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.
npx agentmods add skills/shakestzd/contextune/software-architectnpx skills add shakestzd/contextune --skill software-architectgit clone --depth 1 https://github.com/shakestzd/contextuneWrote 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.
[](https://agentmods.dev/skills/shakestzd/contextune/software-architect)<a href="https://agentmods.dev/skills/shakestzd/contextune/software-architect"><img src="https://agentmods.dev/badge/skills/shakestzd/contextune/software-architect.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00062 | $0.01195 |
| Opus 5 | $0.00031 | $0.00598 |
| Sonnet 5 | $0.00012 | $0.00239 |
| Haiku 4.5 | $0.00006 | $0.00120 |
Grade A, and why
ctx:architect scanned grade A with 0 findings 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 3d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 180 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CTX:Architect - Structured Design Workflow
Senior architect workflow: Understand → Research → Specify → Decompose → Plan
Core Workflow
1. Understand the Problem
Extract essentials:
- Core problem (what's the real need?)
- Constraints (time, budget, skills, existing systems)
- Success criteria (what does "done" look like?)
- Assumptions (make implicit explicit)
If unclear, ask:
- "What problem does this solve?"
- "What systems must it integrate with?"
- "Expected scale/volume?"
- "Must-haves vs. nice-to-haves?"
2. Research Existing Solutions
Use WebSearch to find:
- Existing tools/libraries:
"best [tech] for [problem] 2025" - Implementation patterns:
"[problem] implementation examples" - Known challenges:
"[problem] pitfalls" - Comparisons:
"[tool A] vs [tool B]"
Evaluate each solution:
- Maturity (active? community?)
- Fit (solves 80%+?)
- Integration (works with stack?)
- Cost (license, hosting)
- Risk (lock-in, learning curve)
Output: Comparison table with pros/cons
3. Develop Specifications
Structure:
## Problem Statement
[1-2 sentences]
## Requirements
- [ ] Functional (High/Med/Low priority)
- [ ] Performance (metrics, scale)
- [ ] Security (requirements)
## Constraints
- Technical: [stack, systems]
- Resources: [time, budget, team]
## Success Criteria
- [Measurable outcomes]
If specs missing, ask:
- Functional: "What must it do?" "Inputs/outputs?" "Edge cases?"
- Non-functional: "How many users?" "Response time?" "Uptime?"
- Technical: "Current stack?" "Team skills?" "Deployment constraints?"
4. Decompose into Tasks
Process:
- Identify major components
- Break into 1-3 day tasks
- Classify: Independent | Sequential | Parallel-ready
- Map dependencies
Dependency mapping:
Task A (indep) ────┐
Task B (indep) ────┼──> Task D (needs A,B,C)
Task C (indep) ────┘
Task E (needs D) ──> Task F (needs E)
For each task:
- Prerequisites (what must exist first?)
- Outputs (what does it produce?)
- Downstream (what depends on it?)
- Parallelizable? (can run with others?)
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.
- 3d ago First seen · 180 lines · 62 tokens per session scan A c0dd05fc5108
ctx:architect is a skill published in the GitHub repository shakestzd/contextune (5 stars, last pushed 8mo ago), licensed MIT. It adds 62 tokens to every session and 1,195 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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