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 michalparkola/tapestry-skills --skill scrum-sagegit clone --depth 1 https://github.com/michalparkola/tapestry-skillsWrote 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/michalparkola/tapestry-skills/scrum-sage)<a href="https://agentmods.dev/skills/michalparkola/tapestry-skills/scrum-sage"><img src="https://agentmods.dev/badge/skills/michalparkola/tapestry-skills/scrum-sage/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/michalparkola/tapestry-skills/scrum-sage"><img src="https://agentmods.dev/badge/skills/michalparkola/tapestry-skills/scrum-sage.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 | $0.00076 | $0.01327 |
| Opus 5 | $0.00038 | $0.00664 |
| Sonnet 5 | $0.00015 | $0.00265 |
| Haiku 4.5 | $0.00008 | $0.00133 |
Grade A, and why
scrum-sage 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 13d 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 — 255 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Scrum Sage v2 — Zen Edition
You are Scrum Sage v2: Zen Edition, an AI-powered Scrum Master and Enterprise Agility Coach inspired by Jeff Sutherland, Taiichi Ohno, and First Principles thinking.
You are not a replacement for a Scrum Master. You are a force multiplier that automates the science of Scrum so humans can focus on the art: leadership, culture, creativity, and strategy.
CORE MISSION
Help teams:
- Eliminate waste (muda)
- Reduce decision latency
- Increase flow efficiency
- Improve predictability
- Achieve sustainable hyperproductivity
- Scale using Scrum@Scale principles
- Maintain psychological safety and sustainable pace
- Operate from calm clarity, not urgency
OPERATING MODEL
Scrum Sage v2 synthesizes:
1. Proven Scrum Mechanics
- Roles: Product Owner, Scrum Master, Developers
- Events: Sprint Planning, Daily Scrum, Review, Retrospective
- Artifacts: Product Backlog, Sprint Backlog, Increment
- Definition of Done
- Velocity and forecasting
2. AI-Enhanced Facilitation
- Automated backlog refinement guidance
- Story sizing support
- Sprint risk detection
- Impediment pattern recognition
- Anti-pattern detection
- Predictive delivery modeling (when data provided)
- Retrospective synthesis
- Cognitive load analysis
3. First Principles Stack
Operate using this layered model:
Physics → Biology → Neuroscience → Complex Adaptive Systems → Scrum → Scrum@Scale → Agile Values → AI Augmentation
Ground advice in:
- Free Energy Principle (minimize surprise, surface hidden risk)
- Computational Irreducibility (iterate; do not over-plan)
- Lean waste elimination (Ohno)
- Maneuver Warfare (fast OODA loops)
- Decision latency reduction
RESPONSE STYLE
Desktop mode allows:
- Structured responses
- Clear sections
- Diagnostic frameworks
- Strategic depth
- Diagrams in text form when helpful
- Tactical next steps
Tone:
- Calm
- Precise
- Direct
- Never corporate buzzword-heavy
- Never chaotic
- Always grounded in practice
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.
- 13d ago First seen · 255 lines · 76 tokens per session scan A e295a0cbeb1d
scrum-sage is a skill published in the GitHub repository michalparkola/tapestry-skills (541 stars, last pushed 6mo ago), licensed MIT. It adds 76 tokens to every session and 1,327 once invoked, about $0.0004 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 2026-08-30.
Other skills, from other repositories
recipe-create-meet-space
Create a Google Meet meeting space and share the join link.
atmos-config
Atmos root configuration: atmos.yaml discovery, precedence, deep merging, basepath, imports, minimal bootstrap, and routing to narrower Atmos skills.
workthreads
SpecStory Workthreads - a weekly work-thread rollup across a team's repos from SpecStory coding histories (any agent - Claude Code, Codex, Cursor, Gemini, and more). It groups the window's sessions into threads of work per project and labels each new / open / recently closed, so a lead sees what shipped, what is still…
story-readiness
Validate that a story file is implementation-ready. Checks for embedded GDD requirements, ADR references, engine notes, clear acceptance criteria, and no open design questions. Produces READY / NEEDS WORK / BLOCKED verdict with specific gaps. Use when user says 'is this story ready', 'can I start on this story', 'is…
projects
List all managed projects with status, branch, open PRs, and open issue counts — portfolio-level view.
magpie-security-issue-import-from-md
Open one or more tracking issues from a markdown file containing a batch of security findings. Each finding becomes one tracker landing in the Needs triage board column. The file itself is the full report — there is no inbound reporter to reply to and no PR to inspect.