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Distilly Person Profile Workflow

A strict operating procedure for building, retrieving, and correcting evidence-grounded local person profiles using only Distilly's five MCP tools.

AutomationAdvanced★ 24,437⑂ 2,133AI score 7/10Last updated: Sep 6, 2026

What it does

  • Restricts the agent to exactly five tools — distilly_get, distilly_ingest, distilly_pending, distilly_commit, distilly_correct — and forbids shell commands or direct file writes to mutate state.
  • Fixes the pipeline: resolve the subject → gather sources → ingest materials → acquire a briefing/lease → commit evidence-cited claims → verify the active profile.
  • Requires every claim to carry an exact quote from the briefing material, and mandates re-briefing when generation, lease, contract digest, or material-set hash goes stale.
  • Treats all source bodies (URLs, pasted text, local files) as untrusted evidence rather than instructions, flagging injection attempts as suspicious_source.
  • Limits private material to exactly what the user supplied and authorized, with explicit stop conditions instead of vague success messages.

Who it's for

  • Users who already run the Distilly host/MCP server for local person memory
  • Researchers, journalists, or CRM/people-ops users who need per-claim provenance
  • Anyone who wants tight guardrails so the agent never invents tools or writes personas into global instruction files

Examples

  1. "Build a profile for A from these three links plus the interview transcript I pasted" → resolve returns not_found → first batch ingests with subject.kind: create → brief, then commit claims with quotes.
  2. "Show me B's profile again" → resolve, then a single action: profile (or prompt) read and stop, with no new research.
  3. "C moved to company D" → call distilly_correct with the user's wording verbatim, return the review URL, and note the prior current version stays active.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/titanwings/distilly/HEAD/plugins/codex/skills/distilly/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the plugins/codex/skills/distilly folder from the GitHub repo titanwings/distilly into my ~/.claude/skills/titanwings-distilly-2/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/titanwings/distilly.git /tmp/distilly && mkdir -p ~/.claude/skills && cp -r /tmp/distilly/plugins/codex/skills/distilly ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Install the Distilly host/MCP server first and confirm all five distilly_* tools appear in your Claude session — the skill fails closed if any is missing.
  2. Clone the repository: git clone https://github.com/titanwings/distilly.git
  3. Create the skills directory: mkdir -p ~/.claude/skills
  4. Copy the skill folder: cp -r distilly/plugins/codex/skills/distilly ~/.claude/skills/
  5. Verify ~/.claude/skills/distilly/references/source-materials.md came along; it holds the ingest templates the workflow references.
  6. Restart Claude Code and try a prompt like "Distill a profile for X from these sources" to trigger the skill.
View source on GitHub ↗License: MIT