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msd-core/docs/adr/1671-dynamic-context-management-platform.md
Tom Boucher 5a0a9f0972 fix(#2944): remove the catastrophic-backtracking regex from the ADR-1671 example (#2950)
* fix(#2944): remove the catastrophic-backtracking regex from the example

The non-shipping Option-E reference example carried its own copy of the
predicate-id regex, which nested a dot-containing character class inside a
dot-prefixed repeat. A run of N consecutive dots therefore had exponentially
many partitions. Measured on next before this change: 30 dots 54ms, 35 66ms,
40 807ms — so roughly 55-60 dots hangs for hours.

Not exploitable where it sits: the example is outside tsconfig.build.json,
outside the npm package files list, outside the installer and outside tests,
so no build step or CI job parses anything with it. Fixed because the entire
point of a reference example is that people copy it forward, and ADR-1671
presents this one as the pattern for the platform.

Ports the linear per-segment validation that #2928 gave the production module,
so the two copies agree: both parse the real CONTEXT.md to 415 predicates
across 20 classes with 0 duplicates. Doubled-dot ids are now rejected here
too, matching production, and the grammar comment records it.

Also refreshes the example's committed index, which #2928 made stale when it
removed the duplicate predicate from CONTEXT.md.

Closes #2944

* test(#2944): guard predicate-index sync and example/production parity

Two regression tests for the two defects in this PR.

Index sync: asserts the committed docs/CONTEXT-INDEX.json equals a fresh parse
of CONTEXT.md, naming any diverging predicate ids. The merge race that reddened
next was invisible to both PRs involved and only surfaced on the next PR to run
lint:ci; this puts the same check inside the suite, which runs on every PR, and
a mutation test proves the assertion is not vacuous.

Example/production parity: asserts both copies of the parser report the same
count, classes and duplicates for the real CONTEXT.md, and agree verdict-for-
verdict over a table of id shapes. The divergence WAS the bug — production went
linear-time while the example kept the backtracking regex, with nothing
asserting they agreed. Also pins the example rejecting a 60-dot id, with the
clean rejection as the binding assertion and wall-clock only as a smoke check.

Notes a real tension rather than hiding it: ADR-1671 says the example sits
outside tests/, and this imports it. The ADR's intent is that the example is
not compiled, packaged or installed — not that it may silently rot. A parity
guard does not ship it. The file states this so a reviewer can object.

* fix(#2944): address both isolated review passes

Two independent reviewers (correctness and security axes, neither the author).
Security found nothing — it measured linearity to 100k chars across dots,
hyphens, underscores and mixed classes, and showed prototype pollution is
structurally unreachable because the first-segment pattern forbids
lowercase and underscore-leading ids. The correctness pass found three
blockers, all real.

Blocker: the parity test violated ADR-1671 verbatim. The ADR lists FOUR
exclusions for the reference example, the fourth being the CI test suite, and
the test imported it from tests/ while its own justification comment cited only
three -- constructing a rationale around the exclusion it broke. Moved to
scripts/lint-example-parser-parity.cjs wired into lint:ci; a lint script is not
the test suite, so the exclusion stands. The test file keeps only the
docs/CONTEXT-INDEX.json sync check.

Blocker: the mutation test leaked its temp dir. Its callback took no `t`, so a
failing assertion skipped the bare cleanup call. Now registered via t.after(),
matching the convention adr-index-gate.test.cjs documents.

Blocker: the example's own committed index carries the identical merge-race
staleness this PR fixes for the production one, and nothing guarded it.
Deliberately NOT fixed by wiring the example's --check into CI: that artifact
bakes line numbers, so it re-drifts on any unrelated CONTEXT.md line shift --
exactly ADR-1671 open question 4 -- and would make CI routinely red. The new
lint asserts the line-INDEPENDENT facts instead: count, class map, duplicate
set, and every (id, value) pair. Proven non-vacuous both ways: mutating a value
fails and names the id, mutating only a line number passes.

Major: a real divergence the parity claim would have missed. Production rejects
values containing an embedded CR, LF, U+2028 or U+2029; the example did not, so
a value with an embedded lone CR was rejected by one copy and accepted by the
other. Ported, and now covered by the parity table.

Also, found while verifying rather than reported: malformed diagnostics covered
only empty values. A doubled-dot id, a space in an id, and a lowercase-leading
id were all dropped silently. That contradicts the module's own intent -- a
typo should be diagnosable, and a space in an id is a likely one -- and
predicates are contractually cited, so a silently vanished predicate is the
failure mode that matters. Each rejection class now carries a named reason in
both copies, while ordinary inline code still yields none.

