Mastermind Learn
Get up to speed FAST on the stack, library, or field a task needs — before building. Detects the project's real stack, maps the field skill-tree (roadmap.sh), reads the primary docs for what the task touches, and returns a working understanding to current standards. Use for unfamiliar or fast-moving tech, or a new codebase. Distinct from mastermind-levelup (durable knowledge-base updates) — this…
Install
$ agentstack add skill-mehrad-dm-mastermind-mastermind-learn ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-mehrad-dm-mastermind-mastermind-learn) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
MasterMind — Learn
The invokable form of ~/.mastermind/engineering/core/agent-loop.md → "Learn the stack before you build." Topic/task: $ARGUMENTS. Goal: reach genuine, current understanding — enough to build to standard — fast, and cheap on context.
1. Detect what's actually used
Read package.json/lockfile, configs, and representative source to see the exact stack (framework + versions, styling, state, data, test runner) and the team's conventions. Installed versions matter — APIs drift, so learn the version that's actually here.
2. Map the skill-tree
Use the relevant roadmap.sh role/topic map as the checklist of what matters and to spot your gaps. Don't learn the whole tree — learn the branch the task touches.
3. Learn to current standards
Read the primary docs for the specific APIs the task needs (verify against the installed version) and skim one battle-tested example (the field's curriculum.md lists them). Prefer primary sources; never rely on stale memory (the field's learning-sources.md).
4. Ground it in this codebase
Grep for how the pattern is already used here and match it. Consistency beats novelty.
Output & economy
Return a tight working brief: the stack + versions, the few APIs/patterns the task needs, the gotchas, and links to the primary sources — not a tutorial. Delegate wide reading to a subagent to protect context. If you learned something durable and reusable, capture it via mastermind-levelup.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: mehrad-dm
- Source: mehrad-dm/mastermind
- License: MIT
- Homepage: https://mastermind.mehrad.me
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.