Agent Skill Fine-Tuner

Fine-tune complete. The daily-market-digest skill carries 7 requirements: 1 is compatible as written, 4 adapt through substitution, and 2 are blocking and reported below. The revised skill is delivered as daily-market-digest-tuned.md, with the full audit in fine-tune-report.md.

1. Original composition

• Tools: web_fetch, stock_price, send_email, slack_post, console logging
• Permissions: network access, file write
• Connections: stock price API, email service, Slack
• Knowledge: one headline source URL
• Runtime: cron schedule at 8:00 AM daily; fixed output path /var/digest/today.md
• Model demands: standard two-sentence summarization
• Workflow: autonomous unattended run, delivery to team email and a Slack channel

2. Agent profile (stated by you, checked against my runtime)

• Tools: file read, file write, web search connector, email connector
• Execution model: runs when invoked; no scheduler
• Absent: browser control, terminal, Slack connection

3. Compatibility matrix

4. Revisions made

• Tool substitution: the headline fetch becomes a search connector query plus opening the source page when reachable; when the page cannot be opened, the digest builds from search snippets and says so in its header.
• Tool substitution with dating: stock_price becomes a search lookup; each price is labeled with its retrieval date, since search results can lag live quotes.
• Environment normalization: the digest writes to ./daily-market-digest/today.md, created on first run; the original /var/digest/ path is unverified on your setup.
• Output generalization: console logging becomes a completion note in the chat reply, including which retrieval path ran.
• Blocking (Slack): the three-line summary now rides in the email body so the team still gets the short version. The requirement stays in the skill notes; any messaging connector or webhook would unblock it fully.
• Blocking (schedule): the skill runs on request. A platform-level scheduled task invoking the agent at 8:00 AM restores the original cadence.

5. Blocking findings

• Slack posting: unblocked by a Slack connector, webhook, or any messaging integration.
• 8:00 AM scheduling: unblocked by a platform scheduler that invokes the agent daily.

Revised skill (daily-market-digest-tuned.md):

---
name: daily-market-digest
description: Build and distribute a short market digest for the team. Runs on request; a platform scheduler can invoke the agent daily at 8:00 AM to keep the original cadence.
---

# Daily Market Digest

1. Retrieve the day's top market headlines: query the search connector for the source's latest market headlines and open the source page when reachable. When the page cannot be opened, build the digest from the search snippets and note the substitution in the digest header.
2. For each company mentioned, look up the current share price through the search connector. Label each price with its retrieval date, since search results can lag live quotes.
3. Summarize each headline in two sentences.
4. Write the digest to ./daily-market-digest/today.md, creating the folder on first run.
5. Send the full digest with the email connector to team@company.com, appending the three-line summary to the email body so the team receives the short version in the same message.
6. Report completion in the chat reply, including which retrieval path ran.

Notes: the original skill posted the three-line summary to #markets on Slack; this agent has no Slack connector, so the summary rides in the email until one is added. The original 8:00 AM cron cadence needs a platform-level scheduled task that invokes this agent daily.

Next steps: install the tuned skill and run it once on request to check the output shape; set a platform scheduled task at 8:00 AM if you want the daily cadence back; a Slack connector would fully unblock the channel posting.

One question before we finish: would you like this skill tuned further to your specific needs?