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docent

docent is a skill for Claude Code from TransluceAI/claude-code-plugins. It costs 26 tokens per session (604 once invoked), scanned A, original, Apache-2.0.

A set of instructions for using Docent, a platform that collects and analyzes AI agent runs and evaluation data.

In plain words
What is it for?
Reviewing agent behavior, importing local logs or evaluation traces, answering questions about runs, and creating analysis plans or evaluation rubrics.
Why use it?
It tells the coding agent which Docent guide to use for analyzing runs, importing logs, writing evaluation rules, or working with the platform through code.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions Claude Code; mentions Codex.

Part of the docent plugin — 1 skill, 1 command, 1 hook, 1 MCP server shipped together

not rated 7repo 5d ago A scan 26 tokens original Apache-2.0

Good fit Reviewing agent behavior, importing local logs or evaluation traces, answering questions about runs, and creating analysis plans or evaluation rubrics.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/transluceai/claude-code-plugins/docent
View source ↗ TransluceAI/claude-code-plugins
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add TransluceAI/claude-code-plugins --skill docent
Clone the repo
git clone --depth 1 https://github.com/TransluceAI/claude-code-plugins

Made for: Claude Code.

Or install docent, the plugin that ships this one along with the rest of its 1 skill, 1 command, 1 hook, 1 MCP server.

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 docent

README.md
[![agentmods](https://agentmods.dev/badge/skills/transluceai/claude-code-plugins/docent/github.svg)](https://agentmods.dev/skills/transluceai/claude-code-plugins/docent)
Your own site
<a href="https://agentmods.dev/skills/transluceai/claude-code-plugins/docent"><img src="https://agentmods.dev/badge/skills/transluceai/claude-code-plugins/docent/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 docent

Your own site · 80×15
<a href="https://agentmods.dev/skills/transluceai/claude-code-plugins/docent"><img src="https://agentmods.dev/badge/skills/transluceai/claude-code-plugins/docent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 604 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 $0.00026 $0.00604
Opus 5.5 $0.00010 $0.00242
Sonnet 5.5 $0.00005 $0.00121
Haiku 4.5 $0.00003 $0.00060

Measured 2mo ago against content hash c1af9f21b9ed, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

docent 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 2mo 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.

plugins/docent/skills/docent/SKILL.md · 48 lines

How it starts

The opening of the file, as written. The whole thing — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Docent

First-use notice

Before doing anything else, run:

uv tool run --quiet --from 'docent-python>=0.1.83' python -m docent.plugin.logging_config first-run-notice

If it prints a notice, relay it to the user exactly as instructed and then continue. If it prints nothing, continue silently.

Guides

This is the root skill for all Docent work. This file is just a table of contents. In most cases you should read one of the guides below before starting to work with docent. Choose the guide that best matches your task.

  • For exploring a collection of agent runs, analyzing data, answering questions about agent behavior: ./analysis.md
  • For ingestion workflows that convert local logs or eval traces into Docent data: ./ingestion.md
  • If the user is asking to manipulate data in the platform through code or the command line, see the SDK reference.

Other available documentation

  • For analysis-plan markdown notes (universal framework + pattern index): ./readings-reference.md (client.plan_markdown)
  • For writing or revising rubrics, classifier prompts, and their output schemas: ./rubric-writing.md
  • For plan-pattern pipelines and note templates (read one after classifying at Step 2b): ./patterns/
  • For the Readings API (client.read, client.query, batching, prompts, clustering): ./readings-reference.md
  • For DQL syntax, schemas, quirks, and example queries: ./dql-reference.md
  • For the reports API: ./report.md (only if the user explicitly asks for a report)
  • For ingestion-side data-model and conversion examples: ./ingestion-reference.md
  • SDK reference is available by visiting our online documentation

Opening Docent pages

Get the user in front of the relevant Docent page as soon as it exists — a new collection or a freshly submitted analysis plan.

  • In local sessions running on the user's machine (e.g. Claude Code CLI or an IDE extension), the SDK's flush() / webbrowser.open() opens the user's default browser automatically. You can rely on this, but still surface the URL as a clickable link since the user may not notice the tab.
  • In sandboxed sessions where webbrowser.open() cannot reach the user's browser (e.g. Codex CLI), surface the URL as a clickable link instead.

Read the full file on GitHub · 48 lines

Files

What ships with it

7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2mo ago First seen · 48 lines · 26 tokens per session scan A c1af9f21b9ed

Subscribe to this mod's changes

docent is a skill published in the GitHub repository TransluceAI/claude-code-plugins (7 stars, last pushed 5d ago), licensed Apache-2.0. It adds 26 tokens to every session and 604 once invoked, about $0.0001 per session on Opus 5.5. 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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Related

docent compared with skills from other repositories

docent next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
docentTransluceAI/claude-code-pluginsSkill75d agoApache-2.0A26Claude Code
imagegenopenai/codexSkill135ktodayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill100ktodayApache-2.0A19Claude Code
browser-automationopenclaw/openclawSkill394ktodayMITA36Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill316k7d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code