Codex
skills-directory/skill-codex
A skill your agent uses when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing
Orient at the start of a coding session, review what recently changed in a repository, and self-audit after completing work.
Install Memtrace Daily
$ npx skills add syncable-dev/memtrace-public --skill memtrace-daily -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-daily --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/syncable-dev/memtrace-public.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-daily .claude/skills/memtrace-daily && 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 "memtrace-daily" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-daily into .claude/skills/memtrace-daily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-daily", 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/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-dailyType 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 syncable-dev/memtrace-public --skill memtrace-daily -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-daily --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-daily .agents/skills/memtrace-daily && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memtrace-daily" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-daily into .agents/skills/memtrace-daily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-daily", 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 syncable-dev/memtrace-public --skill memtrace-daily -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-daily --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-daily .cursor/skills/memtrace-daily && 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 "memtrace-daily" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-daily into .cursor/skills/memtrace-daily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-daily", 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/syncable-dev/memtrace-public.git --path plugins/memtrace-skills/skills/memtrace-daily--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 syncable-dev/memtrace-public --skill memtrace-daily -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-daily --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-daily .gemini/skills/memtrace-daily && 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 "memtrace-daily" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-daily into .gemini/skills/memtrace-daily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-daily", 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 syncable-dev/memtrace-public memtrace-dailyInstalls 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 syncable-dev/memtrace-public --skill memtrace-daily -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-daily .github/skills/memtrace-daily && 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 "memtrace-daily" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-daily into .github/skills/memtrace-daily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-daily", 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 syncable-dev/memtrace-public --skill memtrace-daily -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-daily --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-daily .opencode/skills/memtrace-daily && 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 "memtrace-daily" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-daily into .opencode/skills/memtrace-daily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-daily", 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
memtrace-daily- GitHub stars
- 487
- Token cost
- ~803 tokens
- SKILL.md length
- 324 words
- Files
- 1
- Skills in repo
- 27
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Orient at the start of a coding session, review what recently changed in a repository, and self-audit after completing work.
- Works in 3 steps: Orient at session start → When the task is refactoring or cleanup → Self-audit before declaring work done
- The user wants the daily briefing (what changed in the last 24h with complexity deltas)
- SKILL.md covers Overview, Quick Reference, Steps and The standard a session should…, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Memtrace Daily is an agent skill from syncable-dev/memtrace-public. Orient at the start of a coding session, review what recently changed in a repository, and self-audit after completing work. Use when the user wants the daily briefing (what changed in the last 24h with complexity deltas), hotspots (complexity × churn refactor priorities), or a session review (clean/review/risky verdicts per editing session). For catching up after time away or resuming a prior session, use memtrace-session-continuity; daily is the last-24h briefing + hotspots + self-audit. Do not reconstruct…
Its SKILL.md is about 800 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 Development, covering Refactoring. It works with Git. The repository describes itself as: Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
When your agent uses it
- The user wants the daily briefing (what changed in the last 24h with complexity deltas)
- Hotspots (complexity × churn refactor priorities)
- A session review (clean/review/risky verdicts per editing session)
Example prompts
- “/memtrace-daily”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Orient at session start
- When the task is refactoring or cleanup
- Self-audit before declaring work done
What it can do on your machine
Read from SKILL.md and the folder at commit 3a3084d. 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
Memtrace Daily loads about 803 tokens when it runs. Until then it costs about 151 tokens; SKILL.md has 324 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 324 words (~803 tokens).
“Session bookends: orient before you start, audit before you finish. All three tools read the bi-temporal version history — every save is a change event with complexity deltas, so "what happened" includes "did it make the code better or worse".”
- name
- memtrace-daily
Files
Just SKILL.md in plugins/memtrace-skills/skills/memtrace-daily of syncable-dev/memtrace-public.
