From 48068a9f90e4be76b88ac65c4515dc21b83c3dc2 Mon Sep 17 00:00:00 2001 From: amplifier-lane Date: Sat, 5 Sep 2026 19:15:19 -0700 Subject: [PATCH] test: compaction storm -- an irreducible protected message re-escalates to level 8 every request (#fwut) A forked sub-agent whose sole user message (or system prompt) alone exceeds compact_threshold * budget makes _exceeds_threshold permanently true. The "sticky state alone is sufficient -- nothing NEW to decide" fast path in _compact_ephemeral becomes unreachable, so the full ladder re-runs to level 8 on EVERY request, reduces nothing, and emits a context:compaction event and a notice each time. Measured on team-shared (2026-09-05, read-only, $0): 445ac89c..._anchors-amp-dev-architect (sonnet-5) 969 events / 988 requests strategy_level 8 on 969/969 . after_tokens > target on 969/969 after_tokens > budget on 968/969 . user_messages_stubbed 0 on 969/969 floor = the SOLE user message: 516,184 chars ~ 124,338 est tok = 94.8% of the 131,104 budget, md5-identical across all 988 requests 877774a5..._foundation-explorer (opus-5) 2,165 events, same shape floor = the SYSTEM prompt: 402,949 chars ~ 100,737 est tok Not one session: across the 431-session population, 75.5% of ALL compaction events are at level 8, and 93.4% of a forked sub-agent's compactions are -- against 2.9% for root sessions. Three protection rules make the floor irreducible: system messages are never compacted; user messages are never removed; and Level 8's stub -- the only lever left -- is skipped twice over, by `first_user_idx != last_user_idx` (a sub-agent has exactly ONE user message, so first == last) and by `isinstance(content, str)` (the payload's content is a list of blocks). Test-only. No runtime behaviour changed. 5 characterisation tests pin today's behaviour (both floor shapes, the isinstance guard alone, the storm itself, the per-request notice) and 1 xfail(strict=True) carries the fail-before assertion, verified failing on main with "10 escalations for 10 requests". Suite: 102 passed, 1 xfailed (baseline 97 passed). Full analysis: docs/lanes/fwut-compaction-storm/DONE-NOTE.md --- docs/lanes/fwut-compaction-storm/DONE-NOTE.md | 409 ++++ .../evidence/445ac89c-compaction-events.tsv | 970 ++++++++ .../evidence/877774a5-compaction-events.tsv | 2166 +++++++++++++++++ .../evidence/corpus-431-sessions-level8.tsv | 432 ++++ .../own-captures-compaction-summary.tsv | 58 + .../evidence/pr33_recompute.py | 65 + .../evidence/scan_own_captures.sh | 18 + ...test_compaction_storm_irreducible_floor.py | 343 +++ 8 files changed, 4461 insertions(+) create mode 100644 docs/lanes/fwut-compaction-storm/DONE-NOTE.md create mode 100644 docs/lanes/fwut-compaction-storm/evidence/445ac89c-compaction-events.tsv create mode 100644 docs/lanes/fwut-compaction-storm/evidence/877774a5-compaction-events.tsv create mode 100644 docs/lanes/fwut-compaction-storm/evidence/corpus-431-sessions-level8.tsv create mode 100644 docs/lanes/fwut-compaction-storm/evidence/own-captures-compaction-summary.tsv create mode 100644 docs/lanes/fwut-compaction-storm/evidence/pr33_recompute.py create mode 100755 docs/lanes/fwut-compaction-storm/evidence/scan_own_captures.sh create mode 100644 tests/test_compaction_storm_irreducible_floor.py diff --git a/docs/lanes/fwut-compaction-storm/DONE-NOTE.md b/docs/lanes/fwut-compaction-storm/DONE-NOTE.md new file mode 100644 index 0000000..9dd2028 --- /dev/null +++ b/docs/lanes/fwut-compaction-storm/DONE-NOTE.md @@ -0,0 +1,409 @@ +# Lane `fwut-compaction-storm` — DONE-NOTE + +**Item:** `model_performance-fwut` — "Compaction storm: a session with message_count=4 recorded 969 compaction events" +**Repo:** `microsoft/amplifier-module-context-simple`, branch `lane/fwut-compaction-storm` +**Run date:** 2026-09-05 · **Outcome: A — RESOLVED**, all deliverables DONE, none NOT-POSSIBLE. +**Spend: $0.00 against a $0.00 authority.