LLM Wiki
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…
A skill your agent uses when the user asks for a weekly review, a week note, what happened this week, or what they spent the week on.
Install Ambient Context Weekly Review
$ npx skills add dragthelake/ambient-context --skill ambient-context-weekly-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dragthelake/ambient-context ambient-context-weekly-review --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/dragthelake/ambient-context.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ambient-context-weekly-review .claude/skills/ambient-context-weekly-review && 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 "ambient-context-weekly-review" agent skill from https://github.com/dragthelake/ambient-context/tree/main/skills/ambient-context-weekly-review into .claude/skills/ambient-context-weekly-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ambient-context-weekly-review", 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/dragthelake/ambient-context/tree/main/skills/ambient-context-weekly-reviewType 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 dragthelake/ambient-context --skill ambient-context-weekly-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dragthelake/ambient-context ambient-context-weekly-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dragthelake/ambient-context.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ambient-context-weekly-review .agents/skills/ambient-context-weekly-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ambient-context-weekly-review" agent skill from https://github.com/dragthelake/ambient-context/tree/main/skills/ambient-context-weekly-review into .agents/skills/ambient-context-weekly-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ambient-context-weekly-review", 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 dragthelake/ambient-context --skill ambient-context-weekly-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dragthelake/ambient-context ambient-context-weekly-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dragthelake/ambient-context.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ambient-context-weekly-review .cursor/skills/ambient-context-weekly-review && 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 "ambient-context-weekly-review" agent skill from https://github.com/dragthelake/ambient-context/tree/main/skills/ambient-context-weekly-review into .cursor/skills/ambient-context-weekly-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ambient-context-weekly-review", 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/dragthelake/ambient-context.git --path skills/ambient-context-weekly-review--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 dragthelake/ambient-context --skill ambient-context-weekly-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dragthelake/ambient-context ambient-context-weekly-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dragthelake/ambient-context.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ambient-context-weekly-review .gemini/skills/ambient-context-weekly-review && 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 "ambient-context-weekly-review" agent skill from https://github.com/dragthelake/ambient-context/tree/main/skills/ambient-context-weekly-review into .gemini/skills/ambient-context-weekly-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ambient-context-weekly-review", 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 dragthelake/ambient-context ambient-context-weekly-reviewInstalls 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 dragthelake/ambient-context --skill ambient-context-weekly-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dragthelake/ambient-context.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ambient-context-weekly-review .github/skills/ambient-context-weekly-review && 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 "ambient-context-weekly-review" agent skill from https://github.com/dragthelake/ambient-context/tree/main/skills/ambient-context-weekly-review into .github/skills/ambient-context-weekly-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ambient-context-weekly-review", 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 dragthelake/ambient-context --skill ambient-context-weekly-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dragthelake/ambient-context ambient-context-weekly-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dragthelake/ambient-context.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ambient-context-weekly-review .opencode/skills/ambient-context-weekly-review && 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 "ambient-context-weekly-review" agent skill from https://github.com/dragthelake/ambient-context/tree/main/skills/ambient-context-weekly-review into .opencode/skills/ambient-context-weekly-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ambient-context-weekly-review", 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.
Facts
- Skill name
ambient-context-weekly-review- GitHub stars
- 206
- Token cost
- ~362 tokens
- SKILL.md length
- 190 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when the user asks for a weekly review, a week note, what happened this week, or what they spent the week on.
- Works in 3 steps: list_days. Take the last seven calendar… → read_summary for each, oldest first.… → read_kb with file set to threads.md for…
- The user asks for a weekly review
- SKILL.md covers Steps and Reply
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ambient Context Weekly Review is an agent skill from dragthelake/ambient-context. Use when the user asks for a weekly review, a week note, what happened this week, or what they spent the week on. Reads the last seven Ambient Context summaries and writes the review.
Its SKILL.md is about 360 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 Journaling and reflection. The repository describes itself as: A menu bar app that keeps a written record of what you worked on. The licence is Apache-2.0.
When your agent uses it
- The user asks for a weekly review
- What happened this week
- What they spent the week on
Example prompts
- “/ambient-context-weekly-review”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- list_days. Take the last seven calendar days that have a summary. If fewer than three do, say so and offer to run the review on what exists.
- read_summary for each, oldest first. Seven summaries are the whole input; do not open day files unless a summary names a thread you cannot…
- read_kb with file set to threads.md for the most recent day, to see which threads are still open.
What it can do on your machine
Read from SKILL.md and the folder at commit 7e57155. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ambient Context Weekly Review loads about 362 tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 190 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from dragthelake/ambient-context at commit 7e57155, republished under its Apache-2.0 licence (© dragthelake). 190 words, ~362 tokens.
