Skip to main content
Avatar for Sourav Nandy from gravatar.com

Sourav Nandy

Username    sourav-nandy
Date joined   Joined

21 projects

continuityguard-cli

Last released

Local, zero-network CLI and library that scores AI-generated short-drama video clips for character-consistency drift and physics-plausibility issues before you re-render.

masterytrace-cli

Last released

Mastery Measurement API and CLI: fits Bayesian Knowledge Tracing (BKT) and Item Response Theory (2PL IRT) models to learner response logs and reports per-learner, per-skill mastery estimates.

slop-eval-cli

Last released

Scores AI-generated UI for genericness ("slop") using an Anthropic LLM-judge rubric, with a --json mode for CI/agent quality gates and a documented programmatic API (score_composite, ScoreInput, LLMJudgeSource) for in-process use by agent frameworks.

skillguard-cli

Last released

Security scanner for third-party AI agent-skill files: SKILL.md manifests, hooks, and bundled scripts.

auditreach-cli

Last released

Official-API-only, BYOK CLI for researching Reddit and YouTube with your own API keys and a tamper-evident, hash-chained audit log. Includes an MCP server for agent-native use.

ownvoice-cli

Last released

Train a LoRA voice adapter for pocket-tts and keep the result on your own disk, not an API subscription.

agent-regress-cli

Last released

Statistical regression testing for LLM agents. Get a p-value on whether behavior actually shifted between versions, not just whether one run looked different. Apache 2.0, self-hostable, no SaaS dependency -- a Promptfoo alternative for the statistical testing gap threshold-based eval tools don't cover.

shimguard-cli

Last released

Verify that a GitHub issue closed as "fixed" actually has a merged fix. Catches security issues marked fixed whose PR was never merged.

agenticworkspace-cli

Last released

CLI that converts any repo into an agent-ready workspace: detects your stack, scaffolds progressive context and session handoffs, installs a real Claude Code adapter. Extensible plugin architecture for memory backends and coding-agent adapters.

toolgovern-cli

Last released

Runtime governance middleware for AI agent tool calls -- gate shell, filesystem, network, and credential access before a tool executes.

workspaceguard-cli

Last released

Per-workspace usage metering and fail-closed quota caps for shared self-hosted AI assistant deployments (Odysseus and compatible backends). Genuine independent Python port with the same CLI and --json shapes as the npm package.

evolveguard-cli

Last released

Regression-testing CI gate for self-edited Claude Agent Skills (SKILL.md, MEMORY.md): golden-transcript record/replay against a skill's own declared and inferred capability surface, zero hosted infrastructure.

taskswarm-cli

Last released

Self-hosted event server that pushes a notification the instant a parallel coding-agent session blocks, needs review, fails, or finishes.

truesignal-cli

Last released

Provenance-first OSINT/security intelligence feed CLI. Every item ships a real source URL, a real timestamp, and an explicit live/fallback flag -- never a fabricated or silently-replayed data point.

graphkeeper-cli

Last released

Local-first CLI that mines git history for file-level co-change patterns and builds a queryable knowledge graph for AI coding agents, with optional enrichment from graphify's symbol/call-graph output when it is installed.

tokentrust-cli

Last released

Vendor-neutral CLI and MCP server that verifies the token and cost savings AI-coding-agent context-reduction proxies (rtk, headroom) actually deliver, measured against a real 23-task labeled corpus with a local tokenizer instead of the proxy's own claimed number.

memtrust-cli

Last released

Independent, reproducible benchmark harness for agent-memory backends (MemPalace, Mem0, Zep/Graphiti, OpenViking): runs LongMemEval, LoCoMo, contradiction-detection, and a dozen other evals against all four and publishes the raw logs, not vendor-curated numbers.

inferbench-cli

Last released

Vendor-neutral local-LLM-inference benchmark and hardware-config advisor for omlx and llama.cpp -- measures real tokens/second on your own hardware, live.

teamspend-cli

Last released

Compare AI coding tool spend before and after a migration -- Cursor, Claude Code, GitHub Copilot, OpenCode, and Codex CLI, real numbers pulled from each vendor's own API or local logs, one command, zero runtime dependencies.

tenantguard-cli

Last released

PyPI wrapper for TenantGuard, a tenant-isolation security-audit CLI for self-hosted multi-tenant AI-agent platforms. Downloads and runs the official prebuilt Go binary from GitHub Releases, Sigstore-verified on first run.

agent-observability-trace-cli

Last released

AI agent observability with deterministic record/replay — capture any LangGraph or OpenAI Agents SDK run, replay it offline at zero API cost.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page