ai-research-output-publisher · v0.1.0 · 2026-05-24 · sha256 59e8e9a80cc4c205
ai-research-output-publisher v0.1.0A
Immutable. This exact content never changes and is served at /api/v1/blob/59e8e9a80cc4c205.
---
name: ai-research-output-publisher
description: Use when turning finished AI research results into clear chat messages, copy-ready summaries, duration metrics, PSPin/deep-research links, and optional Notion pages without exposing private data.
version: 0.1.0
author: Hermes Agent
license: MIT
metadata:
hermes:
tags: [ai-research, output, notion, clipboard, reporting, deep-research]
related_skills: [ai-research-browser, oracle-ai-research-e2e, notion]
---
# AI Research Output Publisher
Use this skill after a Deep Research, Agent, or long AI workflow has finished and you need a polished result message plus optional Notion sync.
It does not run the browser workflow itself. It consumes a result JSON file from `ai-research-browser`, Oracle harvest output, or another orchestrator and produces:
- a clear chat message with icon, readable links, and copy-ready summary text;
- support for multiple research results in one notification;
- average research duration and total duration metrics;
- a Notion page payload where the summary appears above the full text;
- optional live Notion page creation only when explicitly allowed.
- optional live chat/webhook delivery only when explicitly allowed.
## Safe Default
Render a message and Notion payload without external writes:
```bash
python3 skills/productivity/ai-research-output-publisher/scripts/ai_research_output_publisher.py render \
--input /tmp/research-results.json \
--message-output /tmp/research-message.md \
--payload-output /tmp/research-notion-payload.json
```
The chat message includes summary text by default. Add `--chat-summary off` when only links and metrics should be shown.
Secret-like values are redacted by default (`--privacy redacted`), including emails, obvious API tokens, bearer headers, proxy credentials, and URL query strings. Use `--privacy full` only for private/local artifacts that must preserve exact text.
Try the bundled public-safe example:
```bash
python3 skills/productivity/ai-research-output-publisher/scripts/ai_research_output_publisher.py render \
--input skills/productivity/ai-research-output-publisher/examples/research-results.example.json
```
Expected message shape: [examples/research-message.example.md](examples/research-message.example.md).
## Input Shape
```json
{
"job_id": "research-batch-001",
"title": "Weekly AI research",
"results": [
{
"title": "Obsidian AI plugins",
"provider": "gemini",
"mode": "deep-research",
"status": "completed",
"deep_research_url": "https://example.com/research",
"pspin_url": "https://example.com/pin",
"summary": "Short summary shown in chat and at the top of Notion.",
"text": "Full research report.",
"research_duration_seconds": 720,
"total_duration_seconds": 900
}
]
}
```
The script accepts `research_url`, `deep_research_url`, `chat_url`, or `source_url` for the main research link.
## Publish To Notion
Live Notion writes require explicit opt-in:
```bash
NOTION_API_KEY="secret-token" \
python3 skills/productivity/ai-research-output-publisher/scripts/ai_research_output_publisher.py publish-notion \
--input /tmp/research-results.json \
--parent-page-id "<notion-parent-page-id>" \
--allow-external-write
```
Without `--allow-external-write`, the command writes only the planned Notion payload.
Live writes still use redacted mode by default; pass `--privacy full` only when the destination workspace is allowed to receive the exact captured text.
## Send Chat Notification
Prepare a chat/webhook notification without sending:
```bash
python3 skills/productivity/ai-research-output-publisher/scripts/ai_research_output_publisher.py send-chat \
--input /tmp/research-results.json \
--channel webhook \
--webhook-url "https://example.invalid/research-webhook"
```
Live delivery requires explicit opt-in:
```bash
python3 skills/productivity/ai-research-output-publisher/scripts/ai_research_output_publisher.py send-chat \
--input /tmp/research-results.json \
--channel discord \
--webhook-url "<discord-webhook-url>" \
--allow-external-write
```
Supported channels are `webhook`, `discord`, and `telegram`. Tokens and destinations must come from local environment variables or CLI arguments and must never be committed.
## Output Contract
Each notification includes:
- an icon-based headline;
- one row per completed result;
- readable Markdown links for Deep Research and PSPin;
- average research duration and average total duration;
- copy-ready summary text;
- button metadata for copy, Deep Research, PSPin, and Notion page actions.
- optional `chat_delivery` status when sent through the gated `send-chat` command.
## Verification
Run the deterministic local E2E test:
```bash
python3 -m unittest discover -s skills/productivity/ai-research-output-publisher/tests -p 'test_*.py'
```
The tests use fake input and a local fake Notion endpoint. They do not write to a real workspace.