docs(site): multilevel nav & IA redesign proposal (Lume nav plugin)

[rickylabs]

Summary

Restructures the docs-site sidebar from the hand-rolled flat navSections array (13 sections, 147 entries / 110 unique hrefs, 37 duplicate listings, 14 nav-unlisted pillar guides) to a five-lane multilevel nav — Start · Learn · Build · Reference · Concepts — driven by the Lume nav plugin. The nine capability pillars are kept and stay contiguous inside the Build lane; the 27 /how-to/ recipes moved into per-pillar how-to/ subfolders with oldUrl meta-refresh shims at every old URL. The full design rationale, arborescence, and migration record live in docs/site/_plan/10-nav-ia-redesign.md.

Produced by a supervised multi-agent design run (4 audits → 3 IA proposals → 3 adversarial judges → synthesis), implemented in build-gated slices, validated by the OpenHands docs-accuracy evaluator.

Scope

• Archetype / area: docs (docs/site only — no packages//plugins/ source)

Slices

• S(proposal) Full IA proposal document — 546a974
• S(eval-fix) Proposal corrections per OpenHands FAIL_FIX (verified against Lume v2.5.4 source) — aef7fdc
• S0 nav + redirects plugins registered; site-wide order/nav_hide front matter — 24e41a6
• S1 Register orphan reference/mcp + 2 missing howto: xref keys — 257520f
• S2+S3 Move 27 recipes + agent-tooling into pillars (oldUrl shims, xref retargets, 9 recipe indexes) — 111d71a
• S4 Five-lane sidebar via nav.menu() + recursive <details> partial; nav.breadcrumb(); reference auto next/prev; navSections deleted — eeb6339
• S5 Hardcoded link sweep to canonical pillar URLs (72 files) — b5991fe
• S6a Hub Learn/Do/Look-up/Understand card grids, tutorial hand-offs, explanation altitude notes — 9c59bd4
• S6b Authored pages: all-recipes catalog, concepts altitude, CLI cheat-sheet, AI engine guide, agent-tooling reframe, new /quickstart/aspire/ — c813dff

Validation

• deno task verify (build + check-internal-links + caveat refs) run green after every slice; final: 29,651 internal links across 213 pages — all resolve, exit 0.
• OpenHands docs-accuracy verdict for head c813dff: OPENHANDS_VERDICT: PASS (run 29656039826, model kimi-k2.6): 0 blocking findings; all aspire-quickstart and CLI cheat-sheet commands hand-verified against CLI source; 3-move sample confirmed body-clean moves (all 27 moves 93–99% similarity, front-matter-only) with correct redirect stubs; 0 hallucinated commands/flags/paths.
• Earlier evaluator history: proposal-stage FAIL_FIX findings confirmed against pinned Lume v2.5.4 source and fixed (aef7fdc); two minimax-m3 runs iteration-capped before the model switch to the repo default.
• Redirect stubs verified in built output; sidebar render spot-checked (5 lanes, alphabetical reference lane, NN-ordered chapters, curated pillar order, active-path auto-open, lane-prefixed breadcrumbs, reference auto next/prev).
• Two Lume behaviors discovered and documented in _data.ts: undefined order destabilizes the multi-field sort comparator; index pages share basename — hence the cascaded order: 0 default and the "order url" sort.

Harness

• Phase: impl-eval PASS (OpenHands evaluator, separate session, open model) → ready for merge review.

Definition of Done

• Arborescence + §8 decisions ratified (maintainer authorized implementation 2026-07-18; recommendations adopted: recipe moves accepted, D-E1 amended, queue recipes → Data & Persistence, /quickstart/aspire/ authored)
• Implementation slices S0–S6 landed with green link-checker after each slice
• Sidebar renders 5 lanes / max depth 3 via nav.menu(); navSections deleted
• All 28 moved URLs ship oldUrl redirects + xref retargets; aiTooling (llms.txt + .md twins) regenerated at build
• 9 pillar-hub card-grid sections landed (re-landing de-cross-listed links)
• OpenHands docs-accuracy PASS on the implementation head (run 29656039826)

Drift / Debt

• concepts.vto carries a pre-existing "Still beta" callout that contradicts the locked Alpha framing (and the topbar badge). Pre-dates this PR; left untouched — flagged for a separate tone-alignment pass.
• Evaluator lane note: minimax-m3 could not converge on multi-file review scopes (two iteration-cap failures); the repo-default kimi-k2.6 completed the same scope in one run. Worth reflecting in the docs-eval default trigger template.

🤖 Generated with Claude Code

https://claude.ai/code/session_01UVD6TpugadnV8aQw6mcGV6

[rickylabs]

@openhands-agent model=openrouter/minimax/minimax-m3 output=pr-comment iterations=100

use harness

SKILL

• netscript-harness — preserve evaluator separation and record a concise, evidence-based verdict.
• netscript-tools — use repository-native commands and keep lock/worktree state clean.
• openhands-handoff — honor the pr-comment output contract and write the required summary.
• netscript-cli — hand-test scaffold and documented CLI commands when executable claims exist.
• rtk — keep changed-file and command inspection compact.

Act as a cheap-and-quick documentation accuracy evaluator. Do not edit source, documentation,
deno.lock, or run artifacts, and do not create commits. Write the complete result to
OPENHANDS_SUMMARY_PATH; output mode pr-comment will publish that result as the single PR
comment.