Download SKILL.mdSave it as
.claude/skills/ambient-context-weekly-review/SKILL.md (or your agent's skills folder).- name
- ambient-context-weekly-review
- description
- Use when the user asks for a weekly review, a week note, what happened this week, or what they spent the week on. Reads the last seven Ambient Context summaries and writes the review.
- license
- Apache-2.0
- metadata.tools
- list_days read_summary read_kb
Weekly review
Follow the ambient-context skill's conventions.
Steps
list_days. Take the last seven calendar days that have a summary. If fewer than three do, say so and offer to run the review on what exists.read_summaryfor each, oldest first. Seven summaries are the whole input; do not open day files unless a summary names a thread you cannot place.read_kbwithfileset tothreads.mdfor the most recent day, to see which threads are still open.
Reply
A week note, under 400 words, with these headings:
- The week in three lines. What it was mostly about.
- By project. One paragraph each, largest first. What moved, what shipped, what stalled.
- Stalled. Threads that appear early in the week and never resolve. Name the last day each was touched.
- Patterns. Apps or sites that took more time than the work seemed to need; days that went to meetings or messages rather than the plan. State what the record shows and leave the judgement to the user.
- Next week. Up to three suggestions, each traceable to a thread above.
Cite days by date. Do not quote message text.
© dragthelake, 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
Files
Just SKILL.md in skills/ambient-context-weekly-review of dragthelake/ambient-context.
Open the folder on GitHubat commit 7e57155
Compare with similar skills
Ambient Context Weekly Review 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 |
|---|---|---|---|---|---|---|
| Ambient Context Weekly Review this skilldragthelake/ambient-context | 206 | — | ~362 | Automated safety check: Pass | Apache-2.0 | |
| LLM Wikilewislulu/llm-wiki-skill | 655 | — | ~3.7k | Automated safety check: Pass | None | |
| Munger Perspectivealchaincyf/munger-skill | 379 | 1 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Daily Journalhuytieu/COG-second-brain | 1.3k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Letterboxd Diaryjoe-bell/skills | 211 | — | ~4.2k | Automated safety check: Pass | MIT | |
| Em Grid Scorermanager-dot-dev/manager-skills | 114 | — | ~5.8k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Ambient Context Weekly Review
What does Ambient Context Weekly Review do?
A skill your agent uses when the user asks for a weekly review, a week note, what happened this week, or what they spent the week on. Ambient Context Weekly Review is an agent skill from dragthelake/ambient-context. Use when the user asks for a weekly review, a week note, what happened this week, or what they spent the week on.
When should I use Ambient Context Weekly Review?
Ambient Context Weekly Review fits situations like: the user asks for a weekly review; what happened this week; what they spent the week on.
How do I install Ambient Context Weekly Review in Claude Code?
Run `npx skills add dragthelake/ambient-context --skill ambient-context-weekly-review -a claude-code`. Or copy the skill folder (skills/ambient-context-weekly-review in dragthelake/ambient-context) into .claude/skills/ambient-context-weekly-review in your project. Claude Code loads it when a task matches its description.
How do I install Ambient Context Weekly Review in Codex?
Run `npx skills add dragthelake/ambient-context --skill ambient-context-weekly-review -a codex`. Or copy the skill folder (skills/ambient-context-weekly-review in dragthelake/ambient-context) into .agents/skills/ambient-context-weekly-review in your project. Codex loads it when a task matches its description.
Can I use Ambient Context Weekly Review in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add dragthelake/ambient-context --skill ambient-context-weekly-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ambient-context-weekly-review, .gemini/skills/ambient-context-weekly-review, .github/skills/ambient-context-weekly-review and .opencode/skills/ambient-context-weekly-review in your project.
What does Ambient Context Weekly Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Ambient Context Weekly Review is instructions for the agent only.
Does Ambient Context Weekly Review access the network?
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.
Is Ambient Context Weekly Review safe to install?
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.
What licence does Ambient Context Weekly Review use?
Ambient Context Weekly Review is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ambient Context Weekly Review use?
About 362 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ambient Context Weekly Review?
Skills that share tags, products or a category with Ambient Context Weekly Review: LLM Wiki (lewislulu/llm-wiki-skill, 655 stars), Munger Perspective (alchaincyf/munger-skill, 379 stars), Daily Journal (huytieu/COG-second-brain, 1.3k stars) and Letterboxd Diary (joe-bell/skills, 211 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ambient Context Weekly Review?
dragthelake (a GitHub user) maintains it in dragthelake/ambient-context, which has 206 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 8, 2026.
Source: dragthelake/ambient-context on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.