tasksmind 0.1.6

TasksMind Python SDK — The AI Engineer for Developers on Call.

TasksMind Python SDK

The official Python client for TasksMind — the AI Engineer for developers on call.

TasksMind reviews pull requests, fixes CI failures, implements features, and analyzes bugs — triggered with a single API call from your terminal or code.

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Table of contents

• Prerequisites
• Installation
• Authentication
• CLI quickstart
• Python quickstart
• Intents — what TasksMind can do
• API reference
• Error handling
• Tips

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Prerequisites

• Python 3.9 or later
• A TasksMind API key — sign up at tasksmind.com to get one

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Installation

pip install tasksmind

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Authentication

Every request requires an API key. The recommended way is an environment variable:

export TASKSMIND_API_KEY="tm_..."

The client picks it up automatically:

from tasksmind import TasksMind

client = TasksMind()  # reads TASKSMIND_API_KEY

You can also pass it explicitly:

client = TasksMind(api_key="tm_...")

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CLI quickstart

After installation the tasksmind command is available in your shell.

Implement a feature

tasksmind run "add a /health endpoint" \
  --repo https://github.com/my-org/my-repo

Review a pull request

tasksmind run "review this PR" \
  --repo https://github.com/my-org/my-repo \
  --intent review_pr \
  --pr 42

Fix CI on a PR

tasksmind run "fix the failing tests" \
  --repo https://github.com/my-org/my-repo \
  --intent fix_ci \
  --pr 42

Root-cause an incident

tasksmind run "why is the API returning 500s on /checkout" \
  --repo https://github.com/my-org/my-repo \
  --intent root_cause

Fire-and-forget (don't wait for result)

tasksmind run "summarize the codebase" \
  --repo https://github.com/my-org/my-repo \
  --intent summarize_repo \
  --no-wait

Check on a run later

tasksmind status <run-id>
tasksmind logs   <run-id>

Skip --repo every time — set it once as an env var:

export TASKSMIND_REPO="https://github.com/my-org/my-repo"
tasksmind run "add pagination to the /users endpoint"

Full flag reference:

tasksmind run --help

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Python quickstart

import os
from tasksmind import TasksMind, AuthError, TimeoutError, APIError

client = TasksMind()  # reads TASKSMIND_API_KEY from environment

# 1. Start a run
run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    repo_ref="main",                              # branch, tag, or SHA
    payload={
        "intent": "review_pr",
        "target": {"pr_number": 42},
    },
)
print(f"Started: {run.id}  status={run.status}")

# 2. Wait for it to finish (polls every 2 s, times out after 10 min)
result = client.runs.wait(run.id, timeout_s=600)

# 3. Use the result
if result.is_success():
    print(result.output)          # full text output
    if result.pr_url:
        print(f"PR: {result.pr_url}")
else:
    print(f"Failed: {result.error}")

---

Intents

Pass intent inside the payload dict when calling runs.create.

implement_feature — write code and open a PR

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={
        "intent": "implement_feature",
        "raw_text": "add rate limiting middleware to all API routes",
        "target":   {"feature": "add rate limiting middleware to all API routes"},
    },
)
result = client.runs.wait(run.id)
print(result.pr_url)   # e.g. https://github.com/my-org/my-repo/pull/99

review_pr — code-review a pull request

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={
        "intent": "review_pr",
        "target": {"pr_number": 42},
    },
)
result = client.runs.wait(run.id)
print(result.output)   # full review text

fix_ci — analyse and explain CI failures on a PR

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={
        "intent": "fix_ci",
        "target": {"pr_number": 42},
    },
)
result = client.runs.wait(run.id)
print(result.output)   # root-cause analysis + suggested fix

fix_bug — investigate and fix a described bug

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={
        "intent":   "fix_bug",
        "raw_text": "users can't log in after the latest deploy — JWT validation always fails",
    },
)
result = client.runs.wait(run.id)
print(result.output)

root_cause — root-cause analysis for an incident

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={
        "intent":   "root_cause",
        "raw_text": "payment service started throwing NullPointerException at checkout",
    },
)
result = client.runs.wait(run.id)
print(result.output)

summarize_repo — explain a codebase

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={"intent": "summarize_repo"},
)
result = client.runs.wait(run.id)
print(result.output)

status_pr — PR status and CI check summary

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={
        "intent": "status_pr",
        "target": {"pr_number": 42},
    },
)
result = client.runs.wait(run.id)
print(result.output)

changes_pr — plain-English description of what a PR changes

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={
        "intent": "changes_pr",
        "target": {"pr_number": 42},
    },
)
result = client.runs.wait(run.id)
print(result.output)

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API reference

TasksMind(api_key, *, base_url, timeout)

Parameter	Type	Default	Description
api_key	str	$TASKSMIND_API_KEY	Your API key (required)
base_url	str	https://api.tasksmind.com	Override API base URL
timeout	float	60.0	HTTP request timeout in seconds

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client.runs.create(repo_url, repo_ref, payload)

Start a new run. Returns immediately with a Run object.

