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Agent skill

Braintrust Analyze

by parcadei in parcadei/Continuous-Claude-v3

Analyze Claude Code sessions via Braintrust. An agent skill from parcadei/Continuous-Claude-v3.

MITAuto-check: notesProduct & Project Management

Install Braintrust Analyze

skills CLI
$ npx skills add parcadei/Continuous-Claude-v3 --skill braintrust-analyze -a claude-code

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

GitHub CLI
$ gh skill install parcadei/Continuous-Claude-v3 braintrust-analyze --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/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/braintrust-analyze .claude/skills/braintrust-analyze && 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
braintrust-analyze
GitHub stars
3.9k
Used in
1 other repo
Token cost
~682 tokens
SKILL.md length
139 words
Files
3
Skills in repo
141
Repo updated
First seen
Licence
MIT

At a glance

Analyze Claude Code sessions via Braintrust. An agent skill from parcadei/Continuous-Claude-v3.

  • Product & Project Management work in your project
  • SKILL.md covers When to Use, Commands, Options and What You'll Learn, plus 2 more sections
  • Calls uv; needs BRAINTRUST_API_KEY

What it does

Braintrust Analyze is an agent skill from parcadei/Continuous-Claude-v3. Analyze Claude Code sessions via Braintrust

Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `SKILL.v6.md`).

It sits in Product & Project Management. The repository describes itself as: Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows. The licence is MIT.

When your agent uses it

  • Product & Project Management work in your project

Example prompts

  • “/braintrust-analyze”

Requirements

  • Python 3
  • A credential in BRAINTRUST_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit d07ff4b. 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:

    • uv

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

  • Network

    No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • BRAINTRUST_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Braintrust Analyze loads about 682 tokens when it runs. Until then it costs about 16 tokens; SKILL.md has 139 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~16
When it runs · the whole SKILL.md, loaded when a task matches
~682

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:105
    - BRAINTRUST_API_KEY in ~/.claude/.env or project .env

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

The full file from parcadei/Continuous-Claude-v3 at commit d07ff4b, republished under its MIT licence (© parcadei). 139 words, ~682 tokens.

Download SKILL.mdSave it as .claude/skills/braintrust-analyze/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
braintrust-analyze
description
Analyze Claude Code sessions via Braintrust

Braintrust Analysis

Analyze your Claude Code sessions for patterns, issues, and insights using Braintrust tracing data.

When to Use

  • After completing a complex task (retrospective)
  • When debugging why something failed
  • Weekly review of productivity patterns
  • Finding opportunities to create new skills
  • Understanding token usage trends

Commands

Run from the project directory:

bash
# Analyze last session - summary with tool/agent/skill breakdown
uv run python -m runtime.harness scripts/braintrust_analyze.py --last-session

# List recent sessions
uv run python -m runtime.harness scripts/braintrust_analyze.py --sessions 5

# Agent usage statistics (last 7 days)
uv run python -m runtime.harness scripts/braintrust_analyze.py --agent-stats

# Skill usage statistics (last 7 days)
uv run python -m runtime.harness scripts/braintrust_analyze.py --skill-stats

# Detect loops - find repeated tool patterns (>5 same tool calls)
uv run python -m runtime.harness scripts/braintrust_analyze.py --detect-loops

# Replay specific session - show full sequence of actions
uv run python -m runtime.harness scripts/braintrust_analyze.py --replay <session-id>

# Weekly summary - daily activity breakdown
uv run python -m runtime.harness scripts/braintrust_analyze.py --weekly-summary

# Token trends - usage over time
uv run python -m runtime.harness scripts/braintrust_analyze.py --token-trends

Options

  • --project NAME - Braintrust project name (default: agentica)

What You'll Learn

Session Analysis
  • Tool usage breakdown
  • Agent spawns (plan-agent, debug-agent, etc.)
  • Skill activations (/commit, /research, etc.)
  • Token consumption estimates
Loop Detection

