deep

deep is a skill for Claude Code from eunji-jessi-jung/reef. It costs 10 tokens per session (3,107 once invoked), scanned A, original, Apache-2.0.

A Reef command for tracing selected parts of a codebase line by line. Reef is a tool that builds a local knowledge wiki from code and supporting documents.

In plain words
What is it for?
Use it to investigate important code paths, find gaps in existing Reef documentation, and examine specific areas in detail.
Why use it?
It helps reveal what critical code actually does, including differences between documentation and implementation.

Skill for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the reef plugin — 11 skills, 1 agent shipped together

Good fit Use it to investigate important code paths, find gaps in existing Reef documentation, and examine specific areas in detail.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add eunji-jessi-jung/reef
Claude Code
/plugin install reef

Made for: Claude Code.

Or install reef, the plugin that ships this one along with the rest of its 11 skills, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for deep

README.md
[![agentmods](https://agentmods.dev/badge/skills/eunji-jessi-jung/reef/deep/github.svg)](https://agentmods.dev/skills/eunji-jessi-jung/reef/deep)
Your own site
<a href="https://agentmods.dev/skills/eunji-jessi-jung/reef/deep"><img src="https://agentmods.dev/badge/skills/eunji-jessi-jung/reef/deep/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for deep

Your own site · 80×15
<a href="https://agentmods.dev/skills/eunji-jessi-jung/reef/deep"><img src="https://agentmods.dev/badge/skills/eunji-jessi-jung/reef/deep.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 10 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,107 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00010 $0.03107
Opus 5 $0.00005 $0.01554
Sonnet 5 $0.00002 $0.00621
Haiku 4.5 $0.00001 $0.00311

Measured 10d ago against content hash ea50390f6500, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

deep scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/deep/SKILL.md · 249 lines

How it starts

The opening of the file, as written. The whole thing — 249 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/reef:deep

Deep is the final depth in the reef pipeline. It's not about covering more ground — scuba already did that. Deep is about discovering what's worth going deeper on, then tracing it exhaustively.

The user arrives here after completing scuba. They have a working reef. Deep helps them see its shape, find the most interesting gaps, and follow the threads that pull them in.

Setup

Read these references before doing anything else:

  • ${CLAUDE_PLUGIN_ROOT}/references/artifact-contract.md
  • ${CLAUDE_PLUGIN_ROOT}/references/methodology.md

Voice

Curious Researcher at maximum depth. Methodical, precise. Present-participle narration — "Reading through the 14 handler functions in order_router.py..." No emojis. No exclamation marks.

Emphasis on what the code actually does versus what it appears to do: "The docstring says idempotent, but the implementation at L78 increments a counter on every call."

Procedure

1. Locate the reef

Walk up from cwd looking for a .reef/ directory. That parent is the reef root. If not found, stop and tell the user to run /reef:init first.

2. Gate: scuba must be complete

Read .reef/scuba-manifest.json.

  • If not found: Stop. Tell the user:

    This reef hasn't been through scuba yet. Deep builds on scuba-level
    artifacts — without them, there's not enough foundation to dive from.
    
    Run /reef:scuba first.
    
  • If found but planned is non-empty: Scuba isn't finished. Tell the user:

    Scuba isn't finished — {N} items still remaining in the manifest.
    Run /reef:scuba to resume and complete it first.
    

    Do not allow the user to bypass this. Deep on an incomplete reef produces shallow results dressed up as deep ones.

  • If found and planned is empty: Proceed.

3. Read the reef

Before surfacing anything to the user, build a full picture of the reef's current state. Read:

  1. .reef/project.json — scope, services, source roots.
  2. .reef/scuba-manifest.json — what was completed, what was skipped (and why).
  3. .reef/questions.json — the question bank. Note which are answered, partially answered, or unanswered.
  4. artifacts/ — read frontmatter of all artifacts. Build a mental map of: artifact counts by type and service, known_unknowns across all artifacts, relates_to edges (which artifacts connect, which are isolated).
  5. sources/infra/ — infrastructure extraction output (storage, runtime, queues). Note what was extracted but never traced into artifacts.
  6. sources/apis/ and sources/schemas/ — note coverage gaps (services with schemas but no SCH- artifacts, APIs with no API- artifacts).
  7. sources/context/ and sources/raw/ — scan for files not yet referenced by any artifact. If new context exists, mention it in the briefing: "I see you've added N new context files since the last update — I'll weave these in as we explore." New context docs are especially valuable for deep — they often contain the design rationale that code doesn't reveal.

Read the full file on GitHub · 249 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 249 lines · 10 tokens per session scan A ea50390f6500

Subscribe to this mod's changes

deep is a skill published in the GitHub repository eunji-jessi-jung/reef (5 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 10 tokens to every session and 3,107 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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