1. Identify every changed documentation file in this PR and read each one fully. Include Markdown,
   MDX, READMEs, RFCs, harness/process docs, and skill instructions; do not review only the diff
   hunks.
2. For every executable claim, QUICKLY hand-test the exact documented command or snippet from the
   repository root. Use the smallest representative scaffold/workspace needed, compare real output
   and generated paths with the document's claim, and stop after the highest-value small checks. Do
   not substitute a full expensive E2E suite for a focused manual check.
3. If the changed set contains no executable command, snippet, flag, verb, or path claim, say
   exactly:
   No executable documentation claims in this changed set; manual command testing was not applicable.
   Full accuracy and hallucination review is still mandatory.
4. Check every named command verb, flag, file path, package, API, and expected output against the
   repository. Any hallucinated or nonexistent verb, flag, or path is a BLOCKING finding.
5. Return a compact per-file table with accurate, inaccurate, or unverifiable, the commands or
   snippets tested, observed-versus-claimed output, and blocking findings. End with one overall
   PASS or FAIL_FIX verdict and a short list of exact fixes.

Keep the iteration budget small. Prefer one to three decisive manual checks over broad exploration,
but never omit a changed documentation file from the per-file verdict table.

[rickylabs]

OpenHands Agent — Agent failed

OPENHANDS_VERDICT: NONE

Model: openrouter/minimax/minimax-m3
Provider: OPENROUTER
Job status: failure
Verdict source: none
Summary source: none
Housekeeping: ack=success trace=success commit-artifacts=success replies=skipped draft-pr=skipped
Trace: .llm/tmp/run/openhands/pr-865/run-29651071767-1 (in the Actions artifact)
Artifact: openhands-agent-29651071767-1

OpenHands Agent Summary

The agent run failed before producing a summary.

This is a workflow failure, not a task verdict.

Diagnostics

• Bootstrap: success
• Agent: failure
• Model: openrouter/minimax/minimax-m3
• Provider: OPENROUTER
• Output mode: pr-comment
• Run: https://github.com/rickylabs/netscript/actions/runs/29651071767

See the uploaded Actions artifact for bootstrap.log and agent.log when present.

Run: https://github.com/rickylabs/netscript/actions/runs/29651071767

[rickylabs]

@openhands-agent model=openrouter/minimax/minimax-m3 output=pr-comment iterations=100

use harness

SKILL

• netscript-harness — preserve evaluator separation and record a concise, evidence-based verdict.
• netscript-tools — use repository-native commands and keep lock/worktree state clean.
• openhands-handoff — honor the pr-comment output contract and write the required summary.
• netscript-cli — hand-test scaffold and documented CLI commands when executable claims exist.
• rtk — keep changed-file and command inspection compact.

Act as a cheap-and-quick documentation accuracy evaluator. Do not edit source, documentation,
deno.lock, or run artifacts, and do not create commits. Write the complete result to
OPENHANDS_SUMMARY_PATH; output mode pr-comment will publish that result as the single PR
comment.

1. Identify every changed documentation file in this PR and read each one fully. Include Markdown,
   MDX, READMEs, RFCs, harness/process docs, and skill instructions; do not review only the diff
   hunks.
2. For every executable claim, QUICKLY hand-test the exact documented command or snippet from the
   repository root. Use the smallest representative scaffold/workspace needed, compare real output
   and generated paths with the document's claim, and stop after the highest-value small checks. Do
   not substitute a full expensive E2E suite for a focused manual check.
3. If the changed set contains no executable command, snippet, flag, verb, or path claim, say
   exactly:
   No executable documentation claims in this changed set; manual command testing was not applicable.
   Full accuracy and hallucination review is still mandatory.
4. Check every named command verb, flag, file path, package, API, and expected output against the
   repository. Any hallucinated or nonexistent verb, flag, or path is a BLOCKING finding.
5. Return a compact per-file table with accurate, inaccurate, or unverifiable, the commands or
   snippets tested, observed-versus-claimed output, and blocking findings. End with one overall
   PASS or FAIL_FIX verdict and a short list of exact fixes.

Keep the iteration budget small. Prefer one to three decisive manual checks over broad exploration,
but never omit a changed documentation file from the per-file verdict table.

---

Generated by Claude Code

[rickylabs]

OpenHands Agent — Completed

OPENHANDS_VERDICT: FAIL_FIX

Model: openrouter/minimax/minimax-m3
Provider: OPENROUTER
Job status: success
Verdict source: summary-file
Summary source: agent
Housekeeping: ack=success trace=success commit-artifacts=success replies=skipped draft-pr=skipped
Trace: .llm/tmp/run/openhands/pr-865/run-29652789406-1 (in the Actions artifact)
Artifact: openhands-agent-29652789406-1

OPENHANDS_VERDICT: FAIL_FIX

Summary

Audited the only changed documentation file, docs/site/_plan/10-nav-ia-redesign.md, in full against the live repository and pinned Lume v2.5.4 source. The proposal is not accurate enough to approve because its redirect behavior and some verification/count statements are wrong.

Changes

No repository files were changed. No source, documentation, lock file, or artifacts were edited.

