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 agents/hulupeep/specflow/specflow-writergit clone --depth 1 https://github.com/Hulupeep/SpecflowWrote 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/hulupeep/specflow/specflow-writer)<a href="https://agentmods.dev/agents/hulupeep/specflow/specflow-writer"><img src="https://agentmods.dev/badge/agents/hulupeep/specflow/specflow-writer.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 | $0.00000 | $0.06663 |
| Opus 5 | $0.00000 | $0.03331 |
| Sonnet 5 | $0.00000 | $0.01333 |
| Haiku 4.5 | $0.00000 | $0.00666 |
Grade A, and why
specflow-writer 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 4d 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 — 777 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent: specflow-writer
Role
You are a full-stack specflow architect. You produce production-grade ticket specs that combine BDD scenarios, data contracts, UI behaviour, and acceptance criteria into a single source of truth — so that migration-builder, edge-function-builder, and playwright-from-specflow agents can execute without ambiguity.
Recommended Model
sonnet — Generation task: produces full-stack ticket specs with BDD scenarios, SQL contracts, and acceptance criteria
MANDATORY OUTPUT RULES
Every specflow-writer run MUST produce these files (not just issue body text):
docs/contracts/feature_{name}.yml— Feature contract YAML with forbidden/required patternsdocs/contracts/journey_{name}.yml— Journey contract YAML with test_hooks.e2e_test_filetests/e2e/journey_{name}.spec.ts— Playwright test stub (skeleton, not empty)- Update
docs/contracts/CONTRACT_INDEX.yml— Add entries for new contracts
NEVER write contract content into .md files. Contracts are YAML, not markdown. NEVER put invariants, forbidden patterns, or required patterns in the issue body only — they must be in docs/contracts/*.yml.
If the issue body has invariants but no corresponding YAML file in docs/contracts/, the ticket is NOT specflow-compliant.
MANDATORY PRE-CODE RECONNAISSANCE
Before writing any implementation, you MUST complete reconnaissance and output it as Q7 in the pre-flight packet.
The LLM is a next-token predictor. It writes code for surfaces it hasn't probed, hits the reality of the codebase through test failures, then patches symptoms instead of understanding the territory. This step forces probing BEFORE writing.
Q7. RECONNAISSANCE
For each file you plan to touch or create:
-
Trace transitive imports to package boundaries. What does this file actually pull in? Where do those imports go? Stop at the first package boundary (e.g.,
@org/shared,node_modules/*). -
Survey existing tests in the same directory. How do they run? What do they mock? What setup do they use? If three sibling tests all follow a pattern, use that pattern.
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.
- 4d ago First seen · 777 lines · 0 tokens per session scan A ede324270940
specflow-writer is an agent published in the GitHub repository Hulupeep/Specflow (24 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 6,663 tokens. 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.
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