beam-ai-team/analyze-context
skills/beam-next-learning/analyze-context/SKILL.md
Analyze user-provided context for Prism. Use when the user wants to upload, connect, summarize, or organize files, folders, documents, repos, transcripts, screenshots, or other source material so Prism can use it through Knowledge Base / Sources. Prefer Prism-native source ingestion and evidence summaries; only use local Beam Next folders when explicitly requested.
testing
Updated Jul 8, 2026
$ install --global
skillsauthnpx skillsauth add beam-ai-team/beam-next-skills analyze-contextInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Jul 8, 2026, 3:31 AM238.2s2 files scanned
SKILL.md
- name:
- analyze-context
- type:
- skill
- version:
- 2.0
- description:
- Analyze user-provided context for Prism. Use when the user wants to upload, connect, summarize, or organize files, folders, documents, repos, transcripts, screenshots, or other source material so Prism can use it through Knowledge Base / Sources. Prefer Prism-native source ingestion and evidence summaries; only use local Beam Next folders when explicitly requested.
- category:
- learning
- updated:
- 2026-07-07
- visibility:
- public
- standalone:
- true
Analyze Context
Help a user turn raw context into useful Prism knowledge. Prefer Prism-native Knowledge Base / Sources over legacy Beam Next folders.
Safety Contract
Before preprocessing local files or writing analysis output, show the input path, destination path, file count, and cleanup plan. Require explicit user approval in the current turn before writing files or processing sensitive local sources.
Core Rule
Do not default to 02-memory/input/, 04-workspace/, or Beam Next roadmap files. Those are compatibility paths only when the user explicitly says they are using a Beam Next folder workspace.
Workflow
1. Clarify The Context Goal
Ask one concise question if needed:
- "What should Prism learn from these files?"
- "Are these for a project, an agent, a source library, or general workspace context?"
- "Do you want a summary, source organization, or next-action recommendations?"
2. Prefer Prism Source Ingestion
If Prism app APIs or UI are available, guide or execute through:
- Knowledge Base / Sources for local folders, documents, repos, PDFs, transcripts, and durable workspace context
- Integrations / Connectors for tools such as Slack, Google Drive, GitHub, HubSpot, Linear, Notion, or email
- Projects / Goals when the context should become planned work
- Agents when the context should power a recurring workflow
If direct ingestion APIs are not available in the current environment, produce a source plan the user can apply in Prism.
3. Analyze With Evidence
For each source group:
- Identify source type and intended use.
- Extract durable facts, recurring themes, open questions, and suggested Prism surfaces.
- Cite source names or paths when making claims.
- Separate facts from inferences.
- Flag sensitive data, stale files, missing permissions, or sources that need connector setup.
Use batch processing for many files. Keep summaries compact and put detailed per-file notes in an artifact or output file only when the user asks for one.
4. Recommend Prism Organization
Output a short plan like:
## Context Plan
Sources to add:
- Source: ...
Type: ...
Prism surface: Knowledge Base / Project / Agent / Integration
Why it matters: ...
Key themes:
- ...
Recommended next actions:
1. ...
2. ...
3. ...
5. Optional Local Preprocessing
If the user is working from a local folder and asks for file extraction/chunking, you may use the bundled helper:
python3 skills/beam-next-learning/analyze-context/scripts/preprocess.py
Use this only as a local preprocessing utility. Its output should feed a Prism Knowledge Base/source plan, not legacy 02-memory/input/ workflows.
Beam Next Compatibility
Only when the user explicitly asks for Beam Next folder compatibility:
- map raw uploads to their existing Beam Next workspace conventions
- explain that Prism should still treat the result as sources/context
- avoid writing onboarding completion YAML from this skill
Completion
End with:
- sources identified
- what Prism should ingest or connect
- key insights
- unresolved questions
- recommended first project/agent/goal, if applicable
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