Fact Check X Unified
sickn33/agentic-awesome-skills
Fact-Check-X 流程编排能力,依次组织各方答案汇总、各方答案聚合(未核验)、权威核验后的最终答案和各方答案测评,生成可打开、可审计、可迁移的阶段产物与完整报告包。
One project fact memory on the BB hub (Lane Pilot), the same from every machine; lessons become hub rules.
$ npx skills add VKirill/claude-lane-stack --skill lane-memory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VKirill/claude-lane-stack lane-memory --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/VKirill/claude-lane-stack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/lane-stack/skills/lane-memory .claude/skills/lane-memory && 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 "lane-memory" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/lane-memory into .claude/skills/lane-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lane-memory", 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/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/lane-memoryType 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 VKirill/claude-lane-stack --skill lane-memory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VKirill/claude-lane-stack lane-memory --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/lane-stack/skills/lane-memory .agents/skills/lane-memory && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "lane-memory" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/lane-memory into .agents/skills/lane-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lane-memory", 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 VKirill/claude-lane-stack --skill lane-memory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VKirill/claude-lane-stack lane-memory --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/lane-stack/skills/lane-memory .cursor/skills/lane-memory && 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 "lane-memory" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/lane-memory into .cursor/skills/lane-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lane-memory", 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/VKirill/claude-lane-stack.git --path plugins/lane-stack/skills/lane-memory--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 VKirill/claude-lane-stack --skill lane-memory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VKirill/claude-lane-stack lane-memory --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/lane-stack/skills/lane-memory .gemini/skills/lane-memory && 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 "lane-memory" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/lane-memory into .gemini/skills/lane-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lane-memory", 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 VKirill/claude-lane-stack lane-memoryInstalls 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 VKirill/claude-lane-stack --skill lane-memory -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/lane-stack/skills/lane-memory .github/skills/lane-memory && 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 "lane-memory" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/lane-memory into .github/skills/lane-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lane-memory", 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 VKirill/claude-lane-stack --skill lane-memory -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install VKirill/claude-lane-stack lane-memory --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VKirill/claude-lane-stack.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/lane-stack/skills/lane-memory .opencode/skills/lane-memory && 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 "lane-memory" agent skill from https://github.com/VKirill/claude-lane-stack/tree/main/plugins/lane-stack/skills/lane-memory into .opencode/skills/lane-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lane-memory", 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.
lane-memoryOne project fact memory on the BB hub (Lane Pilot), the same from every machine; lessons become hub rules.
Lane Memory is an agent skill from VKirill/claude-lane-stack. One project fact memory on the BB hub (Lane Pilot), the same from every machine; lessons become hub rules. Use when user says память, lane-memory, corpus, CORE, урок, почему бот забыл, or an agent needs durable non-code facts; $ARGUMENTS exactly info prints the card. Not PROGRESS dumps.
Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/draft-template.md` and `references/info.md`).
The repository describes itself as: Multi-agent AI coding factory for one person — Claude Code PM + Codex/Qwen/Grok/Kimi/AGY writers, durable conveyor, auto-merge to main. The licence is MIT.
Read from SKILL.md and the folder at commit 45fa19e. 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 bash).
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.
Lane Memory loads about 842 tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 423 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 VKirill/claude-lane-stack at commit 45fa19e, republished under its MIT licence (© VKirill). 423 words, ~842 tokens.
.claude/skills/lane-memory/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Facts that cannot be derived from git or the code documentation (docs/). Laws from the SMA 5.6.1 drawing.
Where it lives. One memory per project on the BB hub (Lane Pilot's database), whatever machine the session
runs on: lane-memory write, search, context and CORE go through bb plugin rpc call lane-pilot session_memory_*. Without a connection a write waits in .cls/memory-outbox/ (lane-memory flush sends it).
.agents/memory/*.md files are not written any more; sensitive records stay local in .cls/local-memory.
LANE_MEMORY_HUB=off keeps the old local corpus.
Lessons. A correction or a landmine is a rule, not a file line:
lane-memory lesson "<one imperative rule>" --for pm|writer|both [--always] --evidence "<run/test/date>" (inside a Lane Pilot PM chat the tool lane_pilot_lesson does the same: rule, audience pm, writer or both — required, always optional).
--for pm — planning, task contracts, reviewing reports, merging, deploying: writers never get it. --for writer —
how code is edited and checked inside one task. --always only for a rule that holds for every writer task whatever
it changes (how to run or read any command); otherwise System One gives it to the tasks it fits. The hub merges
repeats, keeps at most 12 rules in force on trial, retires unused ones and lets at most 30 wait. Never append to
.agents/LESSONS.md.
Inside a Lane Pilot chat (
LANE_PILOT_AGENT_TYPEset / toolslane_pilot_*present) the hub is already on: read withlane_pilot_memory_contextorlane-memory search|context, write a lesson withlane_pilot_lesson. Do not create.agents/memory/files or drafts there, and do not call agentmemory tools (memory_save,memory_smart_search): that would start a second memory.
Memory-maintainer stage: when the host gives you an accepted task and asks for a JSON array of memory candidates, answer with that array only; do not run
lane-memory, do not edit files.
If $ARGUMENTS is exactly info, print references/info.md verbatim (Russian) and stop.
