_config as mc
folder = sys.argv[1]
print("kind :", mc.scope_kind(folder))
print("is_reference :", mc.is_reference_scope(folder))
print("is_core :", folder in mc.CORE_FOLDERS)
PYis_reference is False: the scope is not registered as reference. Stop and either (a) add a ScopeDef(..., SCOPE_KIND_REFERENCE, False, (...)) to SCOPE_REGISTRY in memory_config.py, or (b) register_scope("<Folder>", kind="reference", slugs=(...)). See the schema doc → "Adding a new reference scope". Do not write entity notes into a non-reference folder.Cornelius is a fully private agent on a private remote, so reference data is committed/synced by default — no per-scope gate to clear. Just populate.
The only exception: if this specific scope must be host-local (e.g. third-party data you've agreed not to sync), add Brain/$SCOPE/ to .gitignore first. Default is to commit.
One note = one entity. Path: Brain/<Scope>/<entity-name>.md for a flat scope; for a family scope, route into the correct child folder per that scope's schema doc (e.g. Brain/Company/people/<name>.md, Company/market/<name>.md — never loose at the family root). Apply the frontmatter contract exactly — type:/relationship: values come from the scope's schema doc:
---
type: <per the scope's schema doc — Company's enum is in COMPANY-BRAIN-SCHEMA.md>
relationship: <per the scope's schema doc, when the scope uses the axis>
provenance: reference
scope: <Scope>
status: active
as_of: <today YYYY-MM-DD>
updated: <today>
created: <today, or preserve existing>
created_by: <your model name>
updated_by: <your model name>
agent_version: 01.25
---
# <Entity display name>
<concise factual body>
## Relations
- <relation>: [[Other Entity]]
## Change Log
- <today> — <what changed and the source>as_of:/updated:, preserve created/created_by). Reference data is mutable — overwriting is correct, not destructive.status: superseded + superseded_by: "[[New Entity]]"; create the new note status: active. Keep both (history).[[wiki-links]] (explicit edges, traversed by connection-finder). Use a contract/engagement note as the join for many-to-many (Client × Product × owner × dates × value).cd resources/local-brain-search && ./run_index.sh # then, if the daemon is running:
./run_daemon.sh restart # daemon is long-lived: RESTART, never reloadindex_brain.py uses content-hash change detection: if nothing changed it skips; if any note changed it does a full rebuild (FAISS has no good incremental append). So an add/overwrite triggers a full reindex of the vault — expect minutes on the full Brain. After it completes, the reference note exists in the index as a non-core node — invisible to default (core) readers, surfaced only when mounted. Restart the daemon afterward so the long-lived process serves the new note (the wrapper's stale-guard only checks index mtime, not whether new scope tokens were added to the code).
To let the personal brain find bridges to these entities, run a discovery pass with the scope mounted:
BRAIN_READ_SCOPE=core,<Scope> resources/local-brain-search/run_connections.sh --note "<a core note>"
# or auto-discovery / connection-finder with the same env varUnset, the scope stays absent from every reader. The mounted (non-pure-core) read trains no q-values — verify data/q_values.json is byte-unchanged after a mounted discovery pass (existing learn-gate; this is the positive safety control).
BRAIN_READ_SCOPE unset → reference notes absent from recall/search/connections; q_values.json byte-unchanged.=core,<Scope> → entities surface and link to core notes via wiki-links; the mounted read trains no q-values.--hubs / lifecycle / tension output (non-core, fingerprint-excluded), and are never crystallized.reference.© Abilityai, MIT. 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 .claude/skills/manage-reference-data of Abilityai/cornelius.
Open the folder on GitHubat commit fd5e9a4
Manage Reference Data 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 |
|---|---|---|---|---|---|---|
| Manage Reference Data this skillAbilityai/cornelius | 109 | — | ~1.8k | Automated safety check: Notes | MIT | |
| Wiki Maintaineropenclaw/openclaw | 392k | 1 repos | ~462 | Automated safety check: Pass | MIT | |
| Obsidian Vault Maintaineropenclaw/openclaw | 392k | 2 repos | ~262 | Automated safety check: Pass | MIT | |
| Openclaw PR Maintaineropenclaw/openclaw | 392k | — | ~2.2k | Automated safety check: Pass | MIT | |
| External Linksthedaviddias/Front-End-Checklist | 74k | — | ~773 | Automated safety check: Pass | MIT | |
| Open Source Maintainer Assistantslopus/happy | 24k | — | ~1.9k | Automated safety check: Pass | MIT |
openclaw/openclaw
Maintain the OpenClaw memory wiki vault with deterministic pages, managed blocks, and source-backed updates.
openclaw/openclaw
Maintain an Obsidian-friendly memory wiki vault with wikilinks, frontmatter, and official Obsidian CLI awareness.
openclaw/openclaw
Review, triage, repair, or land OpenClaw issues and pull requests with current-source evidence and the native maintainer workflow.
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing content pages for citation quality, suggesting authoritative sources to link for factual claims, or reviewing whether a page's external link attributes…
slopus/happy
Helps maintain the slopus/happy open source project by triaging issues, drafting closing comments, finding duplicates and checking fixes, with approval before anything is posted.
twentyhq/twenty
Walks through step 2 of adding a syncable entity to the Twenty server: a cache service for flat entity maps and utilities that transform entities and DTOs into universal flat entities.
Abilityai/cornelius
Generate images using Google's Nano Banana (Gemini 2.5 Flash Image).
Abilityai/cornelius
Protocol for creating dated changelog files after significant agent sessions.
Abilityai/cornelius
Create long-form articles from knowledge base insights. An agent skill from Abilityai/cornelius.
Abilityai/cornelius
Framework for distinguishing research findings from hypotheses and speculative synthesis.
Abilityai/cornelius
Extract the transcript from a YouTube video by URL or video ID.
Abilityai/cornelius
Standard format for capturing and documenting insights in the knowledge base.
Upsert and maintain entity notes in a REFERENCE-kind scope (external facts/records), then reindex so they become connection/insight targets. Manage Reference Data is an agent skill from Abilityai/cornelius. Upsert and maintain entity notes in a REFERENCE-kind scope (external facts/records), then reindex so they become connection/insight targets.
Run `npx skills add Abilityai/cornelius --skill manage-reference-data -a claude-code`. Or copy the skill folder (.claude/skills/manage-reference-data in Abilityai/cornelius) into .claude/skills/manage-reference-data in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Abilityai/cornelius --skill manage-reference-data -a codex`. Or copy the skill folder (.claude/skills/manage-reference-data in Abilityai/cornelius) into .agents/skills/manage-reference-data 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 Abilityai/cornelius --skill manage-reference-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/manage-reference-data, .gemini/skills/manage-reference-data, .github/skills/manage-reference-data and .opencode/skills/manage-reference-data in your project.
Going by SKILL.md and its folder, Manage Reference Data needs the command-line tools its instructions call (python). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep, AskUserQuestion.
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 notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Manage Reference Data is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7k 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 Manage Reference Data: Wiki Maintainer (openclaw/openclaw, 392k stars), Obsidian Vault Maintainer (openclaw/openclaw, 392k stars), Openclaw PR Maintainer (openclaw/openclaw, 392k stars) and External Links (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Abilityai (a GitHub organization) maintains it in Abilityai/cornelius, which has 109 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on September 22, 2026.
Source: Abilityai/cornelius on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.