init
Skill15 starsChanged 4 months agoMITView on GitHub
Initialize KERNEL links and AgentDB in a confirmed Vaults directory.
137 other projects use a version of this.
Adopted by
Most recently taken up by
- naderelewa/Product-to-Prodtheir own version, first seen Nov 8, 2026
- ShahriarBijoy/show-me-howtheir own version, first seen Nov 8, 2026
- MMACABRE/SKILLStheir own version, first seen Nov 8, 2026
- BSSE23047/nauraiz-devtheir own version, first seen Nov 8, 2026
- edwinidrus/dragonhoardtheir own version, first seen Nov 8, 2026
- NilsHellwig/acl-paper-skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use daily-arxiv, exp-eval and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文,过滤相关性,auto-ingest 高优先级论文,检测 SOTA 更新
Also in 5 projects that use this
LambenthanSkillexp-eval
实验判决门:Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
skyllwtSkillexp-pilot-eval
Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.
Also in 4 projects that use this
skyllwtSkillexp-pilot-run
Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.
Also in 4 projects that use this
gaebalaiSkillcodex-system
PROACTIVELY consult Codex CLI, your highly capable supporter with exceptional reasoning and task completion abilities. Codex is a trusted expert you should ALWAYS consult BEFORE making decisions on: design choices, implementation approaches, debugging strategies, refactoring plans, or any non-trivial problem. When uncertain, consult Codex. Don't hesitate - Codex provides better analysis. Explicit triggers: "think deeper", "analyze", "second opinion", "consult codex".
Also in 3 projects that use this
- +6 more from Lambenthan
- +1 more from skyllwt
Other versions137 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 137
- microsoft/vscode★ 195ksame name
- mcollina/skills★ 2ksame name
- skyllwt/OmegaWiki★ 1.7ksame name
- DAIR-AutoResearch/AutoSci★ 1.7ksame name
- PKU-DAIR/AutoSci★ 1.7ksame name
- skyllwt/AutoSci★ 1.7ksame name
- TokenRollAI/cc-plugin★ 483same name
- pipecat-ai/gradient-bang★ 420same name
- AlexPEClub/ai-coding-starter-kit★ 382same name
- dannysmith/tauri-template★ 312same name
127 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository30 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- llms.txtllms.txt
- app-devSkill
- architectureSkill
- buildSkill
- checkpointSkill
- context-mgmtSkill
- debugSkill
- dreamSkill
- evalSkill
- experimentSkill
- forgeSkill
- frontendSkill
- governance-syncSkill
- handoffSkill
- helpSkill
- human-passSkill
- ingestSkill
- knowledge-graphSkill
- landing-pageSkill
- marketing-siteSkill
- metricsSkill
- orchestrationSkill
- qualitySkill
- retrospectiveSkill
- reviewSkill
- shipSkill
- simplifySkill
- tearitapartSkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 2 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 125 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 36
Call detect_vaults. Its order is: an existing valid KERNEL_VAULTS, $HOME/Documents/Vaults, $HOME/Vaults, $HOME/Downloads/Vaults, then the …
- Distinctive: line 40
Before writing, show the exact Vaults path and ask:
- Distinctive: line 49
After confirmation, create only these directories when absent:
- Very specific: line 64
Call kernel_update_current, then use kernel_init_host_link for exactly:
- Very specific: line 83
Do not edit a shell startup file automatically.
“Common” is measured: kept by at least 6 in 10 of the 125 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
KERNEL init
Explicit, once-per-machine setup. This skill never moves or replaces the whole
~/.claude directory.
Requirements
Git, SQLite 3, jq, Python 3, and Bash. Install the plugin first with the exact ID:
/plugin marketplace add ariaxhan/kernel-claude
/plugin install kernel@kernel-marketplace
/reload-pluginsDetection and confirmation
Locate the runtime selector at
$HOME/.claude/plugins/cache/kernel-marketplace/kernel/current, source its
hooks/scripts/common.sh, and call kernel_validate_runtime_root on the selected
root. Stop if validation fails.
Call detect_vaults. Its order is: an existing valid KERNEL_VAULTS,
$HOME/Documents/Vaults, $HOME/Vaults, $HOME/Downloads/Vaults, then the
reported $HOME/Documents/Vaults fallback.
Before writing, show the exact Vaults path and ask:
Set up KERNEL in this Vaults directory?
Continue only after confirmation. A different path must be exported as
KERNEL_VAULTS and detected again.
Writes
After confirmation, create only these directories when absent:
$VAULTS/_meta/agentdb
$VAULTS/_meta/research
$VAULTS/_meta/plans
$VAULTS/_meta/handoffs
$VAULTS/_meta/checkpoints
$VAULTS/_meta/retrospectives
$VAULTS/_meta/agents
$VAULTS/_meta/logs
$VAULTS/.claude/kernel
$VAULTS/.local/binCall kernel_update_current, then use kernel_init_host_link for exactly:
$VAULTS/.local/bin/agentdb -> $CACHE/current/orchestration/agentdb/agentdb
$VAULTS/.claude/kernel/orchestration -> $CACHE/current/orchestration
$VAULTS/.claude/kernel/hooks -> $CACHE/current/hooksMissing links may be created. Correct links are unchanged. Recognizable numbered KERNEL links may be repaired. A regular file, directory, malformed link, or unrelated link is preserved and stops setup with an actionable message. Never force-replace links.
Initialize the database through the shared helper, which pins AgentDB to the selected Vaults even when init was invoked from another directory:
kernel_init_agentdb "$VAULTS" "$CACHE"Do not edit a shell startup file automatically. If $VAULTS/.local/bin is not on
PATH, print this line for the user to add to their chosen shell configuration:
export PATH="${KERNEL_VAULTS:-$HOME/Documents/Vaults}/.local/bin:$PATH"Verify
"$VAULTS/.local/bin/agentdb" status
readlink "$HOME/.claude/plugins/cache/kernel-marketplace/kernel/current"
readlink "$VAULTS/.local/bin/agentdb"Report every directory and link created. Existing AgentDB data, manifests, receipts, project configuration, and unrelated files are not rewritten.
Legacy ~/.claude consolidation
This is not part of init. Moving an existing ~/.claude can affect plugins,
credentials, settings, and other tools. If a user explicitly requests consolidation,
make a dated backup, show a complete move plan and rollback command, and ask for a
separate confirmation before any move. There is no one-line migration.
Recovery
- Missing plugin: install
kernel@kernel-marketplace, then reload. - Wrong Vaults: export
KERNEL_VAULTSto the existing root and rerun init. - Unsafe host path: inspect the named object; KERNEL will not overwrite it.
- Intentional runtime rollback: run
scripts/select-runtime.sh /path/to/runtimefrom a trusted KERNEL checkout. It selects code only; it does not convert state formats.
Does it work?
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- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

