Xpersona

Crawler Summary

Student-Stack-Pro answer-first brief

An all-in-one AI workspace built with Python · CrewAI · Groq · Streamlit. 🎓 Student Stack Pro An all-in-one AI workspace built with **Python · CrewAI · Groq · Streamlit**. | Tool | What it does | |---|---| | 🔎 Research Agents | 3-agent crew (Researcher → Reviewer → Writer): reports, summaries, briefings, study guides. Optional live web search. | | ✉️ Email Writer | Writer + Proofreader agents, multiple options, tone/language control, “open in mail app”. | | 💼 LinkedIn Posts | Strategist Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

Student-Stack-Pro is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB REPOS, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGITHUB REPOSSafety: 66/100

Student-Stack-Pro

An all-in-one AI workspace built with Python · CrewAI · Groq · Streamlit. 🎓 Student Stack Pro An all-in-one AI workspace built with **Python · CrewAI · Groq · Streamlit**. | Tool | What it does | |---|---| | 🔎 Research Agents | 3-agent crew (Researcher → Reviewer → Writer): reports, summaries, briefings, study guides. Optional live web search. | | ✉️ Email Writer | Writer + Proofreader agents, multiple options, tone/language control, “open in mail app”. | | 💼 LinkedIn Posts | Strategist

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Silentsoul8r

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Silentsoul8r

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB REPOS

Extracted files

0

Examples

2

Snippets

0

Languages

python

Executable Examples

bash

git clone https://github.com/<you>/student-stack-pro.git && cd student-stack-pro
python3.11 -m venv .venv && source .venv/bin/activate     # Windows: .venv\Scripts\activate
pip install -r requirements.txt
python scripts/check_env.py          # confirms every package imports
streamlit run app.py

text

app.py                 navigation, home, error shield
core/llm.py            Groq+CrewAI runner, key handling, retries, JSON parsing
core/utils.py          PDF/PPTX readers, chunking, TF-IDF retriever, md→docx
core/scheduler.py      timetable engine + AI-output validator + .ics
core/textcheck.py      offline grammar/style checks, diff
core/resume_render.py  resume HTML / PDF / DOCX
modules/*.py           one file per tool (UI + agents)
tests/                 offline unit tests (no API key needed)

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

An all-in-one AI workspace built with Python · CrewAI · Groq · Streamlit. 🎓 Student Stack Pro An all-in-one AI workspace built with **Python · CrewAI · Groq · Streamlit**. | Tool | What it does | |---|---| | 🔎 Research Agents | 3-agent crew (Researcher → Reviewer → Writer): reports, summaries, briefings, study guides. Optional live web search. | | ✉️ Email Writer | Writer + Proofreader agents, multiple options, tone/language control, “open in mail app”. | | 💼 LinkedIn Posts | Strategist

Full README

🎓 Student Stack Pro

An all-in-one AI workspace built with Python · CrewAI · Groq · Streamlit.

| Tool | What it does | |---|---| | 🔎 Research Agents | 3-agent crew (Researcher → Reviewer → Writer): reports, summaries, briefings, study guides. Optional live web search. | | ✉️ Email Writer | Writer + Proofreader agents, multiple options, tone/language control, “open in mail app”. | | 💼 LinkedIn Posts | Strategist + Copywriter agents, hooks, hashtags, live post preview. | | 📚 PDF Study Lab | RAG (TF-IDF retrieval) over PDFs: notes, flashcards (Anki export), Q&A with page citations. | | 🖼️ Slide Reader | .pptx/PDF decks → slide-by-slide notes, summary, glossary, practice questions, cheat-sheet. | | 🗓️ Timetable Maker | Deterministic clash-free scheduler + optional AI planner (AI output is validated), .ics + CSV export. | | 📝 Writer's Desk | Markdown editor, offline Grammarly-style checks, readability score, AI rewrite with diff, .docx export. | | 📄 Resume Studio | Form → live preview → PDF / Word; AI polish, tailor to a job ad, import from pasted text. |

📥 Downloads

PDF, Word and Markdown for research, notes, slide notes and the editor · printable double-sided flashcard PDF, Quizlet CSV and Anki TSV · timetable CSV/.ics · resume PDF/Word · 💾 Workspace backup (JSON) in the sidebar saves and restores your documents, resume, notes, cards and timetable. It never contains your API key or uploaded files.

Run locally

git clone https://github.com/<you>/student-stack-pro.git && cd student-stack-pro
python3.11 -m venv .venv && source .venv/bin/activate     # Windows: .venv\Scripts\activate
pip install -r requirements.txt
python scripts/check_env.py          # confirms every package imports
streamlit run app.py

Get a free key at https://console.groq.com, paste it in AI settings (sidebar). Optional: pip install -r requirements-optional.txt for web search.

🔒 API-key privacy

  • The key is entered in a password field and held only in Streamlit session memory — never written to disk, logs or os.environ.
  • It's passed straight to CrewAI's LLM object; error messages are scrubbed so it can't leak.
  • .env and .streamlit/secrets.toml are in .gitignore. Never commit a real key. If you ever do, revoke it in the Groq console.
  • CrewAI telemetry/tracing is disabled in code.
  • Public deployments: do not put your own key in secrets unless you accept strangers spending your quota. Either leave it unset (each visitor pastes their own key) or set REQUIRE_USER_KEY = "true".

🚀 Deploy from GitHub (Streamlit Community Cloud)

  1. Push this folder to a GitHub repo (git init && git add . && git commit -m "init" && git push). Check git status shows no .env/secrets.toml.
  2. Go to https://share.streamlit.io → New app → pick the repo, branch main, file app.py.
  3. Advanced settings → Python version: 3.11.
  4. (Optional) Secrets: GROQ_API_KEY = "gsk_..." for a private/personal app, or REQUIRE_USER_KEY = "true" for a public one.
  5. Deploy. First build takes a few minutes (CrewAI is large).

Docker: docker build -t student-stack-pro . && docker run -p 8501:8501 student-stack-pro

Project layout

app.py                 navigation, home, error shield
core/llm.py            Groq+CrewAI runner, key handling, retries, JSON parsing
core/utils.py          PDF/PPTX readers, chunking, TF-IDF retriever, md→docx
core/scheduler.py      timetable engine + AI-output validator + .ics
core/textcheck.py      offline grammar/style checks, diff
core/resume_render.py  resume HTML / PDF / DOCX
modules/*.py           one file per tool (UI + agents)
tests/                 offline unit tests (no API key needed)

Notes & limits

  • Groq's free tier has token-per-minute limits; the app retries on rate limits. Use llama-3.1-8b-instant for speed, llama-3.3-70b-versatile for quality. Model ids can change — use Custom… in AI settings.

  • Scanned PDFs/images need OCR, which isn't included. PDF resumes use standard Latin fonts.

  • If you use CrewAI ≥ 1.0, install pip install "crewai[litellm]" (Groq goes through LiteLLM) and re-run check_env.py.

  • AI output can be wrong — review before sending or submitting.

  • AI output can be wrong so please review before sending or submitting.

Tests

pip install pytest && pytest -q (offline; covers scheduler, retrieval, text checks, resume PDF/DOCX).

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T14:55:18.139Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Silentsoul8r",
    "href": "https://github.com/SilentSoul8R/Student-Stack-Pro",
    "sourceUrl": "https://github.com/SilentSoul8R/Student-Stack-Pro",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T11:50:37.406Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T11:50:37.406Z",
    "isPublic": true
  },
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-silentsoul8r-student-stack-pro/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

Sponsored

Ads related to Student-Stack-Pro and adjacent AI workflows.