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Ontology Bootstrap

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Build the first trustworthy ontology for an empty or starter-only Atlas vault from Atlas MCP evidence, with independent source-hidden qualification and exact human plan acceptance before any write.

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  • Added September 2, 2026
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Works with

  • cli
  • mcp

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Scanned October 2, 2026

npx -y skills add wlsdks/ontology-atlas --skill ontology-bootstrap --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: ontology-bootstrap
description: Build the first trustworthy ontology for an empty or starter-only Atlas vault from Atlas MCP evidence, with independent source-hidden qualification and exact human plan acceptance before any write.
when_to_use: Use when the user asks to analyze a codebase into an ontology, bootstrap or fill a vault, or extract product meaning from a repository, or when a requested ontology task finds only starter nodes. Not for vaults with 20+ curated nodes (use /ontology-sync); that is a workflow threshold, never a vault or project node limit.
---

# Bootstrap a trustworthy ontology

Create a shared meaning model, not a labeled file tree. Treat repository
structure as implementation evidence. Never promote a folder, package, README
heading, or model-generated phrase into a business concept without a definition
and source-backed justification.

Use only ontology-atlas MCP tools for the core workflow. Do not depend on
other skills, shell search, or an AST index. Those may exist, but a
plain agent connected only to Atlas must still succeed at the meaning model.
The optional, bounded task-navigation enrichment in the construction guide is
the sole exception: after meaning selects a stable element, a source-aware
builder may use an available local source reader to verify exact coordinates
that Atlas then checks again. Navigation may remain unknown without blocking
the core model.

## Meaning contract

The normative five-kind discriminator, relation support matrix, direct
`is_a` test, and inference/standards boundary live only in the
[Atlas meta-model specification](../../../docs/ONTOLOGY-ATLAS-SPEC.md#2-the-five-authorable-node-kinds-and-reserved-reader-kind).
This skill owns the bootstrap sequence and evidence/approval states; it does
not redefine the model. If the linked file is unavailable, use the compact
meta-model boundary supplied by the connected Atlas MCP instructions.

Keep these epistemic states separate:

- `observed`: directly present in a returned source excerpt, path, package, or
  import.
- `proposed`: an interpretation supported by observed evidence but not yet
  accepted by the user.
- `shared`: a user-approved concept persisted in the vault.

Before extracting concepts, read
[guides/meaning-extraction.md](guides/meaning-extraction.md). Apply its
definition, boundary, evidence, naming, relation, and self-audit rules.

## Workflow

### 1. Confirm cold-start scope

Call:

```text
connection_info({})
list_kinds({})
```

Compare both roots returned by `connection_info` with the intended absolute
vault and repository before calling `list_kinds` or reading project evidence.
On any mismatch, stop that process immediately; do not send a harmless-looking
read to learn whether the wrong server might still work. A source checkout that
already exposes its own dogfood MCP is especially easy to mistake for the new
vault.

For an in-session scratch run that cannot restart in the target folder, prepare
`scripts/rooted-mcp-read.mjs` before the first measured call. Resolve the script
relative to the directory containing this `SKILL.md`, never relative to the
repository root. Run its `schema` discovery once, author the input from the
emitted JSON Schema and example. The bootstrap invocation is the resolved script
with the single positional argument `schema`; do not add `--schema`, `--output`,
or use an empty invocation. Then make one `--input` / `--output` call for
each deliberately authored read packet; do not retry a packet to probe CLI forms
or inspect implementation source. The input names the
absolute source-checkout JavaScript `serverPath`, absolute `vaultRoot` /
`repoRoot`, and an ordered read request list. The runner itself invokes and
verifies `connection_info` first, exposes only read/analysis operations, and
writes one transcript only after every read succeeds. It is not a write path;
accepted plans still use the normal MCP writer tools after the human gate.

Continue when the vault is empty, contains only starter/example nodes, or the
user explicitly requests a rebuild. If it has 20+ curated nodes, use
`ontology-sync` unless the user explicitly asks for re-bootstrap. This only
chooses the safer workflow; Atlas has no whole-vault or per-project node cap.

### Steps 2–10: continue by phase

Open only the guide for the current phase. Complete every phase in order; this
routing changes when detail is read, not the required evidence or approval.

| Steps | Current work | Guide | Completion boundary |
|---|---|---|---|
| 2–8 | Collect one read-only packet, build the evidence ledger, extract meaning business-to-code, add explainable relations, answer every competency question, run the meaning audit, and produce the non-writing review plan | [Construction](guides/construction.md) | Evidence ledger, definitions, relations, competency answers, meaning audit, and full `reviewPlan` with `canWrite: false` |
| 9 | Seal once, run the isolated source-hidden and source-aware lanes, join, show the exact plan, and obtain exact-plan acceptance | [Qualification](guides/qualification.md) | Independent qualification evidence, the named owner's exact acceptance, and an executable `writePlan` equal to the shown `reviewPlan` |
| 10 | Write the released rows unchanged, read them back byte-for-byte, validate, compile, connect source, and finalize | [Persistence](guides/persistence.md) | Authorized writes, full readback, validation, compilation, and `finalize_project_meaning` |

Do not enter persistence because source analysis, structural validation, or code
approval passed; the qualification guide owns the exact acceptance boundary. The
builder never evaluates its own construction. When a plan changes, restart at
construction step 8 with a new digest and fresh acceptance. Report unfinished
phases and the exact missing evidence.

## Stop conditions

Stop without writes when:

- evidence cannot establish the project outcome;
- proposed domains are only folders, teams, technologies, or README sections;
- a capability cannot be defined without naming its implementation;
- important sources contradict one another and the user has not resolved them;
- an independent evaluator or complete source-hidden task is unavailable;
- the user has not approved the proposed meaning;
- the plan/source digest changed after approval or any required gap was not
  explicitly accepted;
- the MCP reports a mismatched vault and the target write location is unclear.

Unknown is a valid result. An invented ontology is not.

Files in this skill

  • SKILL.md37 KB
  • guides/meaning-extraction.md6.9 KB
  • scripts/qualification-handoff.test.mjs94.3 KB
  • scripts/rooted-mcp-read.mjs17.5 KB
  • scripts/rooted-mcp-read.test.mjs13.8 KB

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