Logseq Review Workflow Eval
logseq/logseq
Compare two revisions of the Logseq logseq-review-workflow skill by running the same review prompt against isolated before and after skill snapshots, collecting both outputs, and producing a…
Contextual guidance and command discovery. An agent skill from agenticnotetaking/arscontexta.
$ npx skills add agenticnotetaking/arscontexta --skill help -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install agenticnotetaking/arscontexta help --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/agenticnotetaking/arscontexta.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/help .claude/skills/help && 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 "help" agent skill from https://github.com/agenticnotetaking/arscontexta/tree/main/skills/help into .claude/skills/help/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "help", 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/agenticnotetaking/arscontexta/tree/main/skills/helpType 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 agenticnotetaking/arscontexta --skill help -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install agenticnotetaking/arscontexta help --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agenticnotetaking/arscontexta.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/help .agents/skills/help && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "help" agent skill from https://github.com/agenticnotetaking/arscontexta/tree/main/skills/help into .agents/skills/help/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "help", 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 agenticnotetaking/arscontexta --skill help -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install agenticnotetaking/arscontexta help --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agenticnotetaking/arscontexta.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/help .cursor/skills/help && 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 "help" agent skill from https://github.com/agenticnotetaking/arscontexta/tree/main/skills/help into .cursor/skills/help/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "help", 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/agenticnotetaking/arscontexta.git --path skills/help--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 agenticnotetaking/arscontexta --skill help -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install agenticnotetaking/arscontexta help --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agenticnotetaking/arscontexta.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/help .gemini/skills/help && 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 "help" agent skill from https://github.com/agenticnotetaking/arscontexta/tree/main/skills/help into .gemini/skills/help/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "help", 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 agenticnotetaking/arscontexta helpInstalls 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 agenticnotetaking/arscontexta --skill help -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/agenticnotetaking/arscontexta.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/help .github/skills/help && 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 "help" agent skill from https://github.com/agenticnotetaking/arscontexta/tree/main/skills/help into .github/skills/help/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "help", 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 agenticnotetaking/arscontexta --skill help -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install agenticnotetaking/arscontexta help --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agenticnotetaking/arscontexta.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/help .opencode/skills/help && 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 "help" agent skill from https://github.com/agenticnotetaking/arscontexta/tree/main/skills/help into .opencode/skills/help/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "help", 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.
helpContextual guidance and command discovery. An agent skill from agenticnotetaking/arscontexta.
Help is an agent skill from agenticnotetaking/arscontexta. Contextual guidance and command discovery. Three modes — narrative (first-time), contextual (mid-task), compact (quick reference). Shows available commands, active skills, and intelligent suggestions based on vault state. Triggers on "/help", "what can I do", "show commands", "how does this work".
Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill.json`).
It sits in Knowledge Management. The repository describes itself as: Claude Code plugin that generates individualized knowledge systems from conversation. You describe how you think and work, have a conversation and get a complete second brain as… The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 2acfd5c. 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:
ReadGrepGlobBashFrom 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.
Help loads about 3.3k tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 1,022 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, Grep, Glob, BashAutomated 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 agenticnotetaking/arscontexta at commit 2acfd5c, republished under its MIT licence (© agenticnotetaking). 1,022 words, ~3,347 tokens.
.claude/skills/help/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Target: $ARGUMENTS
Parse immediately:
--compact: force compact mode regardless of vault stateExecute these steps:
START NOW. Reference below defines each step.