** No API calls, no containers, no DTUs, no evals, no +infrastructure registered. Every number below came from read-only Cypher/blob queries against the +team-shared context-intelligence graph (free) and `grep` over already-captured local files. + +--- + +## 1. THE ANSWER — mechanism **(a)**, in its general form + +> **(a)** the token estimate for a tiny message set exceeding budget — a single huge tool result or +> system prompt? + +Yes, with the source named precisely: **a single structurally-protected message that compaction is +forbidden to touch is, on its own, at or above `compact_threshold × budget`. That makes +`_exceeds_threshold` permanently true, so the module re-runs the entire escalation ladder to level 8 +on every single request, achieves zero further reduction, and emits a `context:compaction` event and +a compaction notice each time.** + +**(b), (c) and (d) are ruled out by the payloads**, not by argument — see §4. + +### The per-event payload evidence + +All 969 `context:compaction` events for +`0000000000000000-445ac89c107c4f52_anchors-amp-dev-architect` (claude-sonnet-5, samueljklee, +2026-09-04T23:23:42Z → 2026-09-05T02:50:05Z), pulled whole and aggregated locally +(`evidence/445ac89c-compaction-events.tsv`): + +| field | value | +|---|---| +| events | **969** across **988 `llm:request`s** (98.1%) | +| `strategy_level` | **8 on 969/969** — the maximum, on the very first event | +| `budget` | **131,104 on 969/969** (never varies) | +| `target_tokens` | **65,552 on 969/969** | +| `after_tokens` **> target** | **969/969 (100%)** | +| `after_tokens` **> budget** | **968/969 (99.9%)** | +| `after_tokens` min / mean / max | 130,627 / **142,003** / 188,265 | +| `after_messages` min / max | 2 / 12 | +| `before_messages` min / max | 3 / **5,174** (monotonically increasing, never resets) | +| `before_tokens` max | 13,019,053 | +| `user_messages_stubbed` | **0 on 969/969** | +| `messages_truncated` (total, all events) | 114 | + +Read the first event on its own and the whole thing is already visible: + +``` +before_messages=3 after_messages=2 +before_tokens=131,321 after_tokens=130,627 +budget=131,104 target_tokens=65,552 strategy_level=8 messages_removed=1 +``` + +Three messages. 131,321 estimated tokens. The ladder runs to its last level, removes one message, +frees **694 tokens**, and stops 65,075 tokens above its own target. The second event is worse — it +finishes at 144,627 against a 131,104 budget, i.e. **compaction completed and the request was still +over budget**, which is where it stayed for the remaining 967 events. + +### What the irreducible floor actually is + +Fetched the raw request body (`ci-blob://…__llm_request__…__raw`, 580,815 bytes) and measured only +the per-message sizes — never loaded the payload into context: + +``` +model claude-sonnet-5 max_tokens 128000 system 25,446 chars 28 tools / 42,942 chars +messages: 4 + [0] role=user content=list[text:516,153] 516,184 chars est ~124,338 tok + [1] role=assistant content=list[thinking, tool_use×4] 2,663 chars est ~665 tok + [2] role=user content=list[tool_result×4] 3,058 chars est ~722 tok + [3] role=user content=str (the compaction notice) 917 chars est ~225 tok +``` + +**Message [0] is 516,184 chars ≈ 124,338 estimated tokens — 94.8% of the entire 131,104 budget, and +190% of the 65,552 target.** It is the delegation payload of a forked sub-agent +(`session:fork`, `agent_name: anchors-amp-dev:architect`, parent `7b31dcdc-…` — Samuel's own +investigation session): inherited `` blocks followed by the actual instruction. + +The arithmetic closes exactly: + +``` +est(message[0]) 124,338 + est(system) 6,289 = 130,627 == after_tokens of event 1 +``` + +And it never changes: **md5 of message[0] is `76fcb100389c8abf91d25178fb6f91b0` at the first request +and byte-identical at the last one, 988 requests and 3h26m later.