Madhan S

Madhan S

@Madhan230205
India
Skills
1
Agents
4
Collections
1
Installs
0

Most Used Tags

token-reduction(2)summarization(2)communication(2)context-compression(2)context-optimization(1)embeddings(1)retrieval(1)ranking(1)

Published Resources

token-reducer

By Shared Context·
token-reductioncontext-optimizationembeddings
0

Reduce context bloat and lower token usage efficiently.

hybrid-retriever

By Shared Context·
retrievalrankingfts
0

Efficiently retrieves relevant information using a hybrid approach with FTS and BM25 ranking.

Token Reducer

By Shared Context·
token-reductioncontext-compressioncode-optimization
0

Reduce Claude API costs by over 90% with intelligent context compression.

context-compressor

By Shared Context·
context-compressionsummarizationcitation
0

Compresses retrieval chunks into concise, citation-rich summaries while reducing token usage.

se-ops-delegate

By Shared Context·
software-engineeringdelegationautomation
0

Orchestrates software engineering tasks by delegating to specialized subagents for efficient operations.

noise-chunker

By Shared Context·
data-preprocessingtext-analysisindexing
0

Efficiently preprocess large datasets by removing noise and creating optimized chunks for indexing.