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SKILL verified MIT Self-run

Low Token Context

skill-arnie016-codex-prompt-templates-low-token-context · by Arnie016

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Install

$ agentstack add skill-arnie016-codex-prompt-templates-low-token-context

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

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[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-arnie016-codex-prompt-templates-low-token-context)

Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
4mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
Are you the author of Low Token Context? Claim this listing to set pricing, connect Stripe payouts, and keep 70% of every sale.
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About

Low-Token Context

Goal: get enough evidence to act without loading the whole project.

Workflow

  1. Run a compact repo snapshot when the repo is unfamiliar:

scripts/repo_snapshot.sh .

  1. Estimate heavy files before reading broadly:

scripts/token_budget.sh .

  1. Search first with rg, git diff, package manifests, and exact symbols.
  2. Read only the files needed to state:
  • edit surface
  • invariants
  • verification command
  • known risks
  1. Write or update a small task brief if the work will continue across turns.

Task Brief Contract

# Task Brief
## Goal
## Relevant Files
## Current Behavior
## Required Change
## Constraints
## Verification
## Open Risks

Stop Rules

  • Stop exploring once new files are repeating facts.
  • Summarize command output instead of pasting logs.
  • Store durable project facts in markdown memory; do not repeat them in every prompt.
  • For codebase graph tools, request exact symbols or files rather than broad "explain everything" queries.

Read references/low-token-patterns.md for budgets and anti-patterns.

Validation

  • Context includes the goal, edit surface, constraints, verification, and risks.
  • Large logs or broad file reads are summarized instead of pasted.
  • Durable facts are written to memory/wiki only when they will help future sessions.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.