aid-tech-spec
AID Phase 2 - Technical Specification. Use for system architecture, API contracts, data models, security architecture, transitioning from PRD to implementation.
Install / Use
npx skills add ilandahan/AID --skill aid-tech-specInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
SecuritySupported Platforms
Our assessment of aid-tech-spec
aid-tech-spec scores 64/100 on our quality scale, 1021st of 1,063 Security skills we index.
Its SKILL.md is 2.6 KB long, well organised into 27 sections with 3 code examples: a solid amount of guidance for an agent.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- We could not determine when the repository was last updated.
- Our last check on 2026-09-24 found the source still online.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 68/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
aid-tech-spec compared with similar skills
All 4 of these similar skills score higher than aid-tech-spec; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aid-tech-spec (this skill)by ilandahan | 64 | 0 | — | SKILL.md |
| Agent-Reachby Panniantong | 100 | 89.5k | 18d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.3k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 85.4k | today | MCP Server |
| crawl4aiby unclecode | 100 | 84.7k | 8d ago | MCP Server |
Frequently asked questions
- How do I install aid-tech-spec?
- Run
npx skills add ilandahan/AID --skill aid-tech-spec. The install tabs above show the steps for each supported agent. - Which AI agents does aid-tech-spec work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is aid-tech-spec safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 68/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is aid-tech-spec still maintained?
- We could not determine when the repository was last updated.
Skill content
View source on GitHubname: aid-tech-spec description: AID Phase 2 - Technical Specification. Use for system architecture, API contracts, data models, security architecture, transitioning from PRD to implementation.
Tech Spec Phase Skill
Purpose: design the technical solution - a blueprint developers follow without ambiguity.
Entry: PRD approved, requirements clear, dependencies identified. Exit: tech spec complete, architecture documented, API contracts defined, data models specified.
Deliverables
- Tech Spec Document - Implementation-ready design
- Architecture Diagram - Components and interactions
- API Contracts - Endpoints, schemas, errors
- Data Models - Schemas, types, constraints
Common Pitfalls
| Pitfall | Fix | |---|---| | Over-engineering | Design for current needs | | Missing error handling | Define errors upfront | | Tight coupling | Design for testability | | Ignoring non-functionals | Address performance, security | | Unclear contracts | APIs unambiguous with examples |
Phase Gate Checklist
- [ ] Tech spec complete
- [ ] Architecture diagram created
- [ ] All API contracts defined
- [ ] Data models specified
- [ ] Error handling strategy defined
- [ ] Security considerations addressed
- [ ] Performance requirements addressed
- [ ] Tech lead approved
Tech Spec Template
Emit these 8 sections, in this order, with these exact headings:
# [Feature] Technical Specification
## 1. Overview
### Problem Summary
### Proposed Solution
### Key Decisions
| Decision | Choice | Rationale |
## 2. Architecture
### System Diagram
[Mermaid or image]
### Component Breakdown
| Component | Responsibility | Dependencies |
### Data Flow
## 3. API Design
### POST /api/[resource]
**Request:**
```json
{ "field": "type" }
```
**Response (200):**
```json
{ "id": "string" }
```
**Errors:**
| Code | Error | Description |
## 4. Data Model
### Entity: [Name]
| Field | Type | Constraints | Description |
## 5. Security
### Authentication
### Authorization
### Data Protection
## 6. Error Handling
| Scenario | Response | Recovery |
## 7. Non-Functional Requirements
| Requirement | Target | Measurement |
## 8. Risks & Mitigations
| Risk | Impact | Mitigation |
Role Guidance
| Role | Focus | |---|---| | PM | Validate approach addresses requirements | | Dev | Own spec, design for testability | | QA | Review testability, integration points | | Tech Lead | Review architecture, approve direction |
Handoff to Implementation
- Approved tech spec
- API contracts
- Data models
- Architecture decisions with rationale
- Spike/POC results (if any)
Save to: docs/tech-spec/YYYY-MM-DD-[feature].md
Related Skills
Agent-Reach
89.5kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
headroom
74.3kCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Scrapling
85.4k🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
crawl4ai
84.7kOpen-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