Open the folder on GitHubat commit 3a3084d
Compare with similar skills
Memtrace Daily 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 |
|---|---|---|---|---|---|---|
| Memtrace Daily this skillsyncable-dev/memtrace-public | 487 | — | ~803 | Automated safety check: Pass | Custom licence | |
| Codexskills-directory/skill-codex | 1.5k | 3 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Nexus MapperHaaaiawd/Nexus-skills | 166 | 1 repos | ~2.5k | Automated safety check: Notes | None | |
| Refactoring Auditepam/ai-dial-chat | 504 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | |
| Nexus QueryHaaaiawd/Nexus-skills | 166 | — | ~1.1k | Automated safety check: Pass | None | |
| Refactortermide/termide | 171 | — | ~2.8k | Automated safety check: Pass | MIT |
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Refactoring Audit
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Deep codebase refactoring audit for AI DIAL Chat. An agent skill from epam/ai-dial-chat.
Nexus Query
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Precise, instant code structure queries for active development — answer 'who depends on this interface before I refactor it', 'how many modules break if I change this', 'what is the real impact…
Refactor
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Full-workspace code quality analysis and refactoring with validation
Merge Master
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A skill your agent uses when periodically merging upstream master commits into a long-running refactor branch where code has moved, been renamed, or restructured — guiding careful per-commit…
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Memtrace Code Review
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Review GitHub pull requests with Memtrace's local graph-backed review engine.
Memtrace Codebase Exploration
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Map an indexed source-code repo into a structured overview — scale, communities, central symbols, execution flows, API surface, recent activity.
Memtrace Continuous Memory
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Keep the Memtrace index fresh while editing by watching a repo for live, incremental re-indexing.
Memtrace Decision Memory
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Related
Works with
Categories
Questions about Memtrace Daily
What does Memtrace Daily do?
Orient at the start of a coding session, review what recently changed in a repository, and self-audit after completing work. Memtrace Daily is an agent skill from syncable-dev/memtrace-public. Orient at the start of a coding session, review what recently changed in a repository, and self-audit after completing work.
When should I use Memtrace Daily?
Memtrace Daily fits situations like: the user wants the daily briefing (what changed in the last 24h with complexity deltas); hotspots (complexity × churn refactor priorities); A session review (clean/review/risky verdicts per editing session).
How do I install Memtrace Daily in Claude Code?
Run `npx skills add syncable-dev/memtrace-public --skill memtrace-daily -a claude-code`. Or copy the skill folder (plugins/memtrace-skills/skills/memtrace-daily in syncable-dev/memtrace-public) into .claude/skills/memtrace-daily in your project. Claude Code loads it when a task matches its description.
How do I install Memtrace Daily in Codex?
Run `npx skills add syncable-dev/memtrace-public --skill memtrace-daily -a codex`. Or copy the skill folder (plugins/memtrace-skills/skills/memtrace-daily in syncable-dev/memtrace-public) into .agents/skills/memtrace-daily in your project. Codex loads it when a task matches its description.
Can I use Memtrace Daily 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 syncable-dev/memtrace-public --skill memtrace-daily -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memtrace-daily, .gemini/skills/memtrace-daily, .github/skills/memtrace-daily and .opencode/skills/memtrace-daily in your project.
What does Memtrace Daily need to run?
SKILL.md names no scripts, command-line tools or credentials: Memtrace Daily is instructions for the agent only.
Does Memtrace Daily 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 Memtrace Daily 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 Memtrace Daily use?
Memtrace Daily has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Memtrace Daily use?
About 803 tokens (SKILL.md is roughly 3.2k 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 Memtrace Daily?
Skills that share tags, products or a category with Memtrace Daily: Codex (skills-directory/skill-codex, 1.5k stars), Nexus Mapper (Haaaiawd/Nexus-skills, 166 stars), Refactoring Audit (epam/ai-dial-chat, 504 stars) and Nexus Query (Haaaiawd/Nexus-skills, 166 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memtrace Daily?
syncable-dev (a GitHub organization) maintains it in syncable-dev/memtrace-public, which has 487 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 8, 2026.
Source: syncable-dev/memtrace-public on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.