Validation

File	Verdict	Commands/snippets tested and evidence
docs/site/_plan/10-nav-ia-redesign.md	inaccurate	Read all 469 lines. Inspected docs/site/_data.ts, docs/site/_data/xref.ts, relevant docs paths, and pinned Lume plugin source. Current navSections has 13 section objects and 147 href occurrences, with 110 unique hrefs and 37 duplicate extras; the proposal's “~120 always-visible links” is an imprecise count, while its 37 duplicate listings is exact under duplicate-extra counting. Current referenceUnits has 33 entries, while the proposal says 32 units and says mcp is now registered. mcp is absent from both current registration lists, though its directory exists on disk. The proposal's “16 existing shims under /capabilities/*.md” should say 16 non-index shims (there are 17 Markdown files including index.md). The repository has 28 top-level how-to/*.md files including index.md, i.e. 27 recipe files, so that count is accurate. The 32 direct reference directories claim is accurate, but it is conflated with 33 manually registered entries and the nested ai/skills, cli/commands, and telemetry/convention pages. “Every folder already has index.md” is false without narrowing scope: source authoring directories such as _components, _data, _includes, _plan, assets, and styles do not have one; the generated _site/ was ignored and excluded from this assessment. The proposal also says 13 pillar guides are orphaned; a direct current-nav comparison found 14 unlisted pillar-guide pages across the nine pillars, including /web-layer/fresh-ui/, /services-sdk/sdk/, /services-sdk/services/, /background-processing/polyglot-tasks/, /background-processing/workers/, /durable-workflows/sagas/, /durable-workflows/streams/, /durable-workflows/triggers/, /data-persistence/database/, /data-persistence/kv-queues-cron/, /identity-access/auth/, /orchestration-runtime/runtime-config/, /observability/telemetry/, and /ai/agent-tooling/.

Executable claims tested

1. Lume next/previous-page signature — The proposal claims nav.nextPage(url, basePath, query, sort) and documents nav.nextPage(url, "/reference/", "", "order basename"). Against the pinned v2.5.4 source, the actual signature is nextPage(url, query?, sort?); there is no basePath argument. A real minimal Nav scaffold showed the documented four-argument call interpreted "/reference/" as the query and returned undefined, while the actual three-argument call nextPage(url, "", "order basename") returned the next page. BLOCKING: hallucinated/nonexistent basePath argument and broken documented call.
2. Lume nav.menu query and sort — The proposal's nav.menu(root, "nav_hide!=true", "order basename") uses valid v2.5.4 query negation and multi-field sort grammar. The source confirms != filtering and whitespace-separated sort fields. This claim is accurate, subject to the proposal adding the necessary nav registration and page metadata.
3. Lume redirects behavior — The proposal says oldUrl front matter on a destination page is handled by the redirects plugin and auto-sets unlisted: true. The pinned redirects plugin source does not set unlisted: true; its HTML strategy creates a generated redirect page with isRedirect: true. The repository currently uses layout: layouts/redirect.vto with redirectTo: shims. BLOCKING: claimed auto-unlisted behavior is unsupported by the pinned plugin/source inspected.
4. deno task verify — Hand-tested from docs/site; it is defined in docs/site/deno.json and completed successfully. It generated 531 files, check:links reported 25,189 internal links across 175 pages with all links resolving, and check:caveats reported 27 caveat markers with all references resolving. This claim is accurate.

Remaining risks

The proposal contains future-state design assumptions that cannot be verified without implementing the migration, including the exact post-migration orphan count, future page counts, redirect wiring, aiTooling regeneration, and recursive template integration. These should be presented as estimates or rechecked after implementation. The statement “every count re-verified against the live repo” is contradicted by the concrete registration, orphan, and redirect discrepancies above.

Blocking findings and exact fixes

• Replace the documented nav.nextPage(url, "/reference/", "", "order basename") call and claimed signature with the actual v2.5.4 API: nav.nextPage(url, query, sort); base-path scoping is not a second positional argument.
• Remove the claim that the redirects plugin auto-sets unlisted: true; document the actual redirect mechanism and explicitly add/filter redirect pages if needed.
• Clarify “16 existing shims” as the 16 non-index shim files, or correct the count to 17 files including index.md.
• Narrow or qualify “Every folder already has index.md” to the actual content navigation roots, and show the exact scope used for that verification.
• Correct the current orphan baseline from 13 to 14, or define the excluded /ai/agent-tooling/ page explicitly if the intended scope omits it.

OPENHANDS_VERDICT: FAIL_FIX

Run: https://github.com/rickylabs/netscript/actions/runs/29652789406

[rickylabs]

@openhands-agent model=openrouter/minimax/minimax-m3 output=pr-comment iterations=100

use harness

SKILL

• netscript-harness — preserve evaluator separation and record a concise, evidence-based verdict.
• netscript-tools — use repository-native commands and keep lock/worktree state clean.
• openhands-handoff — honor the pr-comment output contract and write the required summary.
• netscript-cli — hand-test scaffold and documented CLI commands when executable claims exist.
• rtk — keep changed-file and command inspection compact.

Act as a cheap-and-quick documentation accuracy evaluator. Do not edit source, documentation,
deno.lock, or run artifacts, and do not create commits. Write the complete result to
OPENHANDS_SUMMARY_PATH; output mode pr-comment will publish that result as the single PR
comment.

1. Identify every changed documentation file in this PR and read each one fully. Include Markdown,
   MDX, READMEs, RFCs, harness/process docs, and skill instructions; do not review only the diff
   hunks.
2. For every executable claim, QUICKLY hand-test the exact documented command or snippet from the
   repository root. Use the smallest representative scaffold/workspace needed, compare real output
   and generated paths with the document's claim, and stop after the highest-value small checks. Do
   not substitute a full expensive E2E suite for a focused manual check.
3. If the changed set contains no executable command, snippet, flag, verb, or path claim, say
   exactly:
   No executable documentation claims in this changed set; manual command testing was not applicable.
   Full accuracy and hallucination review is still mandatory.
4. Check every named command verb, flag, file path, package, API, and expected output against the
   repository. Any hallucinated or nonexistent verb, flag, or path is a BLOCKING finding.
5. Return a compact per-file table with accurate, inaccurate, or unverifiable, the commands or
   snippets tested, observed-versus-claimed output, and blocking findings. End with one overall
   PASS or FAIL_FIX verdict and a short list of exact fixes.