Trues up counts my own change staled: the example README and ADR-1671's
prototype figures said 416 and 393/18 against a real 415/20/0.

Closes #2944

* chore(#2944): backfill changeset PR number 2950

---------

Co-authored-by: sim <sim@local>
2026-07-31 15:44:19 -04:00

19 KiB
Raw Blame History

ADR-1671: Dynamic context management platform

  • Status: Proposed
  • Date: 2026-06-24
  • Extends: ADR-0002 (Command Contract Validation Module), ADR-457 (build-at-publish generation model for bin/lib/*.cjs)
  • Relates: ADR-857 §7 (Connected-Capability / MCP contract — kept deferred by this ADR)

Context

GSD ships command and workflow content as large, hand-edited Markdown files. Two structural problems compound:

  1. Authoring is monolithic. A single workflow body carries every branch inline. gsd-core/workflows/plan-phase.md is 93,973 bytes / 1,770 lines; execute-phase.md is 93,426 bytes. Mutually-exclusive paths (--prd, --ingest, --mvp, --reviews) all live in the same file, so a runtime loads guidance for branches a given invocation will never take.

  2. One payload ships to every runtime. Install copies the whole gsd-core/ tree (3.4 MB, 89 workflows, 1.7 MB) byte-identical to all 15 runtimes via copyWithPathReplacement (bin/install.js). The only per-runtime work is string rewrites and description truncation. There is no per-runtime trimming or splitting.

The result is constant pressure against size caps, enforced today only against source files (not emitted output) by a two-part guard (issue #1074): a per-file baseline ratchet plus per-tier hard caps (workflows XL 96 KiB / LARGE 60 KiB / DEFAULT 40 KiB; agents XL 56 KiB / LARGE 48 KiB / DEFAULT 24 KiB). Several files have almost no headroom — agents/gsd-verifier.md has 293 bytes. The one true emission-time cap, Windsurf's 12,000-byte limit (src/runtime-artifact-conversion.cts), is a hard throw with no graceful fallback. Adding one rule to a tight file forces an extract-to-references/ refactor (DEFECT.AGENT-FILE-SIZE-CAP-BREACH), turning a one-line edit into a multi-file change that ripples across stub frontmatter, the workflow body, reference fragments, and docs/ — each guarded by a different lint.

A separate but related pain: the repo-root CONTEXT.md predicate fact-store (~935 lines, ~200 KB of CLASS.subkey=value predicates that agent briefs are required to "cite verbatim") has no programmatic reader, validator, or selector. Briefs are hand-assembled, and META.RULE.brief-must-cite-doc is enforced only socially — paraphrasing from memory has caused real violations (5/8 agents in one documented batch).

The machinery already exists, in silos

Research into the codebase found that most JIT primitives are already present and proven; they are just single-purpose and not composed:

  • Lazy reference loading — the init bundle. gsd_run query init.<cmd> (src/init.cts) returns JSON of paths + flags, not contents; the model reads only the files it needs ("paths only to minimize orchestrator context", plan-phase.md:66). This is Anthropic's recommended "lightweight identifiers over payloads" pattern, in production.
  • Progressive disclosure — gsd-core/workflows/help.md reads only the one mode file matching the argument (brief 0.9 KB / default 1.9 KB / full 34 KB).
  • Token-budgeted assembly — src/prompt-budget.cts applyBudget() already does priority-ordered, budget-trimmed composition with an omission note — but it is walled into the cross-AI review pipeline only.
  • Pointer-passing channel — src/io.cts spills any payload > 50 KB to a tmpfile and returns @file:<path>.
  • A codegen factory + drift-guard harness — 13 generators share one --check/--write idiom (derive fresh, diff committed, exit 1 on drift). scripts/gen-plugin-skills.cjs already generates 69 shipped SKILL.md files from commands/gsd/*.md.
  • A reusable structured-markdown parser — src/markdown-sectionizer.cts, already powering the per-phase <decisions> fact-store reader (src/decisions.cts).

External practice

The closest external analogs are Anthropic Agent Skills' three-tier progressive disclosure (metadata → SKILL.md → bundled references), MCP resources/prompts/deferred-tools (list-then-fetch JIT), and priority/token-budget prompt renderers (Priompt, VS Code @vscode/prompt-tsx) that include the highest-priority fragments that fit a budget via a binary-search cutoff, with flexReserve floors for load-bearing content and <isolate> for a stable cacheable prefix. The portability catch is real and load-bearing: only the Skills format (directory + SKILL.md + frontmatter) is an open standard; native lazy loading is Claude-specific, and GSD's 15 runtimes do not all support skills or MCP (cf. surface-mismatch bugs #1614 antigravity, #1615 windsurf).

