analyze-project

analyze-project is a skill for Claude Code from jrjsmrtn/project-orchestration-skills. It costs 43 tokens per session (4,928 once invoked), scanned A, original, MIT.

A structured way to assess a new project, major feature, or possible pivot by examining stakeholders, the problem, existing options, risks, and missing knowledge.

In plain words
What is it for?
Use it during project inception, feature evaluation, project bootstrapping, or reassessment of an existing direction.
Why use it?
It helps reveal unclear goals, constraints, risks, and unanswered questions before development begins.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the project-orchestration-skills plugin — 13 skills shipped together

Good fit Use it during project inception, feature evaluation, project bootstrapping, or reassessment of an existing direction.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jrjsmrtn/project-orchestration-skills/analyze-project
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 jrjsmrtn/project-orchestration-skills --skill analyze-project
Clone the repo
git clone --depth 1 https://github.com/jrjsmrtn/project-orchestration-skills

Made for: Claude Code.

Or install project-orchestration-skills, the plugin that ships this one along with the rest of its 13 skills.

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 analyze-project

README.md
[![agentmods](https://agentmods.dev/badge/skills/jrjsmrtn/project-orchestration-skills/analyze-project/github.svg)](https://agentmods.dev/skills/jrjsmrtn/project-orchestration-skills/analyze-project)
Your own site
<a href="https://agentmods.dev/skills/jrjsmrtn/project-orchestration-skills/analyze-project"><img src="https://agentmods.dev/badge/skills/jrjsmrtn/project-orchestration-skills/analyze-project/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 analyze-project

Your own site · 80×15
<a href="https://agentmods.dev/skills/jrjsmrtn/project-orchestration-skills/analyze-project"><img src="https://agentmods.dev/badge/skills/jrjsmrtn/project-orchestration-skills/analyze-project.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,928 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Memory Poisoning · line 134
    Skill manipulates agent memory, state, or stored context. Memory corruption can alter personality, override safety rules, or cause unpredictable behavior.
    Fix: Protect agent memory and state from modification by untrusted content. Use read-only memory for critical instructions and validate all state changes.
How audits are shown
Origin original 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 $0.00043 $0.04928
Opus 5 $0.00022 $0.02464
Sonnet 5 $0.00009 $0.00986
Haiku 4.5 $0.00004 $0.00493

Measured 11d ago against content hash 1513a8200fbe, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

analyze-project 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 11d 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.

| The **security / reporting** page | curl — disclosure is mandatory for AI-found vulnerabilities |
skills/analyze-project/SKILL.md · 469 lines

How it starts

The opening of the file, as written. The whole thing — 469 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SPARK Analysis

Conduct SPARK methodology analysis for new project inception.

When to Use

  • At the very beginning of a new project
  • When evaluating a significant new feature or system
  • Before running bootstrap-project to validate project viability
  • When pivoting or reassessing an existing project

What is SPARK?

SPARK is a structured inception methodology for validating project viability:

  • Stakeholders: Who is affected and who has influence?
  • Problem: What problem are we solving? What's the scope?
  • Analysis: What exists? What are the options? What are the constraints?
  • Risks: What could go wrong? How do we mitigate?
  • Knowledge: What do we know? What gaps exist?

Alternative Interpretation: Some practitioners use SPARK as: Situation, Proposal, Agreement, Resources, Kickers. This variant focuses more on proposal-driven inception where the situation is assessed, a proposal is made, agreement is sought, resources are identified, and potential "kickers" (deal-breakers or critical success factors) are surfaced early. Choose the interpretation that best fits your project context.

Required Inputs

  1. Project idea/concept (initial description)
  2. Context (why now? what triggered this?)
  3. Initial stakeholder list (who asked for this?)
  4. Time constraints (deadline pressures?)
  5. Budget/resource constraints (if known)

Workflow

Phase 1: Stakeholder Analysis

Identify and analyze all stakeholders:

## Stakeholders

### Primary Stakeholders (Direct Users)

| Stakeholder | Role | Needs | Influence | Engagement |
|-------------|------|-------|-----------|------------|
| [Name/Role] | [What they do] | [What they need] | High/Med/Low | [How to engage] |

### Secondary Stakeholders (Indirect Impact)

| Stakeholder | Interest | Impact | Communication |
|-------------|----------|--------|---------------|
| [Name/Role] | [Their interest] | [How affected] | [How to inform] |

### Key Questions to Answer
- Who will use this system daily?
- Who will maintain/operate it?
- Who funds/sponsors it?
- Who could block or derail the project?
- Who has domain expertise we need?

Read the full file on GitHub · 469 lines

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. 11d ago First seen · 469 lines · 43 tokens per session scan A 1513a8200fbe

Subscribe to this mod's changes

analyze-project is a skill published in the GitHub repository jrjsmrtn/project-orchestration-skills (15 stars, last pushed 7d ago), licensed MIT. It adds 43 tokens to every session and 4,928 once invoked, about $0.0002 per session on Opus 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.