context compression commands

18 tagged context compression, measured the same way as everything else here.

Browse within: Cost Optimization 8ai-infrastructure 8ai-collaboration 6symb-mem 6symbeyond 6

token-reducer

01

Madhan230205/token-reducer

Command

Build a compact context packet with preprocess, BM25-ranked FTS retrieval, adaptive vector fallback, reranked top-K chunks (default 3 from settings), relevance-floor filtering, and compression.

44 4mo ago A 38 tokens original MIT

distil-certify

02

dshakes/distil

Command

Trajectory-level certificate — bound how many solvable tasks compression may cost.

16 2d ago A 13 tokens

distil-onboard

03

dshakes/distil

Command

Intelligently onboard the user onto distil — assess their setup, then set up and guide with judgment.

16 2d ago A 21 tokens

distil-shadow

04

dshakes/distil

Command

Decision-equivalence report — did compression preserve your agent's next action?

16 2d ago A 14 tokens

symb-compress

05

SYMBEYOND/SYMB-Mem

Command

Manually trigger SYMB compression on the current session. Extracts the 5 signal types — Resolved, Decided, Abandoned, Pattern, Next — and writes a .symb file. Use at any point to checkpoint a session.

3 2mo ago A 54 tokens

symb-patterns

06

SYMBEYOND/SYMB-Mem

Command

Show all cross-session patterns detected for the current project. Patterns are concepts that have appeared in 3 or more sessions — they signal architectural issues, recurring challenges, or emerging themes worth conscious attention.

3 2mo ago A 44 tokens

symb-search

07

SYMBEYOND/SYMB-Mem

Command

Search across all SYMB session history for a concept, decision, or problem. Returns sessions where the term appears in tags or content. Use when you think "we dealt with this before" but can't remember when.

3 2mo ago A 47 tokens

sc-detail

08

kitepon/Throughline

Command Claude Code

A command for restoring saved Throughline conversation turns by time. Throughline is a session-memory system that stores conversation text and tool activity in a local database.

2 2d ago A 31 tokens original MIT

tl

09

kitepon/Throughline

Command Claude Code

A command that marks a Throughline session for handoff to a new session. Throughline uses the saved session ID to bring selected memory into the next chat or editor session.

2 2d ago A 32 tokens original MIT