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Aditya Thiruvengadamclaude
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docs: remove get_schema and research_web tools and the schema-and-web page
Delete the Schema & web tool reference page and strip references to get_schema and research_web from the tool overview, three how-to guides, and the bundled skill prompt. Retitle the skill's section I to "Raw SQL (advanced fallback)" since only execute_query remains. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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docs/docs.json

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"tools/artifacts",
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"tools/context-graph",
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"tools/objectives",
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"tools/workspace",
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"tools/schema-and-web"
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"tools/workspace"
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]
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}
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]

docs/guides/code-and-agents.mdx

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<Step title="Confirm observation shape">
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Call [`list_process_observations`](/tools/observations-and-changes) and [`get_observation_activity_timeline`](/tools/observations-and-changes) on a sample observation. The assistant now knows the real fields and timing semantics.
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</Step>
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<Step title="Pull schema if the code touches the DB">
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Call [`get_schema`](/tools/schema-and-web) for the full PostgreSQL schema. Treat it as last-resort context — prefer typed tools where they exist.
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</Step>
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<Step title="Generate, test, iterate">
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Standard code-gen loop, but every assumption is checkable against a live MCP call.
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</Step>

docs/guides/deep-research.mdx

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Call [`get_process_observations`](/tools/observations-and-changes) and [`get_observation_activity_timeline`](/tools/observations-and-changes) — your real deviations, not assumed ones.
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</Step>
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<Step title="Pull external context">
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Use the client's web search (or [`research_web`](/tools/schema-and-web) if you need it inside the MCP loop) to gather published frameworks, vendor positioning, or regulatory guidance.
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Use the client's web search to gather published frameworks, vendor positioning, or regulatory guidance.
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</Step>
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<Step title="Synthesize the gap">
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"Your process does X today, with these deviations. The framework recommends Y. The gap is Z — here's the evidence for both sides."

docs/guides/find-opportunities.mdx

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<Step title="Synthesize a ranked candidate set">
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Process IDs, observation counts, dependency depth, similarity to known patterns, evidence trail.
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</Step>
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<Step title="Cross-check vendor tooling (optional)">
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Call [`research_web`](/tools/schema-and-web) on the highest-ranked candidates to see if there's published vendor or framework guidance worth pulling in.
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</Step>
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</Steps>
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## What to surface in the brief

docs/tools/overview.mdx

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| [Context Graph](/tools/context-graph) | Entities, communities, relationships, lineage | The question is relational |
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| [Objectives](/tools/objectives) | Advisor objective findings, actions, agent state | The user is continuing in-flight transformation work |
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| [Workspace](/tools/workspace) | List workspaces, switch active workspace, attribute configs | Orienting before drilling in, or switching context |
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| [Schema & web](/tools/schema-and-web) | Database schema, raw SQL, web research | Last-resort fallback for analytics or external context |
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## Before you call
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docs/tools/schema-and-web.mdx

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skills/klarity-process-context-graph/tools.md

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---
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## I. Database & schema (advanced fallback)
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## I. Raw SQL (advanced fallback)
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| Tool | When to use |
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|---|---|
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| `get_schema` | Read the workspace database schema. |
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| `execute_query` | Raw SQL against the workspace DB. **Last resort** — prefer the typed tools above. Useful when the customer asks an analytics question no typed tool covers. |
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---
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## J. Web research
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| Tool | When to use |
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|---|---|
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| `research_web` | Research a topic on the public web. Use sparingly — Klarity's value is grounded in the customer's workspace, not the open web. |
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---
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## K. Workspace attributes & sessions
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## J. Workspace attributes & sessions
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| Tool | When to use |
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|---|---|
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- `get_downstream_dependencies` — first cut at blast radius.
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10. Synthesize a ranked candidate set: process IDs, observation counts,
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dependency depth, similarity to known patterns, evidence trail.
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11. Optional: `research_web` to cross-check vendor automation tooling
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for the highest-ranked candidates.
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### Scenario 4 — Form a transformation thesis on a chosen process or value stream
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