Skip to main content

AI coding agent with per-tool permissions, cost tracking, and token optimization

Project description

Vantage Agent

AI coding agent with per-tool permissions, cost tracking, prompt optimization, and anomaly detection. Works across Claude (API), Claude Code, Codex CLI, and Gemini CLI.

Install

pip install cohrint-agent

Requires Python 3.9+.

Quick Start

Interactive REPL

# Set your API key, then launch
export ANTHROPIC_API_KEY=sk-...
cohrint-agent

One-shot prompt

cohrint-agent "explain the main function in cli.py"

Pipe mode

echo "summarize this file" | cohrint-agent

Backends

Vantage auto-detects the best backend. You can override with --backend:

Backend Description Requires
api Direct Anthropic API (exact token counts) ANTHROPIC_API_KEY
claude Claude Code subprocess (free tier / subscription) claude binary
codex OpenAI Codex CLI subprocess codex binary
gemini Gemini CLI subprocess gemini binary
cohrint-agent --backend claude "refactor this function"
cohrint-agent --backend codex "write unit tests for auth.py"

Auto-detect priority: COHRINT_BACKEND env → ANTHROPIC_API_KEYclaude binary → codex binary → gemini binary.

Session Management

Sessions are persisted to ~/.vantage/sessions/. Resume any previous session:

# List sessions and costs
cohrint-agent summary

# Resume by session ID
cohrint-agent --resume abc12345

REPL Commands

Command Description
/help Show all commands
/tools Show tool approval status
/allow Bash,Write Approve specific tools
/allow all Approve all tools for this session
/cost Show current session cost
/optimize on|off Toggle prompt optimization
/model claude-opus-4-6 Switch model mid-session
/reset Clear history, permissions, cost
/quit Exit (shows final cost summary)

Cost Tracking

Every turn shows token usage and cost. Exit shows a full session summary:

  +----- Cost Summary -----+
  Model:             claude-sonnet-4-6
  Input tokens:      1,234
  Output tokens:     456
  Cost:              $0.0123
  Session total:     $0.0456
  Prompts:           3
  +-------------------------+

For Claude Code / Codex / Gemini (subscription or free tier), costs are labeled ~$0.00 (free tier) or ~$0.0123 (estimated).

Cohrint Dashboard

Send telemetry to your Cohrint dashboard for cross-session cost analysis:

export COHRINT_API_KEY=crt_...
cohrint-agent

Or pass inline: cohrint-agent --vantage-key crt_...

All Flags

cohrint-agent [OPTIONS] [PROMPT]

  PROMPT              One-shot prompt (omit for interactive REPL)

  --backend           api | claude | codex | gemini (auto-detected)
  --model             Model ID (default: claude-sonnet-4-6)
  --max-tokens        Max output tokens (default: 16384)
  --resume SESSION_ID Resume a previous session
  --api-key           Anthropic API key (or ANTHROPIC_API_KEY env)
  --vantage-key       Cohrint dashboard API key (or COHRINT_API_KEY env)
  --system            Custom system prompt
  --no-optimize       Disable prompt optimization
  --cwd               Set working directory
  --debug             Enable debug output

Environment Variables

Variable Description
ANTHROPIC_API_KEY Anthropic API key
COHRINT_API_KEY Cohrint dashboard key
COHRINT_BACKEND Force backend (api/claude/codex/gemini)
COHRINT_MODEL Default model override

License

MIT

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cohrint_agent-0.2.6.tar.gz (83.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

cohrint_agent-0.2.6-py3-none-any.whl (57.3 kB view details)

Uploaded Python 3

File details

Details for the file cohrint_agent-0.2.6.tar.gz.

File metadata

  • Download URL: cohrint_agent-0.2.6.tar.gz
  • Upload date:
  • Size: 83.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.5

File hashes

Hashes for cohrint_agent-0.2.6.tar.gz
Algorithm Hash digest
SHA256 4e5670cfbef4a0815624e7302653d42ab4ac9ebe44d888c98f5703aa0e70b076
MD5 c62a5a1dfc057490715ae29401601d88
BLAKE2b-256 7b667bea63e9a7fc3a4f0df266c2a5267009a5a8666e755182b447b40acf7341

See more details on using hashes here.

File details

Details for the file cohrint_agent-0.2.6-py3-none-any.whl.

File metadata

  • Download URL: cohrint_agent-0.2.6-py3-none-any.whl
  • Upload date:
  • Size: 57.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.5

File hashes

Hashes for cohrint_agent-0.2.6-py3-none-any.whl
Algorithm Hash digest
SHA256 86421a99f277442923f281f8759fe48f39b9621d1fbcd211d1a7cb14718e9975
MD5 753361a9afcc84ebf65fd3024777048d
BLAKE2b-256 b0bbadb3c11d89273c8ca05eb515f0197e78096c39f5d20fdccc227b1ddc290b

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page