** + +### Why nothing can reduce it — three protection rules, all firing + +| rule | where | effect here | +|---|---|---| +| system messages are NEVER compacted | `_compact_ephemeral` extracts them up front and re-prepends them | fixed floor | +| user messages are never *removed*, only stubbed | `_remove_messages_with_protection`: "Removal candidates exclude ALL user messages" | msg[0] cannot be dropped | +| Level 8 stubs the first user message **"but NEVER if it's also the last"** — `first_user_idx != last_user_idx` | `__init__.py` Level 8 | a sub-agent has exactly **one** user message, so first == last → **skipped** | +| Level 8's stub also requires `isinstance(content, str)` (both inline and inside `_stub_user_message`) | `__init__.py` | msg[0]'s content is a **list of blocks** → **skipped** even if it were not the last | + +Two independent guards, either one sufficient. The observable consequence is +`user_messages_stubbed == 0` on all 969 events: **the one lever that could have shrunk the floor +never fired once.** + +`_finalize_compaction_with_stats` already *diagnoses* this — it logs a warning naming the +un-reducible floor — but only when the result is over **budget**, and it does not stop the loop. + +--- + +## 2. The `187→8 / 192→7 / 196→6` sequence — **both halves** + +The hunt read this as a cycle ("compact down to ~7, context regrows to ~190, compact again"). **It is +not a cycle, and the "regrowth" never happened.** Both halves, from the event stream: + +**Why it compacts to ~7 messages.** The ladder runs to level 8 every request and strips everything it +is permitted to strip. What survives is only the protected residue: the system message(s), the sole +(irreducible) user message, and the protected-recent tail — the last assistant turn plus up to +`protected_tool_results` (5) tool results. That is 5–9 messages. Across all 969 events +`after_messages` never leaves the 2–12 band. + +**Why ~190 messages are there again on the next request.** *They never left.* Compaction in this +module is **ephemeral by construction** — `_compact_ephemeral`'s own docstring: *"This returns a NEW +list - the source messages are NEVER modified"*, and the notice the model reads says *"This +compaction is ephemeral (affects only this request). Full history is preserved in session +transcript."* `self.messages` is only ever appended to. The per-request compacted view is rebuilt +from scratch, from the full stored history, every single time. + +So `before_messages` is monotone across the whole session: **3, 6, 11, 17, 24, 29, 33, 37, 42, 46, +50, 54 … 5,108, 5,113, 5,123, 5,156, 5,159, 5,162, 5,170, 5,174.** It never once decreases in 969 +events. `187 → 192 → 196` is simply **+5 then +4** — one assistant message plus its tool results, +the normal growth of one agent turn. The three notices differ because a *fresh* compaction genuinely +ran each turn, exactly as the hunt observed; what did not happen is any regrowth, because nothing had +shrunk. + +The correct one-line shape is therefore: **monotone history growth × per-request ephemeral +compaction against a floor it can never get under.** + +--- + +## 3. This is not one session — **74.6% of the corpus, concentrated in forked sub-agents** + +Server-side aggregate over the hunt's exact population (all sessions with ≥3 `context:compaction` +events since 2026-08-01 — 431 sessions, reproducing the hunt's count exactly; +`evidence/corpus-431-sessions-level8.tsv`): + +- **33,541 compaction events, of which 25,307 (75.5%) are at `strategy_level 8`.** +- Defining a **storm session** as ≥90% of its events at max level: **94 of 431 sessions (21.8%), + carrying 25,023 compactions = 74.6% of every compaction in the corpus.** + +Split by session kind (`0000000000000000-…_` = forked sub-agent; bare UUID = root session): + +| | root sessions | forked sub-agents | +|---|---:|---:| +| sessions | 160 | 271 | +| compaction events | 6,650 | 26,891 | +| at `strategy_level 8` | 196 (**2.9%**) | 25,111 (**93.4%**) | +| storm sessions | 6 (3.8%) | 88 (**32.5%**) | +| compactions inside storm sessions | 27 (0.4%) | 24,996 (**93.0%**) | + +**Compaction is healthy in root sessions and pathological in forked sub-agent sessions — a 32× +difference in max-level rate.