Determine the notes folder by checking which domain-named directory exists (notes/, reflections/, concepts/, ideas/, decisions/, memories/, or any custom name from derivation-manifest.md). Then gather counts:
.md files in the notes folder, excluding MOCs (files with type: moc in frontmatter).md files in the inbox folder (inbox/, journal/, encounters/, etc.).md files in ops/observations/ or ops/methodology/.md files in ops/tensions/[[) across notes folder; sparse if fewer than 2x note countops/queue/queue.yaml or ops/queue/queue.jsonops/health/ if it existsops/tutorial-state.yaml for incomplete tutorialops/sessions/ file count (indicates usage maturity)# Quick state gathering
note_count=$(ls -1 {vocabulary.notes}/*.md 2>/dev/null | wc -l | tr -d ' ')
inbox_count=$(ls -1 {vocabulary.inbox}/*.md 2>/dev/null | wc -l | tr -d ' ')
obs_count=$(ls -1 ops/observations/*.md ops/methodology/*.md 2>/dev/null | wc -l | tr -d ' ')
tension_count=$(ls -1 ops/tensions/*.md 2>/dev/null | wc -l | tr -d ' ')Read ops/derivation-manifest.md (or fall back to ops/derivation.md Vocabulary Mapping section). Extract domain-native names for: reduce, reflect, reweave, verify, rethink, note, MOC, inbox. If neither file exists, use universal names.
For display, show domain name with universal in parentheses when they differ:
/{domain:reduce} (reduce) Extract patterns from journal entriesIf domain name equals universal name, show just the name:
/reduce Extract insights from source material| Condition | Mode |
|---|---|
--compact in arguments | Compact |
| Specific skill name in arguments | Skill detail |
| Note count < 5 | Narrative |
| Note count >= 5 | Contextual |
Scan ${CLAUDE_PLUGIN_ROOT}/skills/ dynamically:
SKILL.md (e.g., reduce/SKILL.md)Extract name: and description: from each frontmatter. Do NOT hardcode the command list.
Command categories:
| Category | Commands | When to Show |
|---|---|---|
| Core | /ask, /learn, /next, /help | Always |
| Processing | /reduce, /reflect, /reweave, /verify | Always (all skills from day one) |
| Maintenance | /health, /rethink, /remember | Always |
| Evolution | /architect, /reseed, /add-domain, /upgrade | Always |
| Meta | /tutorial, /graph, /stats | Always |
This is the first impression. The user is new or nearly new. Explain what the system IS before listing what it DOES.
What narrative mode communicates:
--=={ ars contexta : help }==--
Your knowledge system is ready. It turns thoughts
into a connected graph where every note compounds
the value of every other note.
[If ops/derivation.md exists:]
Your system: [domain description from derivation]
Getting started:
Tell me a thought, observation, or question.
I will turn it into a note and show you what
the system does with it.
Or try one of these:
/ask [question] Ask about [domain] -- I will
answer from your graph
/learn [topic] Research [topic] and grow
your graph with findings
/tutorial Walk through the system
step by step (5 minutes)
As your graph grows, you will use:
/reduce [source] Extract insights from articles,
notes, or any raw material
/reflect Find connections between notes
/health Check your system's health
Your system also learns from experience:
/remember Capture when something goes wrong
(your system remembers corrections)
/ask [question] Ask about [domain] -- answers draw
from 249 methodology notes AND your
system's own methodology notes
Type /help anytime for guidance.Manual reference (if manual/ exists):
If the vault contains a manual/ directory, add to the narrative output:
For a deeper guide, read manual/getting-started.md
or explore the full manual in manual/manual.md.Key principles for narrative mode:
The user has been working. Show them what is happening NOW and what would be most valuable NEXT.
