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 marcusgoll/Spec-Flow --skill roadmap-integrationgit clone --depth 1 https://github.com/marcusgoll/Spec-FlowWrote 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/marcusgoll/spec-flow/roadmap-integration)<a href="https://agentmods.dev/skills/marcusgoll/spec-flow/roadmap-integration"><img src="https://agentmods.dev/badge/skills/marcusgoll/spec-flow/roadmap-integration/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/marcusgoll/spec-flow/roadmap-integration"><img src="https://agentmods.dev/badge/skills/marcusgoll/spec-flow/roadmap-integration.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 | $0.00066 | $0.03866 |
| Opus 5 | $0.00033 | $0.01933 |
| Sonnet 5 | $0.00013 | $0.00773 |
| Haiku 4.5 | $0.00007 | $0.00387 |
Grade A, and why
roadmap-integration 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 5d 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 — 473 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<quick_start> <roadmap_workflow> Vision-aligned feature management:
- Initialize: Verify GitHub authentication (gh CLI or GITHUB_TOKEN)
- Load vision: Read docs/project/overview.md for alignment validation
- Parse intent: Identify action (add, brainstorm, move, delete, search, ship)
- Validate vision: Check against out-of-scope exclusions and project vision
- Create issue: Generate GitHub Issue with metadata (area, role, slug)
- Show summary: Display roadmap state and suggest next action
Quick actions:
/roadmap add "student progress widget"
/roadmap brainstorm "CFI productivity tools"
/roadmap move auth-refactor Next
/roadmap search export
Example workflow:
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📋 VISION ALIGNMENT CHECK
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Project Vision:
AKTR helps flight instructors track student progress against ACS standards.
Proposed Feature:
Add student progress widget showing mastery percentage by ACS area
✅ Feature aligns with project vision
Target User Check:
Does this feature serve: CFIs, Flight students, School admins
Confirm primary user (or 'skip'): Flight students
✅ Vision alignment complete
✅ Created issue #123: student-progress-widget in Backlog
Area: app | Role: student
📊 Roadmap Summary:
Backlog: 12 | Next: 3 | In Progress: 2 | Shipped: 45
Top 3 in Backlog (oldest/highest priority):
1. #98 cfi-batch-export (Created: 2025-11-01)
2. #87 study-plan-generator (Created: 2025-11-05)
3. #123 student-progress-widget (Created: 2025-11-13)
💡 Next: /feature cfi-batch-export
</roadmap_workflow>
<trigger_conditions> Auto-invoke when:
/roadmapcommand executed- User mentions "roadmap", "add feature", "brainstorm ideas", "prioritize features"
- Starting feature planning workflow
Prerequisites:
- GitHub authentication (gh CLI or GITHUB_TOKEN)
- Git repository with GitHub remote
- Optional: docs/project/overview.md for vision validation </trigger_conditions> </quick_start>
Verify GitHub authentication and repository access.
Actions:
- Check GitHub CLI authentication (gh auth status)
- Fallback to GITHUB_TOKEN environment variable
- Verify git repository has GitHub remote
- Source roadmap manager scripts
Script location: See references/github-setup.md for platform-specific bash/powershell scripts
Validation:
AUTH_METHOD=$(check_github_auth) # Returns: gh-cli, token, or none
REPO=$(get_repo_info) # Returns: owner/repo-name
if [ "$AUTH_METHOD" = "none" ]; then
echo "❌ GitHub authentication required"
echo "Options: gh auth login OR export GITHUB_TOKEN=ghp_..."
exit 1
fi
Output:
✅ GitHub authenticated (gh-cli)
✅ Repository: owner/repo-name
Load project vision, scope boundaries, and target users from overview.md.
When to execute:
- Always before ADD/BRAINSTORM actions
- Skip for MOVE/DELETE/SEARCH operations
Actions:
PROJECT_OVERVIEW="docs/project/overview.md"
HAS_PROJECT_DOCS=false
if [ -f "$PROJECT_OVERVIEW" ]; then
HAS_PROJECT_DOCS=true
# Extract: Vision, Out-of-Scope, Target Users
# (see detailed extraction logic in references)
else
echo "ℹ️ No project documentation found"
echo " Run /init-project to create (optional)"
fi
Extracted context:
- Vision: 1 paragraph describing project purpose
- Out-of-Scope: Bullet list of explicit exclusions
- Target Users: Bullet list of intended users
See: references/vision-validation.md for extraction logic and validation rules
What ships with it
5 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.
- 5d ago First seen · 473 lines · 66 tokens per session scan A af168f7c0a01
roadmap-integration is a skill published in the GitHub repository marcusgoll/Spec-Flow (92 stars, last pushed 4mo ago), licensed MIT. It adds 66 tokens to every session and 3,866 once invoked, about $0.0003 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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