Parameter	Type	Default	Description
repo_url	str	—	Full GitHub repo URL
repo_ref	str	"main"	Branch, tag, or commit SHA
payload	dict	{}	Intent and target (see Intents)

payload fields

Field	Type	Description
intent	str	One of the intent names above (default: "implement_feature")
raw_text	str	Free-text description of the task
target	dict	Intent-specific context, e.g. {"pr_number": 42}

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client.runs.get(run_id)

Fetch the latest state of a run by its ID.

run = client.runs.get("550e8400-e29b-41d4-a716-446655440000")
print(run.status, run.output)

---

client.runs.list(limit, offset, status)

List runs for your account.

runs = client.runs.list(limit=10)
for r in runs:
    print(r.id, r.status)

# filter by status
completed = client.runs.list(status="completed")

Parameter	Type	Default	Description
limit	int	20	Max results (1–100)
offset	int	0	Pagination offset
status	str	None	Filter by status string

---

client.runs.wait(run_id, *, timeout_s, poll_s)

Poll until the run reaches a terminal status, then return it.

result = client.runs.wait(run.id, timeout_s=300, poll_s=3)

Parameter	Type	Default	Description
timeout_s	float	600.0	Max seconds to wait before raising TimeoutError
poll_s	float	2.0	Seconds between poll requests

---

Run object

Attribute	Type	Description
.id	str	Run UUID
.status	str	queued · running · completed · failed · error · cancelled
.output	str	Full text output from the run
.summary	str | None	Short AI-generated summary
.pr_url	str | None	Pull request URL (when a PR was created)
.pr_number	int | None	Pull request number
.error	str | None	Error message when status is failed or error
.is_success()	bool	True when status is completed or succeeded

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Error handling

from tasksmind import (
    TasksMind,
    AuthError,       # 401 / 403 — bad or missing API key
    NotFoundError,   # 404 — run ID doesn't exist
    RateLimitError,  # 429 — slow down
    APIError,        # any other 4xx / 5xx
    TimeoutError,    # runs.wait() exceeded timeout_s
)

client = TasksMind()

try:
    run = client.runs.create(
        repo_url="https://github.com/my-org/my-repo",
        payload={"intent": "review_pr", "target": {"pr_number": 42}},
    )
    result = client.runs.wait(run.id, timeout_s=300)

    if result.is_success():
        print(result.output)
    else:
        print(f"Run failed: {result.error}")

except AuthError:
    print("Invalid API key — check TASKSMIND_API_KEY")
except NotFoundError:
    print("Run not found")
except RateLimitError:
    print("Rate limited — back off and retry")
except TimeoutError:
    print("Timed out waiting for result")
except APIError as e:
    print(f"API error {e.status_code}: {e.body}")

All exceptions inherit from TasksMindError:

TasksMindError
├── AuthError
├── NotFoundError
├── RateLimitError
├── APIError
└── TimeoutError

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Tips

Use a context manager to ensure the HTTP connection is closed:

with TasksMind() as client:
    result = client.runs.wait(
        client.runs.create(
            repo_url="https://github.com/my-org/my-repo",
            payload={"intent": "summarize_repo"},
        ).id
    )
    print(result.output)

Set a default repo so you don't repeat --repo on every CLI call:

export TASKSMIND_REPO="https://github.com/my-org/my-repo"
tasksmind run "add a /metrics endpoint"

Fire-and-forget then check back later:

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    payload={"intent": "implement_feature", "raw_text": "add dark mode"},
)
print(f"Queued: {run.id}")
# ... later ...
result = client.runs.get(run.id)
print(result.status)

Target a specific branch or commit:

run = client.runs.create(
    repo_url="https://github.com/my-org/my-repo",
    repo_ref="feat/my-branch",   # or a full commit SHA
    payload={"intent": "review_pr", "target": {"pr_number": 55}},
)

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Requirements

• Python ≥ 3.9
• httpx ≥ 0.24 (installed automatically)

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Links

• Website
• PyPI
• Report an issue