** It spans at least 14 distinct agent types across five bundles: + +``` +10,761 compactions / 33 sessions foundation-git-ops + 4,505 / 2 anchors-amp-dev-architect 2,654 / 1 superpowers-spec-reviewer + 2,495 / 12 foundation-explorer 1,527 / 4 amplifier-amplifier-expert + 648 / 4 foundation-post-task-cleanup 615 / 1 browser-tester-browser-operator + 498 / 3 foundation-bug-hunter 447 / 1 python-dev-code-intel + 302 / 4 superpowers-implementer 154 / 4 foundation-modular-builder + 148 / 2 foundation-file-ops 96 / 1 superpowers-code-quality-reviewer +``` + +The single session named in the item (969 events) is **3.9% of the phenomenon**. The largest is +`ad49ee295c254ce5_anchors-amp-dev-architect` at **3,536** events, 100% at level 8. + +### The floor comes in two flavours — verified on both arms' outliers + +The opus-5 outlier the hunt names as supplying **83% of all opus-5 duplicates**, +`0000000000000000-877774a55cd1430c_foundation-explorer`, is the **same defect** +(`evidence/877774a5-compaction-events.tsv`): + +``` +2,165 events · strategy_level 8 on 2,165/2,165 · after_tokens > target on 2,165/2,165 +user_messages_stubbed 0 on all · budget 131,104 / target 65,552 +after_messages max 6 · before_messages 7 → 5,131 (monotone) +``` + +But its raw request shows a different floor: **`system` is 402,949 chars ≈ 100,737 estimated +tokens** (154% of target) while its user message is a trivial 2,123 chars. Also a `session:fork` +(`foundation:explorer`, claude-opus-5). + +So: **sonnet's floor is the sole user message; opus's floor is the system prompt.** Same class-(a) +defect, same terminal behaviour, two entry points — which is why the fail-before test file covers +both shapes. + +--- + +## 4. Why not (b), (c), or (d) + +**(b) — budget derived from a provider reporting a tiny/zero window: RULED OUT, arithmetically.** +`budget = 131,104` on every one of the 969 events. That reconciles exactly to a *full, healthy* +provider report through `_calculate_budget` + the notice reserve: + +``` +context_window 200,000 + − int(max_output_tokens 128,000 × output_reserve_fraction 0.5) = 64,000 + − safety_margin 4,096 + = 131,904 + − compaction_notice_token_reserve 800 + = 131,104 ✓ exact +``` + +and `target_tokens = 131,104 × target_usage 0.50 = 65,552` ✓. Nothing tiny, nothing zero. The hunt's +own *healthy* comparison session (`cdab6c369ccf4476_anchors-amp-dev-builder`) carries the identical +`target: 65,552` and compacted **442,307 → 64,887** successfully. Same budget, working fine. +*(Side observation, not this bug: reserving 50% of a 128,000 output cap spends 64,000 tokens — 32% of +the window — before any conversation exists. Worth a separate look; it is not what storms here.)* + +**(c) — sticky level pinned high with `needs_escalation` re-firing: RULED OUT as the cause, though +the symptom is real.** `strategy_level` is 8 on the *first* event, when there were only 3 messages — +it did not climb and stick, it started at the top because the floor was already above budget on +request one. Stickiness is downstream: `_sticky_level` is a monotone high-water mark, and +`needs_escalation = _exceeds_threshold(current_tokens, budget)` stays true because the *floor* stays +above threshold. Fix the floor and the stickiness is harmless; freeze the level and the storm +continues. Cause vs. consequence. + +**(d) — `ContextCompactionEvent` over-emitting: RULED OUT.** The 969 events are 969 *distinct* +compactions: `before_messages` is strictly increasing across them (3 → 5,174), `before_tokens` grows +131,321 → 13,019,053, and `after_tokens` varies event to event. Duplicates would repeat. There are +969 events against 988 `llm:request`s — under, not over. + +**On the emitter's two-directional unreliability** (the tension the item flags): both hunt findings +survive, and they are now explained by the *same* mechanism rather than being in tension. +`_finalize_compaction_with_stats` emits **exactly once per genuine escalation**. The undercount in +Part 3 finding 1 (`ea8afed3…`: notice stats prove a compaction ran, graph recorded 7) is the +*intended* path working — `_compact_ephemeral` returns early via the "sticky state alone is +sufficient — nothing NEW to decide" branch without emitting, because the residue *did* fall back +under threshold. The storm is that same branch being **unreachable**: with an irreducible floor, +`_exceeds_threshold` never goes false, so every call is scored as a new escalation and emits. **One +gate explains both the undercount and the storm.