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/samplexbro/agentsmesh/senior-developer-research-first-protocolnpx skills add sampleXbro/agentsmesh --skill senior-developer-research-first-protocolgit clone --depth 1 https://github.com/sampleXbro/agentsmeshWrote 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/samplexbro/agentsmesh/senior-developer-research-first-protocol)<a href="https://agentmods.dev/skills/samplexbro/agentsmesh/senior-developer-research-first-protocol"><img src="https://agentmods.dev/badge/skills/samplexbro/agentsmesh/senior-developer-research-first-protocol.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 5.1 | $0.00021 | $0.00761 |
| Opus 5 | $0.00010 | $0.00380 |
| Sonnet 5 | $0.00004 | $0.00152 |
| Haiku 4.5 | $0.00002 | $0.00076 |
Grade A, and why
senior-developer-research-first-protocol 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 2d 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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Purpose
Research-First Protocol
Why: Understanding prevents broken integrations, unintended side effects, wasted time fixing symptoms instead of root causes.
When to Apply
Complex work (use full protocol): Implementing features, fixing bugs (beyond syntax), dependency conflicts, debugging integrations, configuration changes, architectural modifications, data migrations, security implementations, cross-system integrations, new API endpoints.
Simple operations (execute directly): Git operations on known repos, reading files with known exact paths, running known commands, port management on known ports, installing known dependencies, single known config updates.
MUST use research protocol for: Finding files in unknown directories, searching without exact location, discovering what exists, any operation where "not found" is possible, exploring unfamiliar environments.
The 8-Step Protocol
<research_protocol>
Phase 1: Discovery
-
Find and read relevant notes/docs - Search across workspace (notes/, docs/, README), ~/Documents/Documentation/, ~/Documents/Notes/, and project .md files. Use as context only; verify against actual code.
-
Read additional documentation - API docs, Confluence, Jira, wikis, official docs, in-code comments. Use for initial context; verify against actual code.
-
Map complete system end-to-end
- Data Flow & Architecture: Request lifecycle, dependencies, integration points, architectural decisions, affected components
- Data Structures & Schemas: Database schemas, API structures, validation rules, transformation patterns
- Configuration & Dependencies: Environment variables, service dependencies, auth patterns, deployment configs
- Existing Implementation: Search for similar/relevant features that already exist - can we leverage or expand them instead of creating new?
-
Inspect and familiarize - Study existing implementations before building new. Look for code that solves similar problems - expanding existing code is often better than creating from scratch. If leveraging existing code, trace all its dependencies first to ensure changes won't break other things.
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.
- 2d ago First seen · 63 lines · 21 tokens per session scan A cd3c9dfed5cb
senior-developer-research-first-protocol is a skill published in the GitHub repository sampleXbro/agentsmesh (24 stars, last pushed yesterday), licensed MIT. It adds 21 tokens to every session and 761 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 2026-09-03.
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