Find sessions where the same tool was called repeatedly, which may indicate:

  • Stuck in a search loop
  • Inefficient approach
  • Opportunity for better tooling
Usage Patterns
  • Which agents you use most
  • Which skills get activated
  • Daily/weekly activity trends

Examples

Quick Retrospective
bash
# What happened in my last session?
uv run python -m runtime.harness scripts/braintrust_analyze.py --last-session

Output:

## Session Analysis
**ID:** `92940b91...`
**Started:** 2025-12-24T01:31:05Z
**Spans:** 14

### Tool Usage
- Read: 4
- Bash: 2
- Edit: 2
...
Find Loops
bash
uv run python -m runtime.harness scripts/braintrust_analyze.py --detect-loops
Weekly Review
bash
uv run python -m runtime.harness scripts/braintrust_analyze.py --weekly-summary

Requirements

  • BRAINTRUST_API_KEY in ~/.claude/.env or project .env
  • Braintrust tracing enabled (via braintrust-claude-plugin)

© parcadei, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files in .claude/skills/braintrust-analyze of parcadei/Continuous-Claude-v3.

  • SKILL.md
  • SKILL.md.bak
  • SKILL.v6.md

Open the folder on GitHubat commit d07ff4b

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in parcadei/Continuous-Claude-v3, which our catalogue first saw on October 7, 2026.

Compare with similar skills

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Categories

Questions about Braintrust Analyze

What does Braintrust Analyze do?

Analyze Claude Code sessions via Braintrust. An agent skill from parcadei/Continuous-Claude-v3. Braintrust Analyze is an agent skill from parcadei/Continuous-Claude-v3.

When should I use Braintrust Analyze?

Braintrust Analyze fits situations like: product & Project Management work in your project.

How do I install Braintrust Analyze in Claude Code?

Run `npx skills add parcadei/Continuous-Claude-v3 --skill braintrust-analyze -a claude-code`. Or copy the skill folder (.claude/skills/braintrust-analyze in parcadei/Continuous-Claude-v3) into .claude/skills/braintrust-analyze in your project. Claude Code loads it when a task matches its description.

How do I install Braintrust Analyze in Codex?

Run `npx skills add parcadei/Continuous-Claude-v3 --skill braintrust-analyze -a codex`. Or copy the skill folder (.claude/skills/braintrust-analyze in parcadei/Continuous-Claude-v3) into .agents/skills/braintrust-analyze in your project. Codex loads it when a task matches its description.

Can I use Braintrust Analyze 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 parcadei/Continuous-Claude-v3 --skill braintrust-analyze -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/braintrust-analyze, .gemini/skills/braintrust-analyze, .github/skills/braintrust-analyze and .opencode/skills/braintrust-analyze in your project.

What does Braintrust Analyze need to run?

Going by SKILL.md and its folder, Braintrust Analyze needs the command-line tools its instructions call (uv) and credentials named BRAINTRUST_API_KEY. Our summary lists: Python 3; A credential in BRAINTRUST_API_KEY.

Does Braintrust Analyze access the network?

SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Braintrust Analyze safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Braintrust Analyze use?

Braintrust Analyze is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Braintrust Analyze use?

About 682 tokens (SKILL.md is roughly 2.7k 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 Braintrust Analyze?

Skills that share tags, products or a category with Braintrust Analyze: User Story Writer (deanpeters/Product-Manager-Skills, 7.2k stars), Game Changing Features (openstatusHQ/data-table-filters, 2.3k stars), CCPM Project Management (automazeio/ccpm, 8.4k stars) and Convex Create Component (spokvulcan/poker-planning, 114 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Braintrust Analyze?

parcadei (a GitHub user) maintains it in parcadei/Continuous-Claude-v3, which has 3,943 GitHub stars. The repository holds 141 skills in this directory. The repository was last updated on January 26, 2026.

Source: parcadei/Continuous-Claude-v3 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.