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 skills add 3062-in-zamud/knowledgine --skill sdd-analyzegit clone --depth 1 https://github.com/3062-in-zamud/knowledgineWrote 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/3062-in-zamud/knowledgine/sdd-analyze)<a href="https://agentmods.dev/skills/3062-in-zamud/knowledgine/sdd-analyze"><img src="https://agentmods.dev/badge/skills/3062-in-zamud/knowledgine/sdd-analyze/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.
<a href="https://agentmods.dev/skills/3062-in-zamud/knowledgine/sdd-analyze"><img src="https://agentmods.dev/badge/skills/3062-in-zamud/knowledgine/sdd-analyze.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00042 | $0.00531 |
| Opus 5 | $0.00021 | $0.00266 |
| Sonnet 5 | $0.00008 | $0.00106 |
| Haiku 4.5 | $0.00004 | $0.00053 |
Grade A, and why
sdd-analyze 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 12d 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 — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.
sdd-analyze
Purpose
Provide the technical context needed to write accurate design.md files. Instead of guessing
about existing patterns, this skill surveys the actual codebase.
When to Use
- Before writing
design.mdfor a new spec - When unsure how a feature fits into the existing architecture
- To understand dependencies and impact of proposed changes
Arguments
$ARGUMENTS: Package name(s) or directory path(s) to analyze- Examples:
core,cli mcp-server,packages/core/src/search/
- Examples:
Step-by-Step Instructions
-
Identify target packages/directories from arguments or from
requirements.mdAffected Packages -
Scan architecture:
- Read main entry points (
src/index.ts) - Identify exported types, interfaces, classes
- Map the module dependency graph within the package
- Note design patterns used (factory, strategy, plugin, etc.)
- Read main entry points (
-
Extract public APIs:
- List all exported functions, classes, interfaces with their signatures
- Note which are used by other packages (cross-package dependencies)
-
Check test coverage:
- Run
pnpm test:coveragefor the target package if practical - Or scan
tests/directory to understand what's tested - Identify gaps in coverage
- Run
-
Check for related knowledge:
- Use
knowledgine-recallto find past decisions about these areas - Note any gotchas or patterns from past work
- Use
-
Output a structured report:
## Analysis: {package/directory}
### Architecture Pattern
{description of patterns found}
### Public API Surface
| Export | Type | Used by |
| ------ | ---- | ------- |
| ... | ... | ... |
### Internal Dependencies
{module dependency graph}
### Test Coverage
{current coverage for affected areas}
### Related Knowledge
{past decisions, gotchas from knowledgine-recall}
### Recommendations for Design
{suggestions for how new feature should integrate}
Reference Files
- Package entry points:
packages/*/src/index.ts - Build config:
packages/*/tsconfig.build.json - Test directories:
packages/*/tests/
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.
- 12d ago First seen · 87 lines · 42 tokens per session scan A db55070b67d6
sdd-analyze is a skill published in the GitHub repository 3062-in-zamud/knowledgine (3 stars, last pushed 1mo ago), licensed MIT. It adds 42 tokens to every session and 531 once invoked, about $0.0002 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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