Keep the iteration budget small. Prefer one to three decisive manual checks over broad exploration,
but never omit a changed documentation file from the per-file verdict table.

[rickylabs]

OpenHands Agent — Agent failed

OPENHANDS_VERDICT: NONE

Model: openrouter/minimax/minimax-m3
Provider: OPENROUTER
Job status: failure
Verdict source: none
Summary source: synthesized-after-iteration-limit
Housekeeping: ack=success trace=success commit-artifacts=success replies=skipped draft-pr=skipped
Trace: .llm/tmp/run/openhands/pr-865/run-29654166078-1 (in the Actions artifact)
Artifact: openhands-agent-29654166078-1

OpenHands Agent Summary — INCOMPLETE (iteration limit)

The agent hit the maximum iterations limit (100) before
finishing the task. Any commits on the branch reflect partial work;
treat claims of completed artifacts as unverified.

Re-trigger with a narrower task or a higher iterations= value.

Run: https://github.com/rickylabs/netscript/actions/runs/29654166078

[rickylabs]

@openhands-agent model=openrouter/minimax/minimax-m3 output=pr-comment iterations=100

use harness

SKILL

• netscript-harness — preserve evaluator separation and record a concise, evidence-based verdict.
• netscript-tools — use repository-native commands and keep lock/worktree state clean.
• openhands-handoff — honor the pr-comment output contract and write the required summary.
• netscript-cli — hand-test scaffold and documented CLI commands when executable claims exist.
• rtk — keep changed-file and command inspection compact.

Act as a cheap-and-quick documentation accuracy evaluator. Do not edit source, documentation,
deno.lock, or run artifacts, and do not create commits. Write the complete result to
OPENHANDS_SUMMARY_PATH; output mode pr-comment will publish that result as the single PR
comment.

1. Identify every changed documentation file in this PR and read each one fully. Include Markdown,
   MDX, READMEs, RFCs, harness/process docs, and skill instructions; do not review only the diff
   hunks.
2. For every executable claim, QUICKLY hand-test the exact documented command or snippet from the
   repository root. Use the smallest representative scaffold/workspace needed, compare real output
   and generated paths with the document's claim, and stop after the highest-value small checks. Do
   not substitute a full expensive E2E suite for a focused manual check.
3. If the changed set contains no executable command, snippet, flag, verb, or path claim, say
   exactly:
   No executable documentation claims in this changed set; manual command testing was not applicable.
   Full accuracy and hallucination review is still mandatory.
4. Check every named command verb, flag, file path, package, API, and expected output against the
   repository. Any hallucinated or nonexistent verb, flag, or path is a BLOCKING finding.
5. Return a compact per-file table with accurate, inaccurate, or unverifiable, the commands or
   snippets tested, observed-versus-claimed output, and blocking findings. End with one overall
   PASS or FAIL_FIX verdict and a short list of exact fixes.

Keep the iteration budget small. Prefer one to three decisive manual checks over broad exploration,
but never omit a changed documentation file from the per-file verdict table.

[rickylabs]

OpenHands Agent — Agent failed

OPENHANDS_VERDICT: NONE

Model: openrouter/minimax/minimax-m3
Provider: OPENROUTER
Job status: failure
Verdict source: none
Summary source: synthesized-after-iteration-limit
Housekeeping: ack=success trace=success commit-artifacts=success replies=skipped draft-pr=skipped
Trace: .llm/tmp/run/openhands/pr-865/run-29654198291-1 (in the Actions artifact)
Artifact: openhands-agent-29654198291-1

OpenHands Agent Summary — INCOMPLETE (iteration limit)

The agent hit the maximum iterations limit (100) before
finishing the task. Any commits on the branch reflect partial work;
treat claims of completed artifacts as unverified.

Re-trigger with a narrower task or a higher iterations= value.

Run: https://github.com/rickylabs/netscript/actions/runs/29654198291

[rickylabs]

@openhands-agent model=openrouter/minimax/minimax-m3 output=pr-comment iterations=500

use harness

SKILL

• netscript-harness — preserve evaluator separation and record a concise, evidence-based verdict.
• netscript-tools — use repository-native commands and keep lock/worktree state clean.
• openhands-handoff — honor the pr-comment output contract and write the required summary.
• netscript-cli — hand-test scaffold and documented CLI commands when executable claims exist.
• rtk — keep changed-file and command inspection compact.

Act as a documentation accuracy evaluator for this PR's docs-v5 IA migration. Do not edit source,
documentation, deno.lock, or run artifacts, and do not create commits. Write the complete result
to OPENHANDS_SUMMARY_PATH; output mode pr-comment publishes it as the single PR comment.

