Surface deepening opportunities in the codebase using the Ousterhout/Feathers vocabulary from WORKFLOW §8 (Module / Interface / Depth / Seam / Adapter / Leverage / Locality).

Custom licenceAuto-check passedDevelopment

Install Ad Deepen

skills CLI
$ npx skills add alexandremendoncaalvaro/CorridorKey-Runtime --skill ad-deepen -a claude-code

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

GitHub CLI
$ gh skill install alexandremendoncaalvaro/CorridorKey-Runtime ad-deepen --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/alexandremendoncaalvaro/CorridorKey-Runtime.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/ad-deepen .claude/skills/ad-deepen && 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
ad-deepen
GitHub stars
756
Used in
1 other repo
Token cost
~2k tokens
SKILL.md length
822 words
Files
2
Skills in repo
26
Repo updated
First seen
Licence
Custom licence

At a glance

Surface deepening opportunities in the codebase using the Ousterhout/Feathers vocabulary from WORKFLOW §8 (Module / Interface / Depth / Seam / Adapter / Leverage / Locality).

  • Works in 3 steps: Read CONTEXT.md if it exists. Anchor… → Read ARCHITECTURE.md if it exists. Read… → Walk the codebase noting friction
  • Refactor for depth
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Two-adapters rule

What it does

Ad Deepen is an agent skill from alexandremendoncaalvaro/CorridorKey-Runtime. Surface deepening opportunities in the codebase using the Ousterhout/Feathers vocabulary from WORKFLOW §8 (Module / Interface / Depth / Seam / Adapter / Leverage / Locality). Three-phase process — explore organically, present numbered candidates with deletion-test framing, grilling loop on the chosen candidate. Pairs with ad-drift (audit detects drift; deepen proposes refactors). Triggers on "deepen", "refactor for depth", "shallow module", "deletion test", "two-adapters rule", "interface is the test surface"…

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Development, covering Refactoring, Architecture decision records and Requirements gathering. The repository describes itself as: Native AI keying runtime and OFX plugin for DaVinci Resolve, built in collaboration with Corridor Digital.

When your agent uses it

  • Refactor for depth
  • Two-adapters rule
  • Interface is the test surface

Example prompts

  • “deepen”
  • “refactor for depth”
  • “shallow module”
  • “/ad-deepen”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Read CONTEXT.md if it exists. Anchor domain vocabulary; deepening proposals must use Customer, Order, Triage role — not Service, Handler…
  2. Read ARCHITECTURE.md if it exists. Read accepted ADRs in doc/adr/ covering the surface you are about to walk.
  3. Walk the codebase noting friction

What it can do on your machine

Read from SKILL.md and the folder at commit e632fa5. 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 (its code samples are markdown).

    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

Ad Deepen loads about 2k tokens when it runs. Until then it costs about 165 tokens; SKILL.md has 822 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~165
When it runs · the whole SKILL.md, loaded when a task matches
~2k

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 822 words (~2,031 tokens).

“Implements ADR-0020 (doc/adr/0020-deep-modules-vocabulary.md) — operational counterpart to the WORKFLOW §8 architectural vocabulary. Surfaces deepening opportunities and walks the user through them. Process scaffold; no primary file output.”

— opening of SKILL.md by alexandremendoncaalvaro, Custom licence
name
ad-deepen
summary
Surface deepening opportunities using WORKFLOW §8 vocabulary (Module / Interface / Depth / Seam / Adapter / Leverage / Locality). Three phases — explore…

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .agents/skills/ad-deepen of alexandremendoncaalvaro/CorridorKey-Runtime.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit e632fa5

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in alexandremendoncaalvaro/CorridorKey-Runtime, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Ad Deepen 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.

Ad Deepen compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ad Deepen this skillalexandremendoncaalvaro/CorridorKey-Runtime7561 repos~2kAutomated safety check: PassCustom licence
Improve Codebase Architectureywwynm/EverythingDone14415 repos~1.3kAutomated safety check: PassGPL-3.0
Learning OpportunitiesDrCatHicks/learning-opportunities2.5k—~2.5kAutomated safety check: PassCC-BY-4.0
Grill With Docsmeain/dotfiles28520 repos~875Automated safety check: PassMIT
Task Workflowikarenkov/Modo343—~2.4kAutomated safety check: PassNone
Planningmarkmdev/meridian187—~1.3kAutomated safety check: PassNone

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  • Improve Codebase Architecture

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More from alexandremendoncaalvaro/CorridorKey-Runtime

All 26 skills in this repo
  • Ad Archive

    alexandremendoncaalvaro/CorridorKey-Runtime

    Sweep completed plan files (tasks Status:done, specs Status:shipped, PRDs Status:superseded, ADRs Status:superseded or deprecated) out of the working tree and into git history via git rm.

