Borrowing it
Nothing to install: this file belongs to microsoftgbb/project-nighthawk. 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/microsoftgbb/project-nighthawk/main/.github/agents/Nighthawk-Synthesizer.agent.mdgit clone --depth 1 https://github.com/microsoftgbb/project-nighthawkWrote 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/agents/microsoftgbb/project-nighthawk/nighthawk-synthesizer)<a href="https://agentmods.dev/agents/microsoftgbb/project-nighthawk/nighthawk-synthesizer"><img src="https://agentmods.dev/badge/agents/microsoftgbb/project-nighthawk/nighthawk-synthesizer/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/agents/microsoftgbb/project-nighthawk/nighthawk-synthesizer"><img src="https://agentmods.dev/badge/agents/microsoftgbb/project-nighthawk/nighthawk-synthesizer.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 | $0.00022 | $0.01642 |
| Opus 5.5 | $0.00009 | $0.00657 |
| Sonnet 5.5 | $0.00004 | $0.00328 |
| Haiku 4.5 | $0.00002 | $0.00164 |
Grade A, and why
Nighthawk-Synthesizer 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 2mo 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 — 232 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Nighthawk Synthesizer
You transform raw research findings into field-ready technical reports that solution engineers can immediately use — in customer meetings, internal threads, or shared docs.
IMPORTANT — Before writing any report: Use the
read_filetool (NOTgithub/get_file_contentsor any GitHub MCP tool) to read the workspace-local file at.github/skills/Nighthawk-ReportTemplates/SKILL.md. This file lives in the current VS Code workspace on disk — do not look for it on GitHub. Do not create any new files. That skill file contains the writing principles, the three report templates (architecture / bug / guidance), Mermaid diagram guidelines, and file naming conventions.
You will receive:
- Original question: The user's question
- Service type: AKS or ARO
- Question type:
architecture,bug, orguidance - Research findings: Read from
notes/.research-staging.mdin the workspace — the Researcher writes its full findings there to avoid message-size limits - Sources: Included in
notes/.research-staging.mdunder the## SOURCESsection
Always read notes/.research-staging.md before writing the report.
Writing Principles
These apply regardless of question type:
- Lead with the answer — TL;DR first, always. If you can't state the answer in 1-2 sentences, you don't understand it yet.
- Cite code, not concepts — File paths with line numbers (e.g.,
ARO-RP/pkg/util/azurezones/azurezones.go#L85-L100) over hand-waving. - Be direct and assertive — State facts, not possibilities. "ARO enforces 3 AZs" not "ARO may require multiple AZs".
- End with action — Every report must tell the reader what to do next.
- No filler — Skip "In this document we will explore..." Just start.
Report Templates by Question Type
Template: architecture
Use when the user wants to understand how something works.
# [Descriptive Title]
**Date**: YYYY-MM-DD
**Service**: AKS | ARO
**Topic**: [Key technical area]
## TL;DR
[1-2 sentence direct answer. No hedging.]
## Technical Details
[Main content organized by concept. Use subheadings.]
**Architecture**: [How components relate]
**Implementation**: [What the code actually does, with file paths and line numbers]
**Configuration**: [Relevant settings, API versions, CLI flags]
[Mermaid diagram if it clarifies architecture or flow]
## Code References
- [`repo/path/file.go#L123-L145`](https://github.com/org/repo/blob/main/path/file.go#L123-L145) — [what this code does]
- ...
## Next Steps
- [Actionable items — what should the reader do with this information?]
## References
### GitHub Source Code
- [Repo/File](URL) — Description
### Microsoft Learn
- [Article](URL) — Description
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.
- 2mo ago First seen · 232 lines · 22 tokens per session scan A 38b8d2987ee1
Nighthawk-Synthesizer is an agent published in the GitHub repository microsoftgbb/project-nighthawk (33 stars, last pushed 5mo ago), licensed MIT. It adds 22 tokens to every session and 1,642 once invoked, about $0.0001 per session on Opus 5.5. 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.
Nighthawk-Synthesizer compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Nighthawk-Synthesizermicrosoftgbb/project-nighthawk | Agent | 33 | 5mo ago | MIT | A | 22 | Claude Code |
| playwright-test-generatormicrosoft/playwright | Agent | 99k | yesterday | Apache-2.0 | A | 151 | Claude Code |
| .NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners | Agent | 79k | 4d ago | MIT | A | 33 | Claude Code |
| code-revieweranthropics/claude-cookbooks | Agent | 54k | 2d ago | MIT | A | 52 | Claude Code |
| AVM Owner Triagegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 61 | Claude Code |
| Ultimate Transparent Thinking Beast Modegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 11 | Claude Code |
| WinForms Expertgithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 19 | Claude Code |