Borrowing it
Nothing to install: this file belongs to shyamsridhar123/agentsmith-cli. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/shyamsridhar123/agentsmith-cli/main/.github/skills/agent-assimilation-pipeline/SKILL.mdgit clone --depth 1 https://github.com/shyamsridhar123/agentsmith-cliWrote 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/shyamsridhar123/agentsmith-cli/agent-assimilation-pipeline)<a href="https://agentmods.dev/skills/shyamsridhar123/agentsmith-cli/agent-assimilation-pipeline"><img src="https://agentmods.dev/badge/skills/shyamsridhar123/agentsmith-cli/agent-assimilation-pipeline/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/shyamsridhar123/agentsmith-cli/agent-assimilation-pipeline"><img src="https://agentmods.dev/badge/skills/shyamsridhar123/agentsmith-cli/agent-assimilation-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00029 | $0.00196 |
| Opus 5 | $0.00015 | $0.00098 |
| Sonnet 5 | $0.00006 | $0.00039 |
| Haiku 4.5 | $0.00003 | $0.00020 |
Grade A, and why
agent-assimilation-pipeline 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 10d 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.
What it actually says
Agent Assimilation Pipeline
Orchestrate scan, analyze, generate, registry build, and hook execution with dry-run/verbose modes.
When to Use
Use this skill when:
- Working with code in
src\commands\assimilate.ts/ - User mentions "assimilate"
- User mentions "analyze"
- User mentions "generate"
- User mentions "registry"
- User mentions "hooks"
Patterns
- phased pipeline: Scan → Analyze → Generate → Registry → Hooks
- output path selection for remote vs local targets
- Copilot SDK analysis integration boundary
- summary and cleanup of temporary clones
Examples
const analysisResult = await analyzer.analyze(scanResult);
Category
architecture - Structural patterns and system design
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.
- 10d ago First seen · 37 lines · 29 tokens per session scan A 2fa000231b69
agent-assimilation-pipeline is a skill published in the GitHub repository shyamsridhar123/agentsmith-cli (16 stars, last pushed 11d ago), licensed MIT. It adds 29 tokens to every session and 196 once invoked, about $0.0001 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 2026-08-30.
Other skills, from other repositories
rework-rate
Measure and interpret PR rework rate — the emerging 5th DORA metric.
My Skill
Content here.
task-generation
Reference material with the canonical task-format grammar and decomposition rules for plan-to-tasks expansion. Loaded on demand by generate-tasks; not directly invokable.
implementation-standards
Reference material with coding standards (defensive coding, error handling, testing patterns). Loaded on demand by the Developer sub-agent (.github/agents/developer.md); not directly invokable.
spec-authoring
Reference material for writing product, technical, and operational specifications (work-item priorities, requirement families, success criteria). Loaded on demand by specify-feature; not directly invokable.
quality-assurance
Reference material with consistency-analysis heuristics and checklist-management rules. Loaded on demand by analyze-compliance and quality-control; not directly invokable.