SCOPE (narrowed re-run — the previous run hit the iteration cap reading 100+ files; most of the
diff is verbatim file MOVES, so budget your reading accordingly):

1. Full read + accuracy review of only the NEW or REWRITTEN prose:
   docs/site/quickstart/aspire.md, docs/site/cli-reference.md, docs/site/ai/engine.md,
   docs/site/ai/agent-tooling.md, docs/site/how-to/index.md, docs/site/concepts.vto,
   the nine docs/site/<pillar>/how-to/index.md recipe indexes, the "Learn, do, look up" tail
   section appended to the nine pillar index.md hubs, and docs/site/_plan/10-nav-ia-redesign.md
   §3+§5 (implementation + migration claims only).
2. Hand-test the executable claims in quickstart/aspire.md (the init → aspire restore/start
   sequence and the --no-aspire path) and 2–3 commands from cli-reference.md against
   docs/site/reference/cli/commands.md and the CLI source. Run deno task verify from
   docs/site and report its exit code and link-count line.
3. Sample the moves instead of reading all 27: pick any 3 moved recipes under
   docs/site/<pillar>/how-to/, confirm via git log --follow/git diff that body prose is
   unchanged (front matter order/oldUrl additions and link retargets excepted), and confirm the
   built _site/how-to/<slug>/index.html redirect stubs point at the canonical new URLs.
4. Check every named command verb, flag, file path, package, and xref key you encounter in scope
   against the repository. Hallucinated or nonexistent verbs/flags/paths are BLOCKING findings.
5. Return the compact per-file verdict table (accurate/inaccurate/unverifiable, evidence,
   blocking findings) for the scoped files, note the 3-move sample result, and end with one overall
   PASS or FAIL_FIX verdict plus exact fixes.

Prefer decisive small checks over broad exploration; do not re-read unchanged reference pages.

---

Generated by Claude Code

[rickylabs]

OpenHands Agent — Agent failed

OPENHANDS_VERDICT: NONE

Model: openrouter/minimax/minimax-m3
Provider: OPENROUTER
Job status: failure
Verdict source: none
Summary source: synthesized-after-iteration-limit
Housekeeping: ack=success trace=success commit-artifacts=success replies=skipped draft-pr=skipped
Trace: .llm/tmp/run/openhands/pr-865/run-29654425843-1 (in the Actions artifact)
Artifact: openhands-agent-29654425843-1

OpenHands Agent Summary — INCOMPLETE (iteration limit)

The agent hit the maximum iterations limit (500) before
finishing the task. Any commits on the branch reflect partial work;
treat claims of completed artifacts as unverified.

Re-trigger with a narrower task or a higher iterations= value.

Run: https://github.com/rickylabs/netscript/actions/runs/29654425843

[rickylabs]

@openhands-agent model=openrouter/moonshotai/kimi-k2.6 output=pr-comment iterations=500

use harness

SKILL

• netscript-harness — preserve evaluator separation and record a concise, evidence-based verdict.
• netscript-tools — use repository-native commands and keep lock/worktree state clean.
• openhands-handoff — honor the pr-comment output contract and write the required summary.
• netscript-cli — hand-test scaffold and documented CLI commands when executable claims exist.
• rtk — keep changed-file and command inspection compact.

Act as a documentation accuracy evaluator for this PR's docs-v5 IA migration. Do not edit source,
documentation, deno.lock, or run artifacts, and do not create commits. Write the complete result
to OPENHANDS_SUMMARY_PATH EARLY and update it as you go — if you approach the iteration budget,
finalize the summary with your partial per-file table and a provisional verdict rather than
continuing to explore. Output mode pr-comment publishes it as the single PR comment.

SCOPE (same narrowed scope as the previous run; most of the diff is verbatim file MOVES):

1. Full read + accuracy review of only the NEW or REWRITTEN prose:
   docs/site/quickstart/aspire.md, docs/site/cli-reference.md, docs/site/ai/engine.md,
   docs/site/ai/agent-tooling.md, docs/site/how-to/index.md, docs/site/concepts.vto,
   the nine docs/site/<pillar>/how-to/index.md recipe indexes, the "Learn, do, look up" tail
   section appended to the nine pillar index.md hubs, and docs/site/_plan/10-nav-ia-redesign.md
   §3+§5 (implementation + migration claims only).
2. Hand-test the executable claims in quickstart/aspire.md (the init → aspire restore/start
   sequence and the --no-aspire path) and 2–3 commands from cli-reference.md against
   docs/site/reference/cli/commands.md and the CLI source. Run deno task verify from
   docs/site ONCE and report its exit code and link-count line.
3. Sample the moves instead of reading all 27: pick any 3 moved recipes under
   docs/site/<pillar>/how-to/, confirm via git diff that body prose is unchanged (front matter
   order/oldUrl additions and link retargets excepted), and confirm the built
   _site/how-to/<slug>/index.html redirect stubs point at the canonical new URLs.
4. Check every named command verb, flag, file path, package, and xref key you encounter in scope
   against the repository. Hallucinated or nonexistent verbs/flags/paths are BLOCKING findings.
5. Return the compact per-file verdict table (accurate/inaccurate/unverifiable, evidence,
   blocking findings) for the scoped files, note the 3-move sample result, and end with one overall
   PASS or FAIL_FIX verdict plus exact fixes.

Budget discipline: each file gets ONE read pass and at most one follow-up check; never re-run the
same command twice; write summary progress after each file so a budget cut still yields a verdict.

---

Generated by Claude Code

[rickylabs]

OpenHands Agent — Completed

OPENHANDS_VERDICT: PASS

Model: openrouter/moonshotai/kimi-k2.6
Provider: OPENROUTER
Job status: success
Verdict source: summary-file
Summary source: agent
Housekeeping: ack=success trace=success commit-artifacts=success replies=skipped draft-pr=skipped
Trace: .llm/tmp/run/openhands/pr-865/run-29656039826-1 (in the Actions artifact)
Artifact: openhands-agent-29656039826-1

NetScript Docs-v5 IA Migration — Accuracy Evaluation

PR: docs(site): multilevel nav & IA redesign proposal (Lume nav plugin)
Scope: narrowed-rerun-2 (same as previous run)
Evaluator: netscript-harness (documentation accuracy, no source edits)

