contextpilot-savings

contextpilot-savings is a Context window & token budget skill for AI agents, published by EfficientContext in the ContextPilot repository on GitHub. Skillspace rates contextpilot-savings C (77/100) and it passed the safety scan; the rating is based on static analysis only.

Use when a user asks how many tokens (or how much context/cost) ContextPilot has saved, or wants a ContextPilot savings status/summary inside Hermes Agent — e.g. "how much did ContextPilot save?", "show ContextPilot token savings", "ContextPilot status", "savings in the last 24h / all time", or "give me the raw savings JSON". This skill runs the metadata-only `scripts/contextpilot_savings.py` reporter and summarizes its output in plain language. It is read-only and observe-only — it never changes ContextPilot code or config, never enables routing/dropping/summarization, never creates cron jobs, branches, or pull requests, and never reads conversation messages, tool outputs, system prompts, reasoning, or raw session ids.

Grade
C
Quality
77 / 100
Safety
Passed
GitHub stars
122

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubEfficientContext/ContextPilot

Our review

Architecture
100 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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