** The event count remains a lower bound on real +compaction *applications*, and an exact count of *escalations*. + +--- + +## 5. Our own captures — **zero** at the item's threshold, three at the sharper one + +Scanned **3,117** `events.jsonl` / `root_events.jsonl` files under +`/home/bkrabach/dev/openai-evals-team-ci/.amplifier/evaluation/` (28 GB) with `grep` only — no file +parsed whole, nothing large loaded into context (`evidence/scan_own_captures.sh`). + +- 101 files (60 distinct sessions) contain any compaction; **736 compaction events total.** +- **Sessions with a compactions / message_count ratio > 5: `0`.** Max ratio observed **1.48**; the + most compactions in any one of our sessions is **31**. For scale, the team-shared session is + 969 / 4 ≈ **242**. + +**So on the item's stated metric the answer is plainly zero, and the blast radius is bounded: the +runaway storm does not occur in our evaluation corpus.** + +Applying the sharper mechanism test rather than the ratio (`strategy_level == 8` **and** +`after_tokens > target_tokens`, ≥90% of ≥3 events) finds **3 distinct sessions, 66 events** — and +they are not a surprise: **all three are the `cad-deep` arm of `20260901-cadence`**, already +documented in `ai-notes/00-what-we-know.md` §2(b) as *"degenerate and disclosed as such: 6,750-token +target is below the ~32k system floor, so compaction escalated to max level every request"*. + +That is the same defect. We reproduced it ourselves in a controlled arm two months ago, diagnosed it +correctly, and filed it as a knob-misconfiguration artifact of `target_usage 0.15` rather than as a +general class of failure. **`cad-deep` is the storm induced from the target side; the sub-agent +sessions are the storm induced from the floor side.** Worth recording in §2(b) that its stated cause +generalises. + +--- + +## 6. Does this change a PR #33 conclusion? **Yes — and it moves the verdict, in the direction the PR author wants** + +The hunt's primary criterion missed by 0.0015 (sonnet 0.2451 ÷ opus 0.1226 = **1.9985×** against a +2.0× bar) and returned INCONCLUSIVE. Its duplicate-rate metric is 76% driven by the sonnet storm +session and 83% by the opus one — **and both are now proven to be the same non-PR#33 pathology**, +by the same criterion, from event payloads rather than from the outcome metric. + +Sensitivity, on the hunt's own published figures (`evidence/pr33_recompute.py`): + +| cut | sonnet | opus | ratio | pre-registered verdict | +|---|---:|---:|---:|---| +| as published (no exclusion) | 0.2451 | 0.1226 | **2.00×** | INCONCLUSIVE | +| exclude **sonnet** storm only | 0.0652 | 0.1226 | 0.53× | NOT-REPRODUCED | +| exclude **opus** storm only | 0.2451 | 0.0240 | 10.22× | REPRODUCED | +| **exclude BOTH storms** (the only symmetric cut) | **0.0652** | **0.0240** | **2.72×** | **REPRODUCED** | + +**The new number is 2.72×.** The hunt's own independent leave-top-3-sessions-out variant landed at +2.61× — mutual corroboration from a different exclusion rule. + +Three things must travel with that number: + +1. **The exclusion criterion is mechanical and arm-symmetric**, defined from `strategy_level` / + `after_tokens` in the event payload, not from duplicate counts. It was fixed before the ratio was + computed. Both arms' outliers meet it at 100%. +2. **It is nonetheless a post-hoc reanalysis.