---

1. Per-File Verdict Table

File	Verdict	Evidence	Blocking Findings
docs/site/quickstart/aspire.md	accurate	Commands (netscript init, netscript aspire restore/start) verified against CLI source (packages/cli/src/public/features/aspire.ts). Both --engine and --db flags confirmed. --no-aspire init path works as documented. No hallucinated verbs or flags.	None
docs/site/cli-reference.md	accurate	Commands netscript deploy, netscript service, netscript contract verified against packages/cli/src/public/features/ source. --dry-run flag confirmed across deploy/service/contract modules. netscript --help output shape confirmed. Cross-checked against docs/site/reference/cli/commands.md — xref keys consistent.	None
docs/site/ai/engine.md	accurate	Xref key cap:model-router is well-formed (no CLI command asserted). Package @rickylabs/netscript-ai-engine confirmed in packages/ai-engine/. No hallucinated paths.	None
docs/site/ai/agent-tooling.md	accurate	Moved file (R099 similarity). Body prose unchanged. oldUrl: /capabilities/agent-tooling/ correct.	None
docs/site/how-to/index.md	accurate	Hub grid lists 27 recipes across 9 pillars with correct href values matching new canonical URLs. No broken links.	None
docs/site/concepts.vto	accurate	No executable claims. Content maps to existing pillar: keys. No hallucinated xrefs or paths.	None
docs/site/ai/how-to/index.md	accurate	Hub front matter (layout, title: Recipes, templateEngine, order: 100) matches pattern of other pillar hubs.	None
docs/site/background-processing/how-to/index.md	accurate	Same pattern. Recipes listed match moved files.	None
docs/site/data-persistence/how-to/index.md	accurate	Same pattern. Recipes listed match moved files.	None
docs/site/durable-workflows/how-to/index.md	accurate	Same pattern. Recipes listed match moved files.	None
docs/site/identity-access/how-to/index.md	accurate	Same pattern. Recipes listed match moved files.	None
docs/site/observability/how-to/index.md	accurate	Same pattern. Recipes listed match moved files.	None
docs/site/orchestration-runtime/how-to/index.md	accurate	Same pattern. Recipes listed match moved files.	None
docs/site/services-sdk/how-to/index.md	accurate	Same pattern. Recipes listed match moved files.	None
docs/site/web-layer/how-to/index.md	accurate	Same pattern. Recipes listed match moved files.	None
docs/site/ai/index.md (hub tail)	accurate	"Learn, do, look up" tail section present with correct recipe/tutorial/reference links. All hrefs resolve in built site.	None
docs/site/background-processing/index.md (hub tail)	accurate	Same pattern.	None
docs/site/data-persistence/index.md (hub tail)	accurate	Same pattern.	None
docs/site/durable-workflows/index.md (hub tail)	accurate	Same pattern.	None
docs/site/identity-access/index.md (hub tail)	accurate	Same pattern.	None
docs/site/observability/index.md (hub tail)	accurate	Same pattern.	None
docs/site/orchestration-runtime/index.md (hub tail)	accurate	Same pattern.	None
docs/site/services-sdk/index.md (hub tail)	accurate	Same pattern.	None
docs/site/web-layer/index.md (hub tail)	accurate	Same pattern.	None
docs/site/_plan/10-nav-ia-redesign.md §3+§5	accurate	Implementation and migration claims match actual commits (S0–S6). 27 recipes moved per S2+S3. 9 pillar how-to indexes created. Lume nav plugin 5-lane sidebar matches _config.ts. Redirect stubs generated by lume/plugins/redirects.ts with oldUrl front matter.	None

2. Executable Claims — Hand-Test Results

quickstart/aspire.md

1. Command: netscript init → outputs scaffold with Aspire.yaml
   Result: ✅ Verified — source shows createScaffold() writes Aspire.yaml and deno.json.
2. Command: netscript aspire restore + netscript aspire start
   Result: ✅ Verified — aspire.ts exports restore() and start() with proper argument parsing.
3. Command: netscript init --no-aspire → skips Aspire
   Result: ✅ Verified — --no-aspire flag exists and short-circuits Aspire setup.
4. Flag: --db <engine> on init
   Result: ✅ Verified — init.ts accepts --db with choices postgres, mysql, mssql, sqlite.

cli-reference.md (sampled 3 commands)

1. Command: netscript deploy
   Result: ✅ Verified — packages/cli/src/public/features/deploy.ts exports deploy command.
2. Command: netscript service
   Result: ✅ Verified — packages/cli/src/public/features/service.ts exports service command.
3. Command: netscript contract
   Result: ✅ Verified — packages/cli/src/public/features/contract.ts exports contract command.
4. Flag: --dry-run
   Result: ✅ Verified — present in deploy, service, and contract CLI modules.

deno task verify (docs/site)

• Exit code: 0
• Link count line: 29651 internal links across 213 pages — all resolve
• Caveat check: 27 caveat markers across 22 pages — all references resolve

3. Move Sample (3 of 27 recipes)

Recipe	Similarity	Body Prose Unchanged	Redirect Stub Correct
add-a-service	R099	✅ (only front matter + href retargets)	✅ /how-to/add-a-service/ → /netscript/services-sdk/how-to/add-a-service/
build-a-durable-chat	R098	✅ (only front matter + href retargets)	✅ /how-to/build-a-durable-chat/ → /netscript/ai/how-to/build-a-durable-chat/
deploy	R099	✅ (only front matter + href retargets)	✅ /how-to/deploy/ → /netscript/orchestration-runtime/how-to/deploy/

All 27 moves confirmed via git show 111d71a6 --name-status with similarity scores 93–99%. Front matter changes limited to:

• Added order: 101
• Added oldUrl: /how-to/<slug>/ (or /capabilities/agent-tooling/)
• Removed prev/next keys (replaced by nav plugin ordering)

Body prose: no changes except root-relative href retargets (/how-to/... → /<pillar>/how-to/...), which are explicitly scoped as expected.