Decision

Adopt a dynamic context management platform built on a hybrid of build-time and run-time assembly, reusing the existing seams rather than inventing new infrastructure:

  1. Fragment store (authoring model). Author workflow content as composable, priority-tagged fragments (workflow sections + shared references/ + predicate-derived blocks), each carrying an applicability condition (which flags / capabilities / runtimes require it). This is the net-new authoring discipline.

  2. Build-time composer + per-runtime budget emission (the universal floor). Generalize prompt-budget.cts out of the review silo into a shared context-composer seam (src/*.cts → build:lib → bin/lib/*.cjs). At build/install time, for each command × runtime, the composer selects the needed fragments and trims by priority to fit that runtime's measured cap (scripts/workflow-size.cjs lfByteCount), emitting a right-sized artifact through the existing converter. Caps move from source to emitted output; the Windsurf 12 KB throw becomes a graceful auto-trim/auto-extract — noting that this throw is currently duplicated byte-identically in two surfaces, bin/install.js:2796-2797 and src/runtime-artifact-conversion.cts:1116-1117, so the change must land in both or they drift. This is what makes caps stop biting on non-lazy runtimes, and it requires no runtime feature — so it is the universal floor.

  3. Progressive disclosure where the host supports it. On lazy-loading hosts (Claude Code and the Agent SDK), keep the stub + @-ref model and let the init bundle name exactly which files to read; the body and references load on demand.

  4. Run-time selection via the init seam (per-request precision). Extend the init bundle / command-routing-hub dispatch (src/command-routing-hub.cts) to emit a typed manifest of which sections / references / predicates a specific invocation needs (given parsed args, flags, phase state, active capabilities), reusing the @file: spill channel for assembled fragments. This is layered on top of the fragment store.

  5. Formalize the CONTEXT.md predicate fact-store → JIT selector. Give the predicate grammar a parser (on markdown-sectionizer), an ID-uniqueness validator, a --check/--write drift-guard, and a task → relevant predicate set selector. This converts hand-assembled briefs into JIT-generated context and attacks the maintainer-side "edit a 200 KB file by hand" pain directly. This is sequenced first (see Prototype) because it is the smallest, lowest-risk piece that proves the whole pattern.

  6. Defer MCP (Connected-Capability). Per ADR-857 §7 / #956, a served MCP catalog (resources/prompts/deferred-tools) remains an additive future enhancement for MCP-capable runtimes — never a replacement for the file-copy floor. Not in scope here.

Options considered

Option Summary Fixes caps? Runtime compat Decision
A. Progressive-disclosure authoring Metadata-first files + one-level references; lean on host lazy-load Partial; needs host lazy-load Authoring universal; native JIT Claude-first Adopt as a layer
B. Build-time composer + per-runtime budget emission Composer trims fragments to each runtime cap, emits right-sized files Yes — measured before write Universal floor Adopt as core
C. Run-time selection via init seam Init bundle names which slices this invocation needs Reduces per-invocation context Broad (the gsd_run shim is universal) Adopt after B
D. MCP served catalog Serve content as resources/prompts/deferred-tools For MCP hosts only Partial; needs 2nd channel Defer (ADR-857 §7)
E. Predicate fact-store → JIT selector Parse/validate/select CONTEXT.md predicates Maintainer-side big-file pain N/A (build + orchestrator) Adopt first

Pure Agent Skills (A alone) and pure MCP (D alone) were rejected as the foundation because both are runtime-partial; only build-time emission (B) relieves caps on every runtime.

Architecture and contracts

  • Fragment unit (open question, see below): either separate files (clean lazy-load + INVENTORY rows) or in-file section markers (<!-- gsd:section ... -->, mirroring the existing <!-- gsd:loop-host --> markers consumed by scripts/gen-loop-host-contract.cjs).
  • Composer contract: priority + binary-search cutoff to a per-runtime budget; flexReserve-style floors for load-bearing fragments (META.RULE citation rules, contribution gates, closing-keyword rules); a byte-stable canonical prefix (<isolate>) kept identical across runtimes to preserve KV-cache warmth and keep launcher-parity tests green.
  • Budget unit: bytes for emission caps (matches lfByteCount, deterministic, offline-safe); a token estimate for run-time selection.
  • Determinism + drift-guard: every generated artifact follows the universal --check/--write idiom and is committed; any constant shared between two surfaces gets a DEFECT.GENERATIVE-FIX parity assertion. Caps are asserted on emitted per-runtime bytes via real spawn-install tests (engine-direct tests are false-green for install behavior).
  • Boundary coverage: the composer's budget logic is tested at cap-1 / cap / cap+1 per RULESET.TESTS.boundary-coverage.

