Agent skill

Review Session

by ed3dai in ed3dai/ed3d-plugins

A skill your agent uses when the user wants to review a Claude Code session for quality — analyzes the current session (or a specified transcript path) for prompting effectiveness, agent…

No licenceAuto-check passed

Install Review Session

skills CLI
$ npx skills add ed3dai/ed3d-plugins --skill review-session -a claude-code

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

GitHub CLI
$ gh skill install ed3dai/ed3d-plugins review-session --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/ed3dai/ed3d-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ed3d-session-reflection/skills/review-session .claude/skills/review-session && 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
review-session
GitHub stars
250
Token cost
~745 tokens
SKILL.md length
285 words
Files
1
Skills in repo
34
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when the user wants to review a Claude Code session for quality — analyzes the current session (or a specified transcript path) for prompting effectiveness, agent…

  • Works in 4 steps: Determine the transcript path → Reduce the transcript → Dispatch the reviewer → …
  • Agent performance
  • SKILL.md covers Prerequisites, Invocation and Steps
  • Calls python3

What it does

Review Session is an agent skill from ed3dai/ed3d-plugins. Use when the user wants to review a Claude Code session for quality — analyzes the current session (or a specified transcript path) for prompting effectiveness, agent performance, and environment gaps, producing actionable recommendations

Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Ed's repo of Claude Code plugins, centered around a research-plan-implement workflow. Only a tiny bit cursed. If you're lucky.

When your agent uses it

  • Agent performance
  • Environment gaps
  • Producing actionable recommendations

Example prompts

  • “/review-session”

Requirements

  • Python 3

Workflow steps

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

  1. Determine the transcript path
  2. Reduce the transcript
  3. Dispatch the reviewer
  4. Present findings

What it can do on your machine

Read from SKILL.md and the folder at commit 0c90f4b. 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

    Shell commands in SKILL.md call:

    • python3

    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

Review Session loads about 745 tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 285 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~745

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 285 words (~745 tokens).

“Review a single Claude Code session transcript for quality and produce actionable findings.”

— opening of SKILL.md by ed3dai
name
review-session

Read the full SKILL.md on GitHub

Files

Just SKILL.md in plugins/ed3d-session-reflection/skills/review-session of ed3dai/ed3d-plugins.

Open the folder on GitHubat commit 0c90f4b

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Questions about Review Session

What does Review Session do?

A skill your agent uses when the user wants to review a Claude Code session for quality — analyzes the current session (or a specified transcript path) for prompting effectiveness, agent…. Review Session is an agent skill from ed3dai/ed3d-plugins.

When should I use Review Session?

Review Session fits situations like: agent performance; environment gaps; producing actionable recommendations.

How do I install Review Session in Claude Code?

Run `npx skills add ed3dai/ed3d-plugins --skill review-session -a claude-code`. Or copy the skill folder (plugins/ed3d-session-reflection/skills/review-session in ed3dai/ed3d-plugins) into .claude/skills/review-session in your project. Claude Code loads it when a task matches its description.

How do I install Review Session in Codex?

Run `npx skills add ed3dai/ed3d-plugins --skill review-session -a codex`. Or copy the skill folder (plugins/ed3d-session-reflection/skills/review-session in ed3dai/ed3d-plugins) into .agents/skills/review-session in your project. Codex loads it when a task matches its description.

Can I use Review Session 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 ed3dai/ed3d-plugins --skill review-session -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-session, .gemini/skills/review-session, .github/skills/review-session and .opencode/skills/review-session in your project.

What does Review Session need to run?

Going by SKILL.md and its folder, Review Session needs the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Review Session 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 Review Session 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 Review Session use?

No licence was found for Review Session or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Review Session use?

About 745 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

Who maintains Review Session?

ed3dai (a GitHub organization) maintains it in ed3dai/ed3d-plugins, which has 250 GitHub stars. The repository holds 34 skills in this directory. The repository was last updated on September 6, 2026.

Source: ed3dai/ed3d-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.