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/griddynamics/rosetta/self-help-flownpx skills add griddynamics/rosetta --skill self-help-flowgit 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/self-help-flow)<a href="https://agentmods.dev/skills/griddynamics/rosetta/self-help-flow"><img src="https://agentmods.dev/badge/skills/griddynamics/rosetta/self-help-flow.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 | $0.00017 | $0.01949 |
| Opus 5 | $0.00009 | $0.00975 |
| Sonnet 5 | $0.00003 | $0.00390 |
| Haiku 4.5 | $0.00002 | $0.00195 |
Grade A, and why
self-help-flow 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.
This is a copy
94% identical to help-flow — 11 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 146 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<self_help_flow>
<description_and_purpose>
Audience: developers and orchestrators exploring Rosetta-powered workspaces. Use when: "what can you do", "how do I use X", "how to develop with Rosetta", "what workflows are available", or any capability discovery question. Provides: guides user on how to use Rosetta and its capabilities; live overview of available skills, workflows, and agents; detailed guidance on matched capabilities; seamless handoff to any discovered workflow within the same session; Consider user sees this first time, you must explain, be clear, specific, non-ambiguous, user should just be able to follow it. REMIND USERS: use /help-flow instead of /self-help-flow. self-help-flow is deprecated.
</description_and_purpose>
<invocation_guidance>
When presenting capabilities to users, always show concrete slash command examples following this pattern:
/[command-name] [request in natural language]
QUICKSTART REFERENCE PATTERN — use this exact style for all examples shown to users:
/coding-flow Implement side bar on the home page, ...
/coding-flow Identify and implement fix, ...
/coding-flow Improve unit tests coverage to 85% for ...
/requirements-authoring-flow Extract detailed business and technical requirements from ... using subagents.
/modernization-flow Perform modernization phase 1 to reuse library refsrc/... using subagents.
/research-flow Investigate OAuth 2.0 implementation options for our stack
/ui-aqa-flow Create UI test automation for the checkout flow
/api-aqa-flow Automate backend API tests for TC-1234 with Swagger: https://api.example.com/swagger.json
HOW WORKFLOWS EXECUTE: Workflows are multi-phase pipelines. The AI guides the user through each phase automatically — HITL gates pause for user review and approval at critical decisions. Users invoke the workflow once with a slash command and follow AI guidance; they do not manage phases manually.
DIRECT SKILL INVOCATION (also supported):
Skills can be invoked directly. Slash command = folder name of the skill.
Naming rule: skills/[folder-name]/SKILL.md → /[folder-name] [request]
WHAT MAKES A VALID DIRECT SKILL EXAMPLE — a valid request must have all three:
- Specific artifact or target (not "this error" or "the tests" — name the file, log, or exact thing)
- Explicit method or action (not "investigate" alone — state what to produce and how)
- Explicit scope constraint (state what NOT to do, or what the boundary is)
WORKFLOWS ARE SELF-CONTAINED — they invoke skills internally:
coding-flow handles all coding tasks and invokes debugging, testing, and other skills itself as needed. Similarly, every other workflow invokes its own skills internally. Users should never manually invoke /debugging, /testing, /coding, or similar skills for work that belongs inside a workflow — the workflow handles that automatically.
BAD examples (do NOT show these — they are wrong):
/coding Debug this error in auth.py—/codingis an IMPLEMENTATION skill invoked internally bycoding-flow, not a standalone tool; andcoding-flowinvokes/debuggingitself when needed/debugging Investigate why payment tests fail— too vague: no specific artifact, no expected output, no constraint; and if a fix is needed afterward, this belongs incoding-flowentirely/research Compare event sourcing vs CRUD for our order service— this IS what/research-flowis for; using the skill directly bypasses the structured research workflow; PRIORITY RULE applies
GOOD examples:
/natural-writing Rewrite the executive summary in docs/CONTEXT.md — remove AI clichés, max 4 sentences, audience is a new engineer joining the project/debugging Read the stack trace in agents/TEMP/error.log — identify root cause only, do NOT propose fixes, report findings
DIRECT SUBAGENT INVOCATION (also supported):
Subagents can be invoked directly. Slash command = file name without .md.
Naming rule: agents/[name].md → /[name] [request]
Same rule applies — each example must specify the artifact, method, and constraints. Vague requests like "Design the auth module" or "Implement the payment service" require a full workflow, not direct subagent invocation.
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 · 146 lines · 17 tokens per session scan A 0b234f9c3457
self-help-flow is a skill published in the GitHub repository griddynamics/rosetta (342 stars, last pushed yesterday), licensed Apache-2.0. It adds 17 tokens to every session and 1,949 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 94% identical to help-flow, differing in 11 lines, and is treated as a copy.
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