storageops 0.4.18

StorageOps — S3-compatible object storage diagnostic toolkit. A Pi Coding Agent extension + skill pack.

StorageOps

StorageOps is a Pi Coding Agent extension and skill pack for diagnosing S3-compatible object storage problems.

It is designed for cases like AccessDenied, SlowDown, SignatureDoesNotMatch, checksum mismatches, stale reads, broken lifecycle rules, failed notifications, and migration surprises. You provide logs, errors, configs, or a short description; Pi loads the StorageOps skills and tools to produce an evidence-based diagnosis.

What You Get

• 16 diagnostic skills covering security, protocol compatibility, CLI/SDK behavior, performance, network access, lifecycle cost, replication, mount/workspace usage, migration, data consistency, access logs, big-data pipelines, notifications, reporting, and triage, plus 1 eval skill pack.
• 3 Pi extension tools:
  • scan_secrets redacts credentials and tokens.
  • detect_domain ranks likely diagnostic domains from evidence text.
  • search_memory searches prior Pi sessions for related diagnoses.
• Deterministic helper scripts for access logs, policy analysis, throttling, ETags, small-object cost, migration estimates, SigV4 parsing, endpoint reachability, and golden-case eval.
• A regression suite with 33 compact golden cases and size gates to keep the repository lean.

Quick Start

Prerequisites: Node.js 18+, Python 3.11+, and a model provider key.

# 1. Install Pi Coding Agent (the runtime engine)
#    storageops install does this automatically, but you can also install manually:
npm install -g @earendil-works/pi-coding-agent

# 2. Install StorageOps
python3 -m pip install storageops
storageops install

# 3. Configure a model key (pick one)
export ANTHROPIC_API_KEY=sk-...
export DEEPSEEK_API_KEY=sk-...
export OPENAI_API_KEY=sk-...

# 4. Run a diagnosis
storageops --print 's5cmd sync reports 429 SlowDown; diagnose likely cause'

Ubuntu / Debian: If pip install storageops fails with "externally-managed-environment", use python3 -m pip install storageops --break-system-packages or create a virtualenv first.

Cloud or regional PyPI mirrors: If your default mirror reports "No matching distribution found for storageops", install from the official PyPI index:

python3 -m pip install --upgrade storageops -i https://pypi.org/simple

storageops install automatically installs Pi Coding Agent via npm if it is not already present. It stops before deployment when an older Pi version is detected and prints the manual upgrade command, avoiding both auto-upgrades and half-ready StorageOps installs.

Configure a Model Key

Use any one of these patterns:

export DEEPSEEK_API_KEY=sk-...
export ANTHROPIC_API_KEY=sk-...
export OPENAI_API_KEY=sk-...

Or store a local key for the selected StorageOps/Pi agent directory:

echo sk-... > ~/.storageops/agent/api-key
chmod 600 ~/.storageops/agent/api-key

You can also pass Pi-native options through storageops, for example --provider, --model, --api-key, --print, --resume, or @file inputs.

DeepSeek smoke test:

storageops --provider deepseek --model deepseek-v4-pro --print 'hello'

deepseek-v4-pro and deepseek-v4-flash are known-good DeepSeek choices with Pi 0.78.0. If you keep a key in ~/.storageops/agent/api-key, StorageOps reads it and exposes it to Pi; you do not need to pass --api-key for normal use.

Install Modes

Independent mode is the default:

storageops install

It writes:

~/.storageops/
├── agent/
│   ├── settings.json
│   ├── api-key
│   ├── extensions/storageops.ts
│   └── sessions/
└── skills/

Merge mode installs into an existing Pi setup:

storageops install --merge

It writes the extension to ~/.pi/agent/extensions/, skills to ~/.pi/skills/, and backs up settings.json before merging StorageOps settings.

Typical Workflows

Single-shot diagnosis:

storageops --print @rclone-debug.log 'Explain the checksum mismatch and safe next steps'

Interactive diagnosis:

storageops

Refresh an install after upgrade:

python3 -m pip install --upgrade storageops
storageops install --force

Run quality gates from a checkout:

python3 scripts/skill_integrity_check.py
python3 skills/storageops-eval-golden-cases/scripts/golden_case_validator.py \
  skills/storageops-eval-golden-cases/cases
make validate

Documentation Map

• Getting Started
• CLI Reference
• Architecture
• Quick Reference
• Release
• Tutorial
• Skill Quality Guide
• Skill Taxonomy
• Routing Flowchart
• Dependency Map
• API Coverage Matrix
• Examples
• Changelog
• Security
• Contributing

Repository Note

The source tree keeps canonical skills at repository root and exposes them through storageops_cli/skills -> ../skills for packaging. The installer expects packaged skills to be available next to storageops_cli; review distribution changes carefully.

License

MIT