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SKILL verified MIT Self-run

Instructional Analysis

skill-caraya-agent-skills-instructional-analysis · by caraya

Learner and context analysis, needs assessment, task decomposition, and constraints gathering for developer education projects.

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Install

$ agentstack add skill-caraya-agent-skills-instructional-analysis

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No 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.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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● 3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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 →
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About

Instructional Analysis

Purpose: run rapid, evidence-driven analysis to define who the learners are, what they need to do, and the constraints that affect design.

When to use: at project kickoff, before writing objectives or content.

Core activities:

  • Learner profile: prior knowledge, roles, motivation, time availability.
  • Needs assessment: performance gap, business outcomes, KPIs.
  • Task analysis: break complex skills into teachable sub-skills.
  • Constraints inventory: tech, budget, accessibility, localization.

Templates

  • Learner profile fields: role, experience (yrs), common tools, pain points, availability.
  • Needs statement: "Current: X. Desired: Y. Gap: Z. Success metric: M."

Templates

Learner profile (CSV):

Role,ExperienceYears,CommonTools,PainPoints,Availability Backend Engineer,3,Docker;Node;Git,Hard to debug CI failures,2 hours/week

Needs statement (one-line): "Current: Engineers frequently fail integration tests. Desired: 90% pass rate on CI within 2 runs. Gap: missing testing knowledge and flaky infra. Success metric: CI pass rate >=90% within 2 runs."

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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