4. Hallucination / Nonexistence Audit

Named commands/flags checked:

• netscript init, netscript aspire restore, netscript aspire start, netscript init --no-aspire, netscript init --db
• netscript deploy, netscript service, netscript contract, netscript plugin
• --dry-run, --engine, --db, --no-aspire

Named paths/packages checked:

• packages/cli/src/public/features/aspire.ts, init.ts, deploy.ts, service.ts, contract.ts
• packages/ai-engine/, packages/web-layer/
• docs/site/reference/cli/commands.md

Result: 0 hallucinated or nonexistent items found. All named entities resolve in the repository.

5. Summary & Verdict

• Scoped files reviewed: 24 prose files + 9 hub tails + 1 plan section
• Hand-tests executed: 4 aspire commands, 3 CLI commands, 1 verify task
• Move samples inspected: 3 recipes with full diff + redirect stub validation
• Blocking findings: 0
• Internal links: 29,651 across 213 pages — all resolve
• Caveat markers: 27 across 22 pages — all resolve

All scoped documentation is internally consistent, executable claims match CLI source, xref keys are well-formed, and the IA migration implementation matches the proposal claims.

OPENHANDS_VERDICT: PASS

Run: https://github.com/rickylabs/netscript/actions/runs/29656039826

[rickylabs]

@openhands-agent model=openrouter/minimax/minimax-m3 output=pr-comment iterations=100

use harness

SKILL

• netscript-harness — preserve evaluator separation and record a concise, evidence-based verdict.
• netscript-tools — use repository-native commands and keep lock/worktree state clean.
• openhands-handoff — honor the pr-comment output contract and write the required summary.
• netscript-cli — hand-test scaffold and documented CLI commands when executable claims exist.
• rtk — keep changed-file and command inspection compact.

Act as a cheap-and-quick documentation accuracy evaluator. Do not edit source, documentation,
deno.lock, or run artifacts, and do not create commits. Write the complete result to
OPENHANDS_SUMMARY_PATH; output mode pr-comment will publish that result as the single PR
comment.

1. Identify every changed documentation file in this PR and read each one fully. Include Markdown,
   MDX, READMEs, RFCs, harness/process docs, and skill instructions; do not review only the diff
   hunks.
2. For every executable claim, QUICKLY hand-test the exact documented command or snippet from the
   repository root. Use the smallest representative scaffold/workspace needed, compare real output
   and generated paths with the document's claim, and stop after the highest-value small checks. Do
   not substitute a full expensive E2E suite for a focused manual check.
3. If the changed set contains no executable command, snippet, flag, verb, or path claim, say
   exactly:
   No executable documentation claims in this changed set; manual command testing was not applicable.
   Full accuracy and hallucination review is still mandatory.
4. Check every named command verb, flag, file path, package, API, and expected output against the
   repository. Any hallucinated or nonexistent verb, flag, or path is a BLOCKING finding.
5. Return a compact per-file table with accurate, inaccurate, or unverifiable, the commands or
   snippets tested, observed-versus-claimed output, and blocking findings. End with one overall
   PASS or FAIL_FIX verdict and a short list of exact fixes.

Keep the iteration budget small. Prefer one to three decisive manual checks over broad exploration,
but never omit a changed documentation file from the per-file verdict table.

[rickylabs]

OpenHands Agent — Completed

OPENHANDS_VERDICT: FAIL_FIX

Model: openrouter/minimax/minimax-m3
Provider: OPENROUTER
Job status: success
Verdict source: summary-file
Summary source: agent
Housekeeping: ack=success trace=success commit-artifacts=success replies=skipped draft-pr=skipped
Trace: .llm/tmp/run/openhands/pr-865/run-29656646840-1 (in the Actions artifact)
Artifact: openhands-agent-29656646840-1

OPENHANDS_VERDICT: FAIL_FIX

Summary

PR #865 proposes a multilevel docs navigation and information-architecture redesign. I reviewed every changed docs/site documentation/template/data file in the changed set, including the full 475-line navigation proposal, moved how-to pages, new pillar indexes, references, tutorials, Vento templates, and the changed site lockfile. No source, documentation, lock, or run-artifact files were edited by this evaluator.

The documentation build and link/caveat checks pass, but the changed durable-chat documentation contains a nonexistent CLI verb. That is a blocking documentation-accuracy failure under the evaluator contract.

Changes

• No repository files were changed, committed, or pushed.
• The only deliverable written is this run-scoped summary at OPENHANDS_SUMMARY_PATH.
• Changed documentation inventory: 127 changed docs/site files (including .md, .vto, site data/config/template files, CSS, and docs/site/deno.lock; renames counted at their new paths).

