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 griddynamics/rosetta --skill init-workspace-discoverygit clone --depth 1 https://github.com/griddynamics/rosettaWrote 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/griddynamics/rosetta/init-workspace-discovery)<a href="https://agentmods.dev/skills/griddynamics/rosetta/init-workspace-discovery"><img src="https://agentmods.dev/badge/skills/griddynamics/rosetta/init-workspace-discovery/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/griddynamics/rosetta/init-workspace-discovery"><img src="https://agentmods.dev/badge/skills/griddynamics/rosetta/init-workspace-discovery.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 7 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
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 | $0.00010 | $0.00743 |
| Opus 5.5 | $0.00004 | $0.00297 |
| Sonnet 5.5 | $0.00002 | $0.00149 |
| Haiku 4.5 | $0.00001 | $0.00074 |
Grade A, and why
init-workspace-discovery 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 — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<init_workspace_discovery>
<when_to_use_skill>
Without factual inventory of tech stack, structure, and dependencies, subsequent phases operate blind. Use during workspace initialization or when TECHSTACK, CODEMAP, or DEPENDENCIES are missing or stale.
</when_to_use_skill>
- All Rosetta prep steps MUST be FULLY completed, load-context skill loaded and fully executed
- Read existing TECHSTACK, CODEMAP, DEPENDENCIES — update if present, create if missing
- Detect languages, frameworks, build tools, package managers, runtime environments → write TECHSTACK
- Existing documentation may be stale or incomplete, prioritize source code artifacts over pre-existing documents
- Generate CODEMAP via shell commands (no pseudo graphics), 3-4 levels deep
- Perform basic discovery yourself with few commands
- Enumerate git repositories yourself
- Markdown headers = workspace-relative path + recursive children count + <10 words description
- List only immediate children files and only with file names
- List target repository source code, static assets, and documentation files based on tech stack
- Exclude noise/caches/build/binary files, files excluded by .gitignore
- Implement as a single shell script in
agents/TEMP/folder - Use
git ls-files --cached --others --exclude-standardin each repository or fallback to find/ls/etc with filters
- List direct dependencies (project, package, version) → write DEPENDENCIES
- Preserve human-added sections in existing files
- Update (or create only if missing) .gitignore in git root folder by adding lines according to bootstrap_rosetta_files
Minimal set must be present:
... # Rosetta agents/TEMP/ refsrc/ !refsrc/INDEX.md
DEPENDENCIES.md
- MUST create, use, and maintain flat list of direct project dependencies (project, package, version)
TECHSTACK.md
- MUST create, use, and maintain project stack and key stack decisions
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 90 lines · 10 tokens per session scan A d3280d7ee304
init-workspace-discovery is a skill published in the GitHub repository griddynamics/rosetta (363 stars, last pushed today), licensed Apache-2.0. It adds 10 tokens to every session and 743 once invoked, about $0.0000 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.
Other skills, from other repositories
memorix-memory
Use when prior workspace context, past decisions, solved bugs, handoff state, or durable project knowledge would help a coding task.
memorix
Use when Claude Code needs Memorix shared memory, reasoning, Git Memory, mini-skills, session handoff, orchestration coordination, or integration troubleshooting.
memorix-mini-skills
Use when durable project knowledge, gotchas, workflows, or repeated fixes should become reusable agent guidance instead of ordinary memory.
memorix-orchestrate
Use when a main agent needs Memorix to coordinate explicit subagent work through tasks, handoffs, messages, file locks, or the orchestrate CLI.
memorix-reasoning
Use when a technical decision, trade-off, rejected alternative, architecture rationale, or design risk should be recorded or recovered.
memorix-sessions
Use when resuming work, preparing handoff context, binding an HTTP control-plane project, or deciding whether sessionstart is useful.