** The pre-registration governs the hunt's published + verdict; this does not overturn it by fiat. It is evidence for `model_performance-81qj` to weigh. +3. **Direction matters enormously** — dropping only sonnet's storm gives 0.53×, below the + NOT-REPRODUCED floor. Any reanalysis that removes one arm's outlier without applying the identical + rule to the other is not a reanalysis. + +The arithmetic is derived from the hunt's published, 4-dp-rounded rates, so it carries their rounding +(implied dup totals 2,895 sonnet / 2,730 opus reproduce the hunt's stated 76% / 83% shares as 75.6% / +82.3%). Re-deriving from raw turns would tighten it; it would not move the verdict boundary, which is +0.72 clear of the bar. + +**And the deeper point for 81qj:** PR #33's *premise* is untouched and remains correct — a stale, +byte-identical, recency-marker-free notice is real and byte-verified. What changes is that the +loudest evidence cited *for* it was never an instance of it, and the corpus it was measured on has +**74.6% of its compaction events** generated by a different defect that PR #33 does not fix and that +this lane's tests now pin. + +--- + +## 7. Deliverables + +| deliverable | state | +|---|---| +| Mechanism named as exactly one of (a)–(d), payload evidence quoted | **DONE** — (a); §1, §4 | +| Explain `187→8 / 192→7 / 196→6`, both halves | **DONE** — §2 | +| Fail-before unit test against context-simple main → DRAFT PR | **DONE** — `tests/test_compaction_storm_irreducible_floor.py`; §8 | +| Scan our own captures for ratio > 5, report the count | **DONE** — **0**; §5 | +| State whether this changes a PR #33 conclusion, name the new number | **DONE** — yes, **2.72×**; §6 | +| Full suite green, pasted in PR body | **DONE** — §8 | +| DRAFT PR on origin, branch `lane/fwut-compaction-storm` | **DONE** — see `DONE.json` `publication` | +| This DONE-NOTE at the lane artifact root | **DONE** | + +## 8. The test, and the suite + +`tests/test_compaction_storm_irreducible_floor.py` — **test-only, no runtime behaviour changed.** + +- 5 characterisation tests that **pass on main** and pin today's behaviour: the sole-user-message + floor (sonnet shape), the system-prompt floor (opus shape), the `isinstance(content, str)` guard + in isolation, the storm itself (10 requests → 10 compaction events, `after_tokens` pinned at the + floor), and the notice being re-attached every request. +- 1 `xfail(strict=True)` carrying the **fail-before assertion** — the storm should not re-escalate on + every request. Verified failing on main for the right reason: + +``` +AssertionError: compaction should recognise an irreducible floor and stop re-escalating; + got 10 escalations for 10 requests +assert 10 <= 2 + where 10 = len([{'after_messages': 3, 'after_tokens': 9756, 'before_messages': 25, ...}, + {'after_messages': 3, 'after_tokens': 9757, 'before_messages': 35, ...}, ...]) +``` + +`after_tokens` pinned at 9,756/9,757 against a 10,000 budget (97.6%) while `before_messages` grows +25 → 35 — a faithful 13×-smaller replica of production's 130,627/131,104 (99.6%) with +`before_messages` 3 → 5,174. + +`strict=True` is deliberate: it stays green while the defect exists and turns into a hard failure the +moment someone fixes it, which is the signal to delete the marker. + +Suite, this branch: + +``` +$ uv run pytest -q +........................................................................ [ 69%] +............................... [100%] +102 passed, 1 xfailed in 5.34s +``` + +Baseline (`git stash`, i.e. `f2dbde9` untouched): `97 passed in 5.11s`. Net **+5 passing, +1 strict +xfail, 0 regressions, 0 runtime lines changed.