On cold start CORE is already in resume-project (Lane Pilot: in the session brief). For a task, run lane-memory context . "<task>" and Read the named sources. A recalled claim
about the tree is a prompt to lane-memory verify . <id>, not proof.
Write a fact only through the CLI door, lane-memory write; the author sets memory_type and truth_mode, one claim, tags from TAGS.md, English text. Keep the draft file outside .agents/memory/ (for example .cls/drafts/<id>.md, template in references/draft-template.md) and run:
lane-memory write --apply .cls/drafts/<id>.md --confirm .agents/memory/<id>.md --yesWith the hub on, --confirm only names the destination the CLI checks; the record goes to the hub and nothing is written to .agents/memory/. If the hub is unreachable the write waits in .cls/memory-outbox/ (lane-memory flush); do not invent a local corpus.
© VKirill, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in plugins/lane-stack/skills/lane-memory of VKirill/claude-lane-stack.
Open the folder on GitHubat commit 45fa19e
Lane Memory 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 |
|---|---|---|---|---|---|---|
| Lane Memory this skillVKirill/claude-lane-stack | 122 | — | ~842 | Automated safety check: Pass | MIT | |
| Fact Check X Unifiedsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Fact Check X Completesickn33/agentic-awesome-skills | 47k | 1 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Fact CheckTHU-MAIC/OpenMAIC | 40k | — | ~1.9k | Automated safety check: Warn | MIT | |
| Fact Checkgarrytan/gbrain | 31k | — | ~5.2k | Automated safety check: Pass | MIT | |
| JavaScript Concept Fact Checkerleonardomso/33-js-concepts | 67k | 1 repos | ~5k | Automated safety check: Pass | MIT |
sickn33/agentic-awesome-skills
Fact-Check-X 流程编排能力,依次组织各方答案汇总、各方答案聚合(未核验)、权威核验后的最终答案和各方答案测评,生成可打开、可审计、可迁移的阶段产物与完整报告包。
sickn33/agentic-awesome-skills
Compare claims from one or more AI answers, verify their citations against public primary sources, and produce an evidence-linked fact-check report without installing a bundled browser runtime.
THU-MAIC/OpenMAIC
Improve factual reliability while creating or reviewing a course or supplied content.
garrytan/gbrain
Systematic claim-by-claim verification for any content before it ships.
leonardomso/33-js-concepts
Verifies the technical accuracy of JavaScript concept pages by checking code examples, MDN and ECMAScript claims and external links through a five-phase method.
sickn33/agentic-awesome-skills
Give an AI agent a permanent network address, encrypted P2P messaging, and an installable app store via Pilot Protocol
VKirill/claude-lane-stack
Lane-stack design + brand intelligence (vendored ui-ux-pro-max).
VKirill/claude-lane-stack
Owner-facing architect for a new app or service. An agent skill from VKirill/claude-lane-stack.
VKirill/claude-lane-stack
Live browser QA + Playwright-compatible replay. An agent skill from VKirill/claude-lane-stack.
VKirill/claude-lane-stack
Карта файлов копирайта в .agents/copy/: шаблоны, статусы, цепочка audience→headlines→ux.
VKirill/claude-lane-stack
Dispatch copy-lead helpers: Tavily, Codex luna/terra, grok/X, OpenCode DeepSeek, Cursor Grok 4.6 medium-fast.
VKirill/claude-lane-stack
Keep living docs/ honest after code changes. An agent skill from VKirill/claude-lane-stack.
One project fact memory on the BB hub (Lane Pilot), the same from every machine; lessons become hub rules. Lane Memory is an agent skill from VKirill/claude-lane-stack. One project fact memory on the BB hub (Lane Pilot), the same from every machine; lessons become hub rules.
Lane Memory fits situations like: user says память; Почему бот забыл; an agent needs durable non-code facts; $ARGUMENTS exactly info prints the card.
Run `npx skills add VKirill/claude-lane-stack --skill lane-memory -a claude-code`. Or copy the skill folder (plugins/lane-stack/skills/lane-memory in VKirill/claude-lane-stack) into .claude/skills/lane-memory in your project. Claude Code loads it when a task matches its description.
Run `npx skills add VKirill/claude-lane-stack --skill lane-memory -a codex`. Or copy the skill folder (plugins/lane-stack/skills/lane-memory in VKirill/claude-lane-stack) into .agents/skills/lane-memory 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 VKirill/claude-lane-stack --skill lane-memory -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/lane-memory, .gemini/skills/lane-memory, .github/skills/lane-memory and .opencode/skills/lane-memory in your project.
SKILL.md names no scripts, command-line tools or credentials: Lane Memory 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.
Lane Memory is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 842 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 630 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Lane Memory: Fact Check X Unified (sickn33/agentic-awesome-skills, 47k stars), Fact Check X Complete (sickn33/agentic-awesome-skills, 47k stars), Fact Check (THU-MAIC/OpenMAIC, 40k stars) and Fact Check (garrytan/gbrain, 31k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
VKirill (a GitHub user) maintains it in VKirill/claude-lane-stack, which has 122 GitHub stars. The repository holds 49 skills in this directory. The repository was last updated on October 9, 2026.
Source: VKirill/claude-lane-stack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.