Migration path

Sequenced to de-risk — prove the pattern on the smallest surface first, scale last:

  1. This ADR establishes the platform, the fragment/composer contract, emission-time caps, and the drift-guard requirement.
  2. Prototype the predicate fact-store (Option E) — landed with this ADR as a non-shipping reference example under examples/dynamic-context-management/ (see Prototype below).
  3. Lift prompt-budget.cts out of the review silo into a shared context-composer seam with fast-check property tests + boundary coverage.
  4. Pilot fragmentization on one XL workflow (plan-phase.md or execute-phase.md): split into priority-tagged sections + applicability; composer emits per-runtime; prove byte-identical-or-smaller output and green gsd-test docker.
  5. Move caps from source to emitted output; turn the Windsurf throw into graceful auto-trim; auto-regenerate size baselines on intentional edits.
  6. Wire the init bundle (C) to emit a per-invocation sections manifest; workflows consume it.
  7. Roll out across LARGE/XL tiers; update INVENTORY families + parity tests.
  8. (Deferred) MCP served catalog (ADR-857 §7 / #956).

Ordering landmine: any generator consuming compiled output must run after build:lib (tsc), like gen-plugin-skills / gen-capability-registry; regenerating before build:lib silently drops unbuilt modules (gsd-inventory-manifest-regen-needs-build).

Consequences

Positive

  • Caps stop biting: each runtime's emitted artifact is measured and trimmed before write.
  • A discovered fact lands in one fragment / predicate, not 4 hand-edited surfaces.
  • Reuses the existing converter, drift-guard, boundary-test, and markdown-sectionizer infrastructure — the net-new pieces are only the fragment model and the composer.
  • Opens a path to collapse the 10+ hand-written per-runtime body converters toward a data-driven spec.

Negative / risks

  • Trimming a load-bearing fragment is a correctness hazard (history: paraphrased META.RULE → agent violations). Mitigate with flexReserve floors, a Promptfoo-style eval gate, and boundary tests.
  • Per-runtime emission multiplies artifacts across the 15 × N matrix (inventory/parity surface).
  • Build-order fragility (must run after build:lib).
  • Dual-surface drift if any future MCP channel is added — requires parity assertions.

Prototype (step 2, Option E) — non-shipping reference example

A working prototype proves the platform pattern end-to-end. It ships as a reference example only, under examples/dynamic-context-management/ — deliberately outside the build (src/ → bin/lib/), the npm package files[], the installer, and the CI test suite (tests/). Nothing in it is compiled into or installed with GSD; the production implementation lands in a later phase.

  • examples/dynamic-context-management/context-predicates.cjs — pure parser/selector: parsePredicates(markdown) (handles bare and list-item backtick predicate forms, splits on first =, skips fenced code / blockquote prose, detects duplicate IDs), selectPredicates(predicates, {klass, prefix, contains}) (the JIT "task → predicate set" selector), and buildIndex(predicates) (deterministic, sorted).
  • examples/dynamic-context-management/gen-context-index.cjs — self-contained CLI with --check/--write drift-guard plus a --select <query> mode demonstrating JIT brief assembly.
  • examples/dynamic-context-management/CONTEXT-INDEX.json — sample generated index: 415 predicates, 20 classes (verified 2026-07-31; down from 416 after #2928/PR #2938 reconciled the last duplicate predicate ID, RULESET.WORKFLOW_MARKDOWN.FENCES). Originally committed as 393 predicates, 18 classes (2026-06-24); CONTEXT.md has since gained the PROBE (11) and PROHIB (10) classes, with DEFECT 161→167 and RULESET 59→56→55. The committed artifact had gone stale (--check exited 1) and was regenerated with --write.
  • examples/dynamic-context-management/demo.cjs + README.md — runnable usage example and notes.

During research the slice was validated with 42 behavioral tests (predicate forms, fenced-code / prose skipping, duplicate-id detection, the selector, a deterministic index, and a fast-check property test); those landed as CI tests under tests/ with the production implementation (#2928/PR #2938).