    756 GitHub starsUsed in 1 repo~1.6k tokens
    Auto-check passed
  • Ad Commit

    alexandremendoncaalvaro/CorridorKey-Runtime

    Atomic Conventional Commits with DCO Signed-off-by sign-off.

    756 GitHub starsUsed in 1 repo~1.4k tokens
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  • Ad Bootstrap

    alexandremendoncaalvaro/CorridorKey-Runtime

    Generate AGENTS.md at the repo root by scanning the codebase first, pre-filling placeholders from observed signals, and asking only the genuine gaps.

    756 GitHub starsUsed in 1 repo~2.2k tokens
    Auto-check: warnings
  • Ad Domain

    alexandremendoncaalvaro/CorridorKey-Runtime

    Lazily create or update CONTEXT.md (Layer 2 — ubiquitous language per Evans 2003) at the repo root, or CONTEXT-MAP.md plus per-context CONTEXT.md for multi-context repos.

    756 GitHub starsUsed in 1 repo~1.8k tokens
    Auto-check passed
  • Ad Grill Me

    alexandremendoncaalvaro/CorridorKey-Runtime

    Interview-before-research grilling session that challenges a fuzzy ask against the existing codebase, sharpens vocabulary against CONTEXT.md, and resolves the decision tree branch by branch.

    756 GitHub starsUsed in 1 repo~1.8k tokens
    Auto-check passed
  • Ad Handoff

    alexandremendoncaalvaro/CorridorKey-Runtime

    Compact the current session into a handoff document a fresh agent can pick up from.

    756 GitHub starsUsed in 1 repo~4.2k tokens
    Auto-check: notes

Categories

Questions about Ad Deepen

What does Ad Deepen do?

Surface deepening opportunities in the codebase using the Ousterhout/Feathers vocabulary from WORKFLOW §8 (Module / Interface / Depth / Seam / Adapter / Leverage / Locality). Ad Deepen is an agent skill from alexandremendoncaalvaro/CorridorKey-Runtime. Surface deepening opportunities in the codebase using the Ousterhout/Feathers vocabulary from WORKFLOW §8 (Module / Interface / Depth / Seam / Adapter / Leverage / Locality).

When should I use Ad Deepen?

Ad Deepen fits situations like: refactor for depth; two-adapters rule; interface is the test surface.

How do I install Ad Deepen in Claude Code?

Run `npx skills add alexandremendoncaalvaro/CorridorKey-Runtime --skill ad-deepen -a claude-code`. Or copy the skill folder (.agents/skills/ad-deepen in alexandremendoncaalvaro/CorridorKey-Runtime) into .claude/skills/ad-deepen in your project. Claude Code loads it when a task matches its description.

How do I install Ad Deepen in Codex?

Run `npx skills add alexandremendoncaalvaro/CorridorKey-Runtime --skill ad-deepen -a codex`. Or copy the skill folder (.agents/skills/ad-deepen in alexandremendoncaalvaro/CorridorKey-Runtime) into .agents/skills/ad-deepen in your project. Codex loads it when a task matches its description.

Can I use Ad Deepen 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 alexandremendoncaalvaro/CorridorKey-Runtime --skill ad-deepen -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ad-deepen, .gemini/skills/ad-deepen, .github/skills/ad-deepen and .opencode/skills/ad-deepen in your project.

What does Ad Deepen need to run?

SKILL.md names no scripts, command-line tools or credentials: Ad Deepen is instructions for the agent only.

Does Ad Deepen 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 Ad Deepen 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 Ad Deepen use?

Ad Deepen 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 Ad Deepen use?

About 2k tokens (SKILL.md is roughly 8.1k 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 Ad Deepen?

Skills that share tags, products or a category with Ad Deepen: Improve Codebase Architecture (ywwynm/EverythingDone, 144 stars), Learning Opportunities (DrCatHicks/learning-opportunities, 2.5k stars), Grill With Docs (meain/dotfiles, 285 stars) and Task Workflow (ikarenkov/Modo, 343 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ad Deepen?

alexandremendoncaalvaro (a GitHub user) maintains it in alexandremendoncaalvaro/CorridorKey-Runtime, which has 756 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on August 5, 2026.

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