What contextual mode communicates:
--=={ ars contexta : help }==--
Your system: [domain] knowledge graph
[N] notes, [M] connections, [P] pending tasks
Right now:
[State-aware observations — pick up to 3 most relevant:]
Your inbox has [N] items (oldest: [age])
[N] pending observations -- approaching /rethink threshold
Pipeline: [N] tasks at [phase] phase
[N] notes have sparse connections (< 2 links)
Suggested:
[Single most valuable next action with rationale]
[If user hasn't tried certain commands:]
Commands you might not know:
/remember Capture when something goes wrong
(teaches your system from friction)
/graph Explore your knowledge graph visually
/stats See vault metrics in shareable format
All commands:
/ask [question] Query your knowledge system
/learn [topic] Research and grow your graph
/next Next recommended action
/{reduce} [source] Extract insights from material
/{reflect} Find connections between notes
/{reweave} Update older notes
/verify [note] Combined quality verification
/health Run vault diagnostics
/{rethink} Challenge assumptions
/remember Capture methodology learning
/architect Research-backed evolution advice
/reseed Principled restructuring
/add-domain Extend with a new domain
/upgrade Check for skill improvements
/tutorial Interactive walkthrough
/graph Graph exploration
/stats Vault metricsState-aware suggestion logic:
Pick the FIRST matching condition:
| Condition | Suggestion |
|---|---|
| Inbox has items | Process your inbox: /{reduce} [oldest-inbox-item-filename] |
| Pipeline has pending tasks | Resume processing: /next |
| 10+ observations or 5+ tensions | Review accumulated evidence: /{rethink} |
| Health warnings exist | Check health: /health |
| Notes exist, sparse connections | Build connections: /{reflect} |
| User hasn't tried /learn | Grow your graph: /learn [topic related to their domain] |
| Methodology folder has friction notes | Your system is learning from friction -- review with /{rethink} |
| Methodology folder has notes beyond derivation-rationale | Your system has [N] operational learnings -- query them with /ask or browse ops/methodology/ |
| Sessions accumulating without mining | Mine session learnings: /remember |
| Healthy vault, no pressure | What is next: /next |
Reference a specific file when possible (e.g., the actual oldest inbox filename, the actual pending task description).
Manual page suggestion (if manual/ exists): Based on the first matching state-aware condition, suggest the relevant manual page:
| Condition | Manual Page |
|---|---|
| Inbox has items | [[workflows]] (processing pipeline) |
| Pipeline has pending tasks | [[workflows]] (batch processing) |
| Observations/tensions accumulated | [[meta-skills]] (/rethink guide) |
| Health warnings exist | [[troubleshooting]] |
| Sparse connections | [[workflows]] (connection finding) |
| General orientation needed | [[getting-started]] |
Add: For details, see manual/{page}.md
"Commands you might not know" logic:
Track which commands the user has likely used by checking for their artifacts:
ops/sessions/ has learn-related transcripts or inbox has research filesops/methodology/ or ops/observations/ has filesShow up to 3 commands the user probably has not tried. Skip commands they clearly have used.
Quick reference. No state analysis. No suggestions. Just the commands.
--=={ ars contexta : help --compact }==--
/ask [question] Query knowledge system
/learn [topic] Research and grow graph
/next Next recommended action
/{reduce} [source] Extract insights
/{reflect} Find connections
/{reweave} Update older notes
/verify [note] Quality verification
/health Vault diagnostics
/{rethink} Challenge assumptions
/remember Capture methodology learning
/architect Evolution advice
/reseed Restructure system
/add-domain Add new domain
/upgrade Check for improvements
/tutorial Interactive walkthrough
/graph Graph exploration
/stats Vault metrics
/help This guideWhen the user asks for help with a specific skill (e.g., /help reduce or /help reflect):
--=={ ars contexta : help /{skill-name} }==--
{Description from frontmatter}
Usage:
/{skill-name} [arguments]
Examples:
/{skill-name} inbox/article.md
/{skill-name} --since 7d
What it does:
{2-3 sentence summary extracted from the skill's
philosophy or first methodology section}
Related:
/{related-skill} {one-line description}Special case for /help ask: Expand the "What it does" section to mention both knowledge layers:
What it does:
Queries the bundled methodology knowledge base (249
research claims) AND your local methodology notes
in ops/methodology/. Answers are grounded in
specific claims and applied to your system's
configuration.Extract the pipeline position (what comes before and after this skill) to show workflow context.
Manual cross-reference: If manual/skills.md exists, also check it for additional context about the requested skill. The manual may contain domain-specific examples and workflow context that the SKILL.md frontmatter does not include.
/reduce), not plugin-qualified forms (/arscontexta:reduce)/{reduce}) are resolved from derivation-manifest.mdNo ops/derivation-manifest.md: Use universal vocabulary for all command names.
Pre-init invocation: If no vault structure exists at all (no notes folder, no ops/), show a minimal message:
Ars Contexta is not initialized in this directory.
Run /setup to create your knowledge system.Multiple domains: If ops/derivation-manifest.md lists multiple domains, show commands grouped by domain in contextual mode.
© agenticnotetaking, 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 1 other file in skills/help of agenticnotetaking/arscontexta.
