prospect

prospect is a skill for Claude Code, Codex from mikeprasad/aria-knowledge. It costs 152 tokens per session (12,401 once invoked), scanned A, original, no licence file.

A planning review that examines a proposed approach for risks before work begins. A pre-mortem imagines that a plan failed, then looks for reasons and evidence that could change the decision.

In plain words
What is it for?
Use it to review plans step by step, research uncertain claims, identify simpler options, and decide whether to proceed, reduce, split, postpone, or stop the work.
Why use it?
It helps catch unsafe assumptions, unnecessary complexity, and weak evidence before time is spent executing the plan.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to review plans step by step, research uncertain claims, identify simpler options, and decide whether to proceed, reduce, split, postpone, or stop the work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mikeprasad/aria-knowledge/prospect
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add mikeprasad/aria-knowledge --skill prospect
Clone the repo
git clone --depth 1 https://github.com/mikeprasad/aria-knowledge

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for prospect

README.md
[![agentmods](https://agentmods.dev/badge/skills/mikeprasad/aria-knowledge/prospect/github.svg)](https://agentmods.dev/skills/mikeprasad/aria-knowledge/prospect)
Your own site
<a href="https://agentmods.dev/skills/mikeprasad/aria-knowledge/prospect"><img src="https://agentmods.dev/badge/skills/mikeprasad/aria-knowledge/prospect/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for prospect

Your own site · 80×15
<a href="https://agentmods.dev/skills/mikeprasad/aria-knowledge/prospect"><img src="https://agentmods.dev/badge/skills/mikeprasad/aria-knowledge/prospect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 152 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 12,401 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00152 $0.12401
Opus 5.5 $0.00061 $0.04960
Sonnet 5.5 $0.00030 $0.02480
Haiku 4.5 $0.00015 $0.01240

Measured 6d ago against content hash f9d1c8232b29, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

prospect scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

| **AUTO-SOURCEABLE** | The skill can answer it itself with available tools | Codebase reads (Read/Grep/Glob), git log/diff/blame, public web docs (WebFetch/WebSearch), Bash probes (curl, gh, grep on logs), MCP queries t
plugin-antigravity/skills/prospect/SKILL.md · 620 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago Changed · +2 lines f9d1c8232b29
  2. 1mo ago Changed 54e33fcf5a0b
  3. 1mo ago First seen · 618 lines · 152 tokens per session scan A 34ba49b95f3e

Subscribe to this mod's changes

prospect is a skill published in the GitHub repository mikeprasad/aria-knowledge (17 stars, last pushed 2d ago), with no licence file. It adds 152 tokens to every session and 12,401 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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