evo-enterprise-qa-pipeline
SkillFiles & storageOrchestrates the end-to-end question-answering pipeline for enterprise Slack data. Parses malformed question.txt files, searches extracted document text for answers (employee IDs, URLs, team member names), tracks token consumption, and writes the final answer.json output.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the evo-enterprise-qa-pipeline skill
What this skill tells your AI
The instructions your AI receives, as published by openlair/openskill in tasks-evolved/enterprise-information-search/environment/skills/evo-enterprise-qa-pipeline/SKILL.md and read by ahel’s review.
End-to-end QA pipeline for enterprise Slack conversation data.
Key Functions
parse_question_file(filepath)- Parse malformed/unquoted JSON question file using YAML trickextract_employee_ids(text)- Extract employee IDs matching eid_XXXXXXXX patternextract_urls(text)- Extract HTTP/HTTPS URLs from textsearch_context_for_answer(messages, keywords, context_window)- Search Slack messages for relevant contextfind_report_authors_and_reviewers(product_data, report_name)- Find who authored and reviewed a reportfind_competitor_insight_providers(product_data, insight_type)- Find who discussed competitor strengths/weaknessesfind_competitor_demo_urls(product_data)- Find demo URLs for competitor productscount_tokens_for_text(text)- Count tokens using tiktoken cl100k_base encodingrun_qa_pipeline(data_dir, question_file, output_file)- Run full pipelinewrite_answer_json(answers, output_file)- Write structured JSON output
Usage
import sys
sys.path.insert(0, "/app/environment/skills/evo-enterprise-qa-pipeline/scripts")
from utils import run_qa_pipeline
run_qa_pipeline("/root/DATA", "/root/question.txt", "/root/answer.json")
Depends On
- evo-enterprise-doc-parser (for document extraction utilities)
Signals
- GitHub stars
- 91
- Forks
- 4
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
evo-enterprise-qa-pipeline- Source
- github.com/openlair/openskill