GitHub Repo Briefing
codebase-memory-mcp
A local MCP server that builds code intelligence from Tree-sitter parsing and a graph, with a static binary and support for many programming languages.
A first test
Install the binary and index a small repository. Ask for a symbol definition and callers, compare both with the source, and check the MCP client permissions before enabling edits.
headroom
A library, proxy, and MCP server that compresses tool output, logs, files, and retrieval chunks before they reach an LLM.
A first test
Run it on a captured tool response and compare the original and compressed text. Measure whether key fields survive, then add a regression test before using it in an agent loop.
Agent-Reach
A command-line skill that gives agents access to web pages and services such as X, Reddit, YouTube, GitHub, Bilibili, and Xiaohongshu through fallback backends.
A first test
Install it and fetch one public post from one supported service. Check the returned URL, timestamp, and text against the source before using it in a report.
iptv
A community-maintained collection of public IPTV channel playlists, grouped by country, language, and category.
A first test
Open the supplied M3U URL in a test player and check one channel's source and licence. Remove unavailable or unauthorised streams before sharing a playlist.
SkillSpector
A security scanner for agent skills that checks for prompt injection, data exfiltration, unsafe commands, and supply-chain risks before installation.
A first test
Install it with uv tool install and scan one skill directory. Read each finding, reproduce the flagged path, and block the skill until its network and file actions are understood.
iroh
A Rust networking library for encrypted QUIC connections and NAT traversal that lets peers dial by public key instead of a fixed address.
A first test
Run the echo example on two local processes. Record the public keys and connection path, then test a blocked-network case before exposing a service to the Internet.
agent-skills
A pack of 24 workflow skills for definition, planning, implementation, testing, review, performance, simplification, and release work in coding agents.
A first test
Install the pack with npx skills add addyosmani/agent-skills. In one real repo, run /spec, /plan, and /test on a small change, then keep it if the outputs provide useful evidence.
system_prompts_leaks
A reference corpus of collected system-prompt files from several AI products and agents. It is useful for comparing instruction layers, but the files are not official guarantees.
A first test
Read one prompt as a text sample and label its source and date. Compare its rules with the product's public documentation, and do not copy private or product-specific text into a deployed system.
timesfm
A pretrained time-series forecasting model and Python package for predicting future values from historical time-series data.
A first test
Install the package and forecast a small, dated dataset with a held-out period. Compare the result with a seasonal baseline and record the horizon and input frequency.
pm-skills
A set of product-management skills and commands for discovery, strategy, planning, execution, launch, and growth workflows.
A first test
Install one skill and apply it to a real but low-risk feature. Compare its problem statement, acceptance criteria, and launch checks with your existing brief before adopting more commands.
meshery
A cloud-native management platform for designing, operating, and visualising Kubernetes and other multi-cluster infrastructure with GitOps workflows.
A first test
Run it against a local Kubernetes cluster and import one non-production workload. Check the generated manifest and access scope before connecting a shared cluster.
swc
A Rust-based compiler toolkit for parsing, transforming, and compiling JavaScript and TypeScript, with libraries and tools for high-speed builds.
A first test
Build one example transform and compare its output with the source test. Run the project's test command before replacing a compiler in an existing build pipeline.