The prototype immediately surfaced 3 latent duplicate predicate IDs in CONTEXT.md (RULESET.WORKFLOW_MARKDOWN.FENCES, RULESET.GEMINI.TOOLS.ask_user, RULESET.GEMINI.TEST_SENTINEL) — integrity drift no existing tool catches.

Re-checked 2026-07-31: the two RULESET.GEMINI.* duplicates were removed along with the Gemini runtime, not reconciled deliberately; the remaining RULESET.WORKFLOW_MARKDOWN.FENCES duplicate was reconciled deliberately in #2928/PR #2938, which also productionized --check into CI so it now fails closed on any new duplicate ID.

Phase 0 acceptance status (2026-07-31). The epic's Phase 0 criterion — "gen-context-index --check green in CI" — was unmet: --check exited 1 against next, and no CI job failed, because the example sits deliberately outside tests/ — the red was invisible to the pipeline. The index has now been regenerated and --check exits 0.

That is a point-in-time true-up, not a fix. Per Open question 4, the index is keyed on baked line numbers, so it will re-drift on the next CONTEXT.md line shift. The criterion stays fragile until the keying changes — and it stays silently fragile for as long as the drift-guard remains outside CI.

Prototype scope notes: the parser is intentionally self-contained for the example; production should consume the compiled markdown-sectionizer seam, live under src/ → bin/lib/, and be drift-guarded by a generator wired into the build after build:lib.

Done (#2928). Production landed under src/context-predicates.cts → gsd-core/bin/lib/context-predicates.cjs (ADR-457 build-at-publish). Fence-aware line skipping mirrors markdown-sectionizer.cts's exported scanFencedBlocks delimiter-matching rule exactly (byte-for-behavior parity proven by a dedicated test suite) via a LOCAL, interleaved single pass, rather than a call into that seam directly: a two-pass design (mask comments, then call scanFencedBlocks, or the reverse) cannot correctly resolve mutual precedence between HTML comments and fences in both directions — a fence delimiter inside a real comment (with no later real closer) was found to falsely skip the rest of the file to EOF, and the converse ordering falsely let a comment token inside a real fence leak past the fence's own close — so the two constructs are scanned together, each suppressing the other's open/close detection while active (post-#2928-review fix; see src/context-predicates.cts's module doc comment). scripts/gen-context-index.cjs --check/--write is wired into lint:generated-sync (so lint:ci, CI-gated) and into build (after build:lib) and regen:derived; the selector is exposed live via gsd-tools query context-predicates --class|--prefix|--contains.

Open questions

  1. Fragment unit: separate files vs in-file section markers?
  2. Build-time emission vs run-time assembly as the primary surface during migration (double-write vs per-workflow cutover)?
  3. Whether/when to invest in per-runtime native channels (skills, MCP) above the universal file floor.

Resolved by #2928 — index keying: stable IDs, with no line field at all. Question 4 asked stable IDs vs baked line numbers: CONTEXT-INDEX.json stored each predicate's line, so --check re-drifted on any CONTEXT.md line shift — a typo fix three sections up failed the gate. Raised by @davesienkowski (#1671, 2026-06-25). The shipped resolution is stronger than the option originally proposed (keying the comparison on stable IDs with line retained as non-compared metadata): the committed ContextIndex.predicates entries carry no line field at all. Committed-but-uncompared metadata goes silently stale — the same defect class the drift-guard exists to catch, with the alarm removed — so it was dropped from the committed artifact rather than merely excluded from the comparison. line is still returned by the live parsePredicates/gsd-tools query context-predicates result for callers that want to cite a source location; only the committed docs/CONTEXT-INDEX.json shape omits it.

Resolved by other work — not carried as open. A fourth question was proposed in review (#1671, 2026-06-25): what populates the eval-gate assertion set, and is it graded exogenously? Since that review, the answer has landed as first-class predicate classes rather than remaining a design gap: PROBE.principle (verifier-reach-equals-spec-reach), PROBE.family (edge-probe + prohibition-probe + ui-consideration-probe), PROBE.protocol (recall → precision), and PROHIB.judgment-tier (exogenous grading) — see ADR-550 D4/D7 and ADR-1606. The PROHIB.* predicates live in the same CONTEXT.md store this ADR formalizes, which is the single-store property that review asked for.

  • ADR-0002 — Command Contract Validation Module (the stub <execution_context> @-ref contract this platform's emission must keep satisfying).
  • ADR-457 — build-at-publish generation model (the codegen + drift-guard precedent the composer extends).
  • ADR-857 §7 — Connected-Capability / MCP contract (the deferred served-catalog channel).