Open the folder on GitHubat commit 2acfd5c
Help 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 |
|---|---|---|---|---|---|---|
| Help this skillagenticnotetaking/arscontexta | 3.5k | — | ~3.3k | Automated safety check: Notes | MIT | |
| Logseq Review Workflow Evallogseq/logseq | 45k | — | ~1k | Automated safety check: Pass | AGPL-3.0 | |
| Baoyu URL To Markdownsdyckjq-lab/llm-wiki-skill | 2.5k | 2 repos | ~3.2k | Automated safety check: Pass | None | |
| Obsidian CLIAtmosphere/atmosphere | 3.8k | 13 repos | ~795 | Automated safety check: Pass | Apache-2.0 | |
| Esm Cjs Risk Scanlogseq/logseq | 45k | — | ~3.3k | Automated safety check: Pass | AGPL-3.0 | |
| Karpathy LLM WikiAstro-Han/karpathy-llm-wiki | 2.4k | — | ~3.6k | Automated safety check: Pass | MIT |
logseq/logseq
Compare two revisions of the Logseq logseq-review-workflow skill by running the same review prompt against isolated before and after skill snapshots, collecting both outputs, and producing a…
sdyckjq-lab/llm-wiki-skill
Fetch any URL and convert to markdown using Chrome CDP. An agent skill from sdyckjq-lab/llm-wiki-skill.
Atmosphere/atmosphere
Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more.
logseq/logseq
Scan Logseq ClojureScript Node/Electron targets for npm module loading risks, especially ESM-only packages that may fail when loaded through js/require or shadow-cljs require-based shims.
Astro-Han/karpathy-llm-wiki
A skill your agent uses when building or maintaining a personal LLM-powered knowledge base.
zstmfhy/zlibrary-to-notebooklm
自动从 Z-Library 下载书籍并上传到 Google NotebookLM。支持 PDF/EPUB 格式,自动转换,一键创建知识库。
agenticnotetaking/arscontexta
Interactive knowledge graph analysis. An agent skill from agenticnotetaking/arscontexta.
agenticnotetaking/arscontexta
Research a topic and grow your knowledge graph. An agent skill from agenticnotetaking/arscontexta.
agenticnotetaking/arscontexta
Get research-backed architecture advice for your knowledge system.
agenticnotetaking/arscontexta
Show vault statistics and knowledge graph metrics. An agent skill from agenticnotetaking/arscontexta.
agenticnotetaking/arscontexta
Surface the most valuable next action by combining task stack, queue state, inbox pressure, health, and goals.
agenticnotetaking/arscontexta
End-to-end source processing -- seed, reduce, process all claims through reflect/reweave/verify, archive.
Categories
Contextual guidance and command discovery. An agent skill from agenticnotetaking/arscontexta. Help is an agent skill from agenticnotetaking/arscontexta. Contextual guidance and command discovery.
Help fits situations like: how does this work.
Run `npx skills add agenticnotetaking/arscontexta --skill help -a claude-code`. Or copy the skill folder (skills/help in agenticnotetaking/arscontexta) into .claude/skills/help in your project. Claude Code loads it when a task matches its description.
Run `npx skills add agenticnotetaking/arscontexta --skill help -a codex`. Or copy the skill folder (skills/help in agenticnotetaking/arscontexta) into .agents/skills/help 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 agenticnotetaking/arscontexta --skill help -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/help, .gemini/skills/help, .github/skills/help and .opencode/skills/help in your project.
SKILL.md names no scripts, command-line tools or credentials: Help is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash.
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.
Help is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.3k tokens (SKILL.md is roughly 13k 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 Help: Logseq Review Workflow Eval (logseq/logseq, 45k stars), Baoyu URL To Markdown (sdyckjq-lab/llm-wiki-skill, 2.5k stars), Obsidian CLI (Atmosphere/atmosphere, 3.8k stars) and Esm Cjs Risk Scan (logseq/logseq, 45k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
agenticnotetaking (a GitHub organization) maintains it in agenticnotetaking/arscontexta, which has 3,492 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on February 24, 2026.
Source: agenticnotetaking/arscontexta on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.