Personal Profile Generator

Purpose

Generate an evidence-backed personal work profile by collecting multi-source work signals from the current user's authorized workspace, extracting concise traits, saving reusable profile memory when possible, and delivering a readable report plus an optional infographic prompt.

It is designed for portable Feishu/Lark CLI workflows across different users, tenants, and workspaces.

Workflow

1. Establish the user's environment:
   - Locate the available Feishu/Lark CLI command.
   - Check configured profiles and the current authorized user.
   - Never assume a hardcoded profile, tenant, app, local path, or person.
2. Confirm scope only if missing or risky:
   - Target person: default to the current authorized Feishu/Lark user for the selected profile.
   - Time range: default to the last 30 days.
   - Output: default to a markdown report; add infographic prompt unless the user asks for image generation.
3. Collect evidence from available sources:
   - Feishu documents and Wiki pages edited, created, searched, or referenced by the user.
   - Calendar events, meeting titles, meeting notes, and minutes if accessible.
   - Feishu IM groups and messages where permitted.
   - Local persistent memory files and prior profile records if present.
4. Build an evidence ledger before judging:
   - Record source, date, short quote or paraphrase, inferred signal, and confidence.
   - Separate observed facts from interpretation.
   - Prefer repeated signals across sources over one-off anecdotes.
5. Derive three core labels:
   - 工作画像: 7 Chinese characters or fewer.
   - 工作风格: 7 Chinese characters or fewer.
   - 成长方向: 10 Chinese characters or fewer.
6. Generate the report:
   - Load references/profile-schema.md.
   - Follow its report sections, core trait constraints, evidence ledger, quality bar, and save format.
   - For Chinese-facing maintenance, use references/zh-CN-output-spec.md as the Chinese companion spec.
7. Persist the result when a persistence mechanism is available:
   - Prefer the user's existing profile store or memory convention.
   - If no store exists, create/update a local JSON file only when the user asked for a saved artifact.
8. Optionally create or prompt an infographic:
   - Use a hand-drawn, warm, structured information-card style.
   - Include the three labels, capability tags, evidence highlights, representative scenarios, and track advice.
   - If the user asks to generate the image directly, load references/infographic-generation.md, build the final image prompt from the profile, then call the image generation tool.

Evidence Rules

• Do not invent inaccessible data. Say which sources were unavailable or unauthorized.
• Do not request broad permissions silently. Explain missing scopes and ask before initiating a new authorization flow.
• Do not overfit on a single document, meeting, or message.
• Keep sensitive raw chat excerpts minimal; paraphrase unless the exact wording matters.
• Treat profile labels as hypotheses grounded in evidence, not fixed judgments.
• When data is thin, produce a "low-confidence draft" and list the missing evidence needed.

Feishu CLI Collection

When the task involves Feishu/Lark data, read references/feishu-cli.md for portable command patterns, profile discovery, authorization, and scope checks.

Reference Routing

Load reference files on demand for the current task; do not load every reference by default.

• references/feishu-cli.md: portable Feishu/Lark CLI setup, profile selection, authorization, and data collection.
• references/profile-schema.md: final report sections, core trait constraints, evidence ledger, save format, and infographic data contract.
• references/infographic-generation.md: hand-drawn image, visual card, poster, infographic, or profile map generation requirements.

Chinese reference versions are available for maintainers and Chinese-speaking users:

• references/zh-CN-overview.md: Chinese usage overview and workflow.
• references/zh-CN-feishu-cli.md: Portable Feishu/Lark CLI setup and data collection guide.
• references/zh-CN-output-spec.md: Chinese output schema, quality bar, and infographic prompt guide.