Atlas / Skills / hoangnguyen0403 / Common Context Optimization

Common Context OptimizationSAFE

skills/hoangnguyen0403/common-context-optimization

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
575
01

Overview

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Read from source at commit 6f5be687a268OBSERVED · 2026-10-14
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: common-context-optimization
description: Manage context and prompt-cache costs without losing task state. Use for context management, orchestration cost, token budgets, large tool outputs, cache misses, or long-running conversations.
metadata:
  triggers:
    files:
      - "*.log"
      - "chat-history.json"
    keywords:
      - reduce tokens
      - optimize context
      - summarize history
      - clear output
      - context management
      - prompt-cache
      - prompt caching
      - orchestration cost
---

## **Priority: P1 (HIGH)**

## Workflow

1. **Inspect** host capabilities; do not assume agents can rewrite history, prompts, or memory.
2. **Project outputs** after consuming them: retain decisions, evidence, errors, and required values; point to complete logs/artifacts by stable reference.
3. **Bound context** at host-supported boundaries. Carry goal, active slice, authority, decisions, blockers, evidence links, and next action; preserve a stable append-only prefix where supported.
4. **Compact** only when useful and supported. Keep required details retrievable; never discard source evidence or rely on a fixed turn/token threshold.
5. **Measure** cache reads, replayed input, and total actor cost across the whole task. Separate observed usage from estimates; no invoice, savings, or efficacy claims without evidence.

## Anti-Patterns

- **No history rewrite assumption**: Project outputs or create artifact references; use only host-supported controls.
- **No fixed threshold**: Compact from observed context pressure and task needs, not a universal turn/token count.
- **No evidence deletion**: Keep stable references to source outputs, decisions, and verification.
- **No partial cost claim**: Include cache reads, replay, and total actor cost; label estimates.

## References

- [Compaction](references/compaction.md)
- [Masking and output projection](references/masking.md)
- [Implementation and cost measurement](references/implementation.md)
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha 6f5be687a268full audit observations/trust-audit/skill/hoangnguyen0403__common-context-optimization.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-146f5be687a268SAFEB89first audit
05

Questions

What does the Common Context Optimization skill do?

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Is Common Context Optimization safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Common Context Optimization access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (6f5be687a268), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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