Concisr — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Concisr (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Token compression for AI contexts. Reduce token consumption by compressing conversation exchanges before they enter the LLM context window.
Deterministic, embedding-free compression. No external APIs, no GPU required.
Every token costs money. Most conversation context is filler — greetings, hedges, repeated data, verbose JSON. Concisr strips that noise before it hits the model, so you fit more signal into fewer tokens.
| Tool | Purpose | Compression |
|---|---|---|
digest_input | Strip incoming messages to essential signal | ~25-95% depending on mode |
compress_response | Compress outgoing responses with sentence truncation | Preserves voice and meaning |
cache_reference | Gzip-compressed key-value store with TTL expiry | Store large text, retrieve on demand |
session_stats | Real-time token savings dashboard | Track ROI across sessions |
| Mode | Level | Strategy |
|---|---|---|
checkin | ~25% | Extract structured metrics (pain, sleep, energy, food, weight, stress) |
task | ~50% | Strip filler words, greetings, hedges |
casual | ~75% | Light structural compression |
narrative | ~95% | Preserve detail with minimal trimming |
Content-type detection automatically applies JSON crushing, code comment stripping, or prose pass-through.
# Install via pip
pip install concisr
# Run locally
concisrOr add to your MCP client config:
{
"mcpServers": {
"concisr": {
"url": "https://concisr.mcpize.run/mcp"
}
}
}Live on MCPize — Free tier (500 req/mo) and Pro ($50/mo unlimited).
~/.concisr/cache.db (SQLite, gzip-compressed blobs)~/.concisr/stats.json (persistent across sessions)Eric Ian Rodriguez
MIT
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.