10 actions in 8 pieces of software · ranked by words, meaning and measured trust · 662 ms

1. 1context-compressionverified and signedpassport

   skillsickn33/agentic-awesome-skillsrecord

   • context-compression

     When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request.

2. 2context-compressionverified and signedpassport

   skillsickn33/antigravity-awesome-skillsrecord

   • context-compression

     Design and evaluate compression strategies for long-running sessions

3. 3context-compressionverified and signedpassport

   skillmuratcankoylan/Agent-Skills-for-Context-Engineeringrecord

   • context-compression

     This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding context limits.

4. 4context-optimizationverified and signedpassport

   skillsickn33/agentic-awesome-skillsrecord

   • context-optimization

     Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is not to magically increase context windows but to make better use of available capacity.

5. 5context-compressorfound in code, not yet checkedno passport yet

   MCP serverangrysky56/context-compressor

   • compress_text

     Compress inline text without requiring a file on disk.

   • compress_pages

     Compress one or more wiki pages / carryover files into latent chunk summaries.

   • compression_stats

     Global compression statistics.

6. 6context-architectfound in code, not yet checkedno passport yet
   • context_compress_output

     Compresses noisy tool output: collapses test logs, minimalizes git diffs, or condenses file trees.

7. 7context-scope-packfound in code, not yet checkedno passport yet

   MCP serverzach-source/context-scope-pack

   • compress

     Compress text using the SCOPE algorithm.

8. 8mcp-context-managerfound in code, not yet checkedno passport yet
   • compress_context

     Compress the context by keeping high-importance and recent messages. target_ratio = how much of the original to keep (0.3 – 0.6 recommended). Returns tokens saved and a short summary of what was dropped.