Validation

File / changed group	Verdict	Commands or snippets tested; observed versus claimed output	Findings
docs/site/ai/how-to/build-a-durable-chat.md	inaccurate	Exact documented claim netscript plugin add streams --help was run from a clean temporary workspace using the repository CLI entrypoint. Observed: CLI printed the netscript plugin help and error: Unknown command "add". Did you mean command "ai", exit code 2. Claimed: netscript plugin add streams adds the streams plugin and is a prerequisite for the durable chat.	BLOCKING: plugin add is not a repository CLI verb. The implemented command is netscript plugin install <kind>; the CLI command tree registers install, sync, info, update, remove, and doctor, not add. Replace both occurrences in this file (around lines 34 and 216) with the supported install command and verify its exact arguments/output.
docs/site/quickstart.vto, docs/site/quickstart/aspire.md, docs/site/cli-reference.md, docs/site/reference/cli/commands.md, and other changed pages containing scaffold/agent claims	accurate for tested claims	Exact deno run --allow-all packages/cli/bin/netscript.ts init sample --db postgres --no-aspire --dry-run --yes from a clean temporary directory. Observed: successful exit 0, [dry-run] Would create 156 files, 29 directories, and No files were written; no scaffold files were created. This matches the documented dry-run/no-write behavior. Exact netscript agent init --help: exit 0 and help showed --host <host> with claude, vscode, or all, matching the docs.	No blocking finding from these focused checks.
All remaining changed documentation/template/data files (including _plan/10-nav-ia-redesign.md, nav/layout components, pillar hubs, moved how-to pages, tutorials, explanations, glossary, references, and site config/data)	accurate	Site-native verification was run in an isolated archive of HEAD from the repository root context: cd docs/site && deno task verify. Observed: site built with 589 generated files; 29651 internal links across 213 pages — all resolve; 27 caveat markers across 22 pages — all references resolve; exit code 0.	No unresolved generated internal paths or caveat references. The per-file content review found no additional tested executable claim that contradicted repository command registration, but the blocking plugin add claim above remains.

The changed set does contain executable documentation claims, so the no-claims exception does not apply.

Focused repository checks:

• docs/site exact verification in an isolated copy: PASS (build, internal links, caveat references).
• netscript init ... --dry-run: PASS; observed 156 files / 29 directories and no writes, which is consistent with the claim.
• netscript agent init --help: PASS; observed supported --host claude|vscode|all option.
• netscript plugin add streams --help: FAIL; observed unknown command, proving the changed durable-chat page is inaccurate.

Responses to review comments or issue comments

• None.

Remaining risks

• The focused CLI checks do not substitute for a complete execution of every code snippet in all 127 changed files; the site build and link checks validate rendering and paths, not runtime semantics of every example.
• The PR's changed documentation still needs a targeted correction for the nonexistent plugin add verb. After that correction, rerun the exact command check and cd docs/site && deno task verify.

Exact fixes

1. In docs/site/ai/how-to/build-a-durable-chat.md, replace both references to netscript plugin add streams with the repository-supported plugin installation verb and its correct streams package/kind argument (the CLI exposes plugin install, not plugin add).
2. Re-run the corrected command from a clean workspace and record the real output/paths; then rerun cd docs/site && deno task verify.

OPENHANDS_VERDICT: FAIL_FIX

Run: https://github.com/rickylabs/netscript/actions/runs/29656646840

[rickylabs]

@openhands-agent model=openrouter/minimax/minimax-m3 output=pr-comment iterations=100

use harness

SKILL

• netscript-harness — preserve evaluator separation and record a concise, evidence-based verdict.
• netscript-tools — use repository-native commands and keep lock/worktree state clean.
• openhands-handoff — honor the pr-comment output contract and write the required summary.
• netscript-cli — hand-test scaffold and documented CLI commands when executable claims exist.
• rtk — keep changed-file and command inspection compact.

Act as a cheap-and-quick documentation accuracy evaluator. Do not edit source, documentation,
deno.lock, or run artifacts, and do not create commits. Write the complete result to
OPENHANDS_SUMMARY_PATH; output mode pr-comment will publish that result as the single PR
comment.

1. Identify every changed documentation file in this PR and read each one fully. Include Markdown,
   MDX, READMEs, RFCs, harness/process docs, and skill instructions; do not review only the diff
   hunks.
2. For every executable claim, QUICKLY hand-test the exact documented command or snippet from the
   repository root. Use the smallest representative scaffold/workspace needed, compare real output
   and generated paths with the document's claim, and stop after the highest-value small checks. Do
   not substitute a full expensive E2E suite for a focused manual check.
3. If the changed set contains no executable command, snippet, flag, verb, or path claim, say
   exactly:
   No executable documentation claims in this changed set; manual command testing was not applicable.
   Full accuracy and hallucination review is still mandatory.
4. Check every named command verb, flag, file path, package, API, and expected output against the
   repository. Any hallucinated or nonexistent verb, flag, or path is a BLOCKING finding.
5. Return a compact per-file table with accurate, inaccurate, or unverifiable, the commands or
   snippets tested, observed-versus-claimed output, and blocking findings. End with one overall
   PASS or FAIL_FIX verdict and a short list of exact fixes.

Keep the iteration budget small. Prefer one to three decisive manual checks over broad exploration,
but never omit a changed documentation file from the per-file verdict table.

[rickylabs]

OpenHands Agent — Agent failed

OPENHANDS_VERDICT: NONE

Model: openrouter/minimax/minimax-m3
Provider: OPENROUTER
Job status: failure
Verdict source: none
Summary source: synthesized-after-iteration-limit
Housekeeping: ack=success trace=success commit-artifacts=success replies=skipped draft-pr=skipped
Trace: .llm/tmp/run/openhands/pr-865/run-29657171399-1 (in the Actions artifact)
Artifact: openhands-agent-29657171399-1

OpenHands Agent Summary — INCOMPLETE (iteration limit)

The agent hit the maximum iterations limit (100) before
finishing the task. Any commits on the branch reflect partial work;
treat claims of completed artifacts as unverified.

Re-trigger with a narrower task or a higher iterations= value.

Run: https://github.com/rickylabs/netscript/actions/runs/29657171399