docs(infospace): add advanced-usage, composition guide, and performance notes (C.4/C.5/C.6)

Closes out three docs tasks from roadmap/infospace-s3-closeout/PLAN.md:

- examples/infospace-with-history/docs/advanced-usage.md (C.4) — 5 worked
  patterns covering incremental eval, re-eval workflow (no --force flag
  exists; documents the rm-then-re-run pattern instead), interpreting the
  eval-summary distribution, triaging low scorers via an awk pipeline
  over overall_score (since `entities --sort-by score` does not exist),
  and acting on check --json output.
- docs/composition-guide.md (C.5) — walks through how supply-chain-vsm
  binds WoN as a discipline, then a step-by-step for creating a new
  infospace that binds an existing one. Includes live output from
  `markitect infospace disciplines`.
- examples/infospace-with-history/docs/performance-notes.md (C.6) — cites
  the 6h 28m wall time of the 985-entity S3.3 batch, ~2.5 ent/min rate,
  ~2000–3000 tokens/entity estimate, word_overlap vs embedding backend
  for redundancy checks, and a provider-by-scale recommendation table.

All commands in these docs were run against the live infospace at
commit time.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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# Infospace Composition Guide
One completed, viable infospace can be reused as a **discipline** for
another infospace — a lens applied to a different topic. This guide
explains how composition works and walks through the live
`examples/supply-chain-vsm/` reference.
---
## What composition means
An **infospace** is a directory of typed entities governed by
`infospace.yaml`. Its entities and relations describe a specific topic
(for example, Adam Smith's *Wealth of Nations*).
A **discipline** is an infospace declared as a reusable analytical
framework by another infospace. When infospace B binds infospace A as a
discipline:
1. B's entities can reference A's entities in `## WoN Concept` (or
equivalent) sections.
2. Properties A has already computed on its entities — such as VSM system
placement — become available to B by transitivity through the mapping.
3. B can impose its own viability thresholds independently of A's. The two
infospaces each pass or fail viability on their own terms.
The binding is declarative: a relative path in `infospace.yaml` plus a
display name. No code. No import. The discipline is looked up on disk at
the declared path when B's commands run.
---
## The viability pre-condition
Binding a non-viable infospace as a discipline is a mistake: a framework
that fails its own thresholds is not a stable reference frame. Before
binding, confirm the candidate discipline is viable:
```bash
cd examples/infospace-with-history
markitect infospace viability
```
```
Metric Value Threshold Status
---------------------------------------------------------------
redundancy_ratio 0.0061 max=0.1 PASS
coverage_ratio 0.6190 min=0.4 PASS
coherence_components 0.0000 max=3 PASS
consistency_cycles 0.0000 max=0 PASS
granularity_entropy 2.6748 min=1.0 PASS
per_entity_mean 3.9556 min=3.5 PASS
Viable: YES (6/6 thresholds met)
```
If the discipline is not viable, fix it first (see
`examples/infospace-with-history/docs/advanced-usage.md` §4 for triaging
low scorers).
---
## Example — how `supply-chain-vsm` binds WoN
The supply-chain infospace declares WoN as a discipline in its
`infospace.yaml`:
```yaml
topic:
name: "Modern Supply Chain Management"
domain: "Operations Management"
sources: artifacts/sources/
disciplines:
- name: "Wealth of Nations"
path: ../infospace-with-history
```
The binding is a **relative path**, so the two infospaces travel together
(they can be moved as a pair without breaking the link).
Verify the binding resolves and the discipline is viable:
```bash
cd examples/supply-chain-vsm
markitect infospace disciplines
```
```
Name Entities Viable Path
----------------------------------------------------------------------
Wealth of Nations 988 YES ../infospace-with-history
```
Each supply-chain entity then carries a `## WoN Concept` section
mapping it to exactly one WoN entity. The consolidated mapping files
(`output/mappings/*-mappings.md`) record the pairing, rationale, and a
conceptual-continuity rating (Strong / Moderate / Weak):
| Supply Chain Entity | WoN Concept | Strength | VSM |
|------------------------------|----------------------------------|----------|-------|
| Demand Signal | Effectual Demand | Strong | S2 |
| Vendor-Managed Inventory | Division of Labour | Strong | S1/S2 |
| Just-in-Time Inventory | Circulating Capital | Strong | S1/S3 |
| Bullwhip Effect | Natural Price as Central Price | Moderate | S2 |
| Safety Stock | Accumulation of Stock | Moderate | S3 |
Because each WoN entity already has a VSM system placement (S1S5), the
supply-chain entities inherit a VSM position by transitivity through
their mapping — without supply-chain-vsm needing its own VSM reference.
---
## Creating a new infospace that binds an existing one
Step-by-step, using WoN as the discipline for a hypothetical "Modern
Monetary Policy" infospace:
### 1. Start from the target topic
```bash
mkdir -p examples/monetary-policy/artifacts/sources
cd examples/monetary-policy
markitect infospace init
```
### 2. Declare the discipline in `infospace.yaml`
```yaml
topic:
name: "Modern Monetary Policy"
domain: "Macroeconomics"
sources: artifacts/sources/
disciplines:
- name: "Wealth of Nations"
path: ../infospace-with-history
```
Alternatively, bind imperatively after `init`:
```bash
markitect infospace bind-discipline ../infospace-with-history --name "Wealth of Nations"
```
### 3. Set your own viability thresholds
Copy the `viability:` block from a reference infospace and tune the
numbers to the scale and maturity of your topic. A smaller infospace
(50 entities, not 988) may need laxer `coverage_ratio` and stricter
`redundancy_ratio`.
### 4. Verify the binding
```bash
markitect infospace disciplines
```
If `Viable` is `NO`, stop and fix the discipline before continuing.
### 5. Reference discipline entities in your own entities
For each entity in the new infospace, add a `## <Discipline> Concept`
section that names the WoN entity the concept maps to, plus a rationale.
The exact section heading is configured per schema — see
`schemas/won-mapping-schema-v1.0.md` in `supply-chain-vsm` for the
template used there.
### 6. Run checks and evaluate
```bash
markitect infospace check
markitect infospace evaluate --provider openrouter
markitect infospace eval-summary --update-metrics
markitect infospace viability
```
The new infospace passes or fails viability independently of WoN.
---
## Why composition, not inclusion?
An alternative would be to copy WoN entities directly into the target
infospace. Composition avoids that by design:
- **One source of truth** — if WoN is refined, every infospace that binds
it picks up the improvement on the next run without a sync step.
- **Separation of concerns** — each infospace owns its own schema,
thresholds, and entity set. Changing the target topic cannot pollute
the discipline.
- **Bounded dependency** — the binding is a path, so the coupling is
visible in one place (`infospace.yaml`) and easy to remove.
---
## See also
- `examples/supply-chain-vsm/README.md` — the full reference composition.
- `examples/supply-chain-vsm/output/mappings/` — consolidated mapping
files showing the rationale and strength rating for each pairing.
- `examples/infospace-with-history/docs/advanced-usage.md` — patterns for
maintaining the discipline once it is in use.