Agent skill

Diff Generate

by davekilleen in davekilleen/Dex

Package one workflow — how you use Dex for a specific job — into a shareable DexDiff methodology doc.

Custom licenceAuto-check passed

Install Diff Generate

skills CLI
$ npx skills add davekilleen/Dex --skill diff-generate -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install davekilleen/Dex diff-generate --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/davekilleen/Dex.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/diff-generate .claude/skills/diff-generate && rm -rf skills-src

Use ~/.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/

Facts

Skill name
diff-generate
GitHub stars
493
Token cost
~1.4k tokens
SKILL.md length
549 words
Files
2 (incl. scripts)
Skills in repo
58
Repo updated
First seen
Licence
Custom licence

At a glance

Package one workflow — how you use Dex for a specific job — into a shareable DexDiff methodology doc.

  • Works in 5 steps: Discover Customisations → Group into a Workflow → Write the Methodology → …
  • The user says share how I do X
  • SKILL.md covers What This Command Does, Arguments, Process and Publishing to Heydex (optional), plus 1 more section
  • Runs Python scripts from its folder; calls python3; reaches heydex.ai

What it does

Diff Generate is an agent skill from davekilleen/Dex. Package one workflow — how you use Dex for a specific job — into a shareable DexDiff methodology doc. Use when the user says 'share how I do X', 'package this workflow'. Not for packaging your entire system; use diff-profile. Not for adopting someone else's; use diff-adopt.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/publish_diff.py`).

The repository describes itself as: Your AI Chief of Staff — a personal operating system starter kit that adapts to your role. No coding required.

When your agent uses it

  • The user says share how I do X
  • Package this workflow

Example prompts

  • “share how I do X”
  • “package this workflow”
  • “/diff-generate”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Discover Customisations
  2. Group into a Workflow
  3. Write the Methodology
  4. Ask for Identity Fields
  5. Review and Save

What it can do on your machine

Read from SKILL.md and the folder at commit ab5d6ad. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • heydex.ai

    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

Diff Generate loads about 1.4k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 549 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~74
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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); the scripts in this folder 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 549 words (~1,393 tokens).

“In plain English: You've built a workflow in Dex that works well. This command scans your vault, identifies what you've customised, and writes a methodology document describing how it works. That document can be published to heydex.ai/diff so others can…”

— opening of SKILL.md by davekilleen, Custom licence
name
diff-generate

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in .claude/skills/diff-generate of davekilleen/Dex.

  • SKILL.md
  • scripts/publish_diff.py

Open the folder on GitHubat commit ab5d6ad

Compare with similar skills

Diff Generate 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.

Diff Generate compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Diff Generate this skilldavekilleen/Dex493—~1.4kAutomated safety check: PassCustom licence
Diffsopenclaw/openclaw392k4 repos~461Automated safety check: PassMIT
Technical Job Searchgithub/awesome-copilot40k—~1.2kAutomated safety check: PassMIT
Job Application AssistantMadsLorentzen/ai-job-search45k1 repos~1.2kAutomated safety check: NotesMIT
Python Background Jobswshobson/agents40k—~1.8kAutomated safety check: PassMIT
Accesslint Diffsickn33/agentic-awesome-skills47k1 repos~1.2kAutomated safety check: PassMIT

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Questions about Diff Generate

What does Diff Generate do?

Package one workflow — how you use Dex for a specific job — into a shareable DexDiff methodology doc. Diff Generate is an agent skill from davekilleen/Dex. Package one workflow — how you use Dex for a specific job — into a shareable DexDiff methodology doc.

When should I use Diff Generate?

Diff Generate fits situations like: the user says share how I do X; package this workflow.

How do I install Diff Generate in Claude Code?

Run `npx skills add davekilleen/Dex --skill diff-generate -a claude-code`. Or copy the skill folder (.claude/skills/diff-generate in davekilleen/Dex) into .claude/skills/diff-generate in your project. Claude Code loads it when a task matches its description.

How do I install Diff Generate in Codex?

Run `npx skills add davekilleen/Dex --skill diff-generate -a codex`. Or copy the skill folder (.claude/skills/diff-generate in davekilleen/Dex) into .agents/skills/diff-generate in your project. Codex loads it when a task matches its description.

Can I use Diff Generate 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 davekilleen/Dex --skill diff-generate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/diff-generate, .gemini/skills/diff-generate, .github/skills/diff-generate and .opencode/skills/diff-generate in your project.

What does Diff Generate need to run?

Going by SKILL.md and its folder, Diff Generate needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Diff Generate access the network?

SKILL.md names 1 domain. In commands or code: heydex.ai; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Diff Generate 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Diff Generate use?

Diff Generate 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 Diff Generate use?

About 1.4k tokens (SKILL.md is roughly 5.6k 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 Diff Generate?

Skills that share tags, products or a category with Diff Generate: Diffs (openclaw/openclaw, 392k stars), Technical Job Search (github/awesome-copilot, 40k stars), Job Application Assistant (MadsLorentzen/ai-job-search, 45k stars) and Python Background Jobs (wshobson/agents, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Diff Generate?

davekilleen (a GitHub user) maintains it in davekilleen/Dex, which has 493 GitHub stars. The repository holds 58 skills in this directory. The repository was last updated on October 2, 2026.

Source: davekilleen/Dex on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.