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 commands/velimirmueller/vlm-code-context-mcp/kickoffgit clone --depth 1 https://github.com/VelimirMueller/vlm-code-context-mcpWrote 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/commands/velimirmueller/vlm-code-context-mcp/kickoff)<a href="https://agentmods.dev/commands/velimirmueller/vlm-code-context-mcp/kickoff"><img src="https://agentmods.dev/badge/commands/velimirmueller/vlm-code-context-mcp/kickoff.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 | $0.03226 |
| Opus 5 | $0.00000 | $0.01613 |
| Sonnet 5 | $0.00000 | $0.00645 |
| Haiku 4.5 | $0.00000 | $0.00323 |
Grade A, and why
kickoff 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 3d 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 — 262 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Full Project Kickoff — Interactive Guided Sprint Lifecycle
Run the complete scrum lifecycle from product vision through sprint rest. Use native question UI for every structured choice, render server-built cards verbatim, enforce all QA gates and the planning gate.
Step 0 — Load Context (2 calls)
index_directory({ freshness_check: true }) # skip if <5 min old
get_resume_state() # single-call resume detection
That's it. get_resume_state() returns vision, sprints, discoveries, milestones, epics, agents, and next_phase in ~150 tokens.
Phase context — load with load_phase_context() when entering each phase
| Phase | Call |
|---|---|
| Phase 2 | load_phase_context({ phase: "discovery" }) |
| Phase 4 | load_phase_context({ phase: "epics" }) |
| Phase 5+5b | load_phase_context({ phase: "tickets" }) — includes the planning-gate blocks |
| Phase 7 | load_phase_context({ phase: "implementation", sprint_id, ticket_id }) |
| Phase 8 | load_phase_context({ phase: "retro", sprint_id }) |
Display summary
Render the resume state as a phase banner + yaml data card:
◈ Context Loaded
vision: set # from get_resume_state()
sprints: 21 completed · none active
discoveries: 9 active
milestone: "#21 Process 2.0" # [active] 40%
skill_sets: fe ✓ · la ✗ · wf ✗ # "(defaults — not configured yet)" → Phase 1b will ask
next_phase: tickets
Output Contract — Design Language 2.0
- Server cards are verbatim. Tools called with
format: "card"(update_ticket,advance_sprint,start_sprint,get_sprint_playbook,get_burndown) return pre-rendered card lines. Print them unchanged inside a ```diff fence. Never redraw, restyle, re-align, or wrap them. - Phase banners are a
## ◈ <Phase Title>markdown heading followed by a ```yaml data card (keys lowercase, aligned values,# commentsfor context). Never hand-draw ASCII boxes. - Use
format: "card"on every status-changing call during ceremonies — each card includes compact state, so skip follow-upget_ticket/get_sprintcalls.
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.
- 3d ago First seen · 262 lines · 0 tokens per session scan A 01e1f2061dda
kickoff is a command published in the GitHub repository VelimirMueller/vlm-code-context-mcp (4 stars, last pushed 4d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 3,226 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 2026-08-31.
Other commands, from other repositories
git
Git operations with intelligent commit messages and workflow optimization.
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.