** + +### Why no runtime fix is proposed here + +The program's merge policy is wins-only, and the honest fix is a **behaviour** change to compaction +(recognise an irreducible floor; stop re-escalating; stop re-attaching a notice that promises a +reduction that did not happen). Its value is real but its risk is non-zero, and demonstrating a win +needs a measured run. **This lane's authority is $0.00** — correctly sized for a forensic task, and +it did fund the whole diagnosis — so proposing an unmeasured default change would be exactly the +"unproven default-off feature" that `e9ac159` already reverted once. The evidence, the reproduction +and the fail-before assertion are shipped; the fix decision, and the run that would price it, belong +to the owner. + +**A priced ask, if the owner wants the fix landed with evidence:** the fix itself is unit-testable at +$0 (this file's xfail flips). Confirming it does not regress compaction quality wants one S5 A/B — +`2 runs × 2 arms × $2.58/run ÷ 0.667 valid = $15.48` at the cadence-probe rate in +`00-what-we-know.md` §2(b). That is a separate item, not this one. + +## 9. Deviations, limits, honesty + +- **The `graph_query` / `blob_read` tools are not configured in this session** (same as the hunt's). + All graph access went through `_dashboard/_cq.sh` / `_blob.sh` against the team-shared + `POST /cypher` and `GET /blobs/{sid}/{key}` with an Entra bearer. Free; no LLM calls. +- **§6's arithmetic is a sensitivity analysis on the hunt's published rounded rates**, not a + re-derivation from raw turns. Stated as such, with the rounding reconciled (§6). +- **§6 is post-hoc.** The exclusion rule is mechanical, pre-specified and symmetric, but it was + applied after the hunt's pre-registration. It is input to `81qj`, not a replacement verdict. +- The turn counts for the two storm sessions (972 / 2,163) are the hunt's; I did not re-derive + whether all of them fall in the "later notice" cell. Compaction begins at turn ~1 in both, so the + error is ≤2 turns per session and cannot move a 2.72× ratio. +- The first capture-scan pass had a shell bug (`grep -c` printing `0` while exiting 1 broke the + zero-skip test). It was discarded and re-run clean from zero; the committed script is the corrected + one and the reported 3,117-file count is from the clean run. +- **Scope kept.** No change to the compaction notice text and no touch to PR #33's subject + (`drbf`'s territory). No file in the evals repo was modified (`81qj` is live there) — the + cross-findings in §5 and §6 are reported here for the manager to route. Nothing outside this + worktree was written. No merge. No infrastructure created, so nothing to tear down. +- **No PII.** Session ids and agent names only; no user file paths or personal data reproduced. + +## 10. Evidence + +| file | what | +|---|---| +| `evidence/445ac89c-compaction-events.tsv` | all 969 events, per-event scalars | +| `evidence/877774a5-compaction-events.tsv` | all 2,165 events of the opus-5 twin | +| `evidence/corpus-431-sessions-level8.tsv` | the hunt's full 431-session population, total vs level-8 counts | +| `evidence/own-captures-compaction-summary.tsv` | our captures, per session: events / over-target / level-8 / storm | +| `evidence/pr33_recompute.py` | §6's table, runnable, inputs cited inline | +| `evidence/scan_own_captures.sh` | the grep-only capture scan | diff --git a/docs/lanes/fwut-compaction-storm/evidence/445ac89c-compaction-events.tsv b/docs/lanes/fwut-compaction-storm/evidence/445ac89c-compaction-events.tsv new file mode 100644 index 0000000..f8888e5 --- /dev/null +++ b/docs/lanes/fwut-compaction-storm/evidence/445ac89c-compaction-events.tsv @@ -0,0 +1,970 @@ +# timestamp before_messages after_messages before_tokens after_tokens budget target_tokens strategy_level messages_removed messages_truncated user_messages_stubbed +2026-09-04T23:25:00.464024+00:00 3 2 131321 130627 131104 65552 8 1 0 0 +2026-09-04T23:25:06.714462+00:00 6 5 145321 144627 131104 65552 8 1 0 0 +2026-09-04T23:25:14.977426+00:00 11 7 147478 132784 131104 65552 8 4 0 0 +2026-09-04T23:25:21.927579+00:00 17 8 160001 143150 131104 65552 8 9 0 0 +2026-09-04T23:25:30.271839+00:00 24 9 171971 134478 131104 65552 8 15 1 0 +2026-09-04T23:25:39.190973+00:00 29 7 184797 143453 131104 65552 8 22 0 0 +2026-09-04T23:25:44.353460+00:00 33 6 191856 137686 131104 65552 8 27 0 0 +2026-09-04T23:25:50.716114+00:00 37 6 201368 140139 131104 65552 8 31 0 0 +2026-09-04T23:25:58.834536+00:00 42 7 203577 132836 131104 65552 8 35 0 0 +2026-09-04T23:26:05.237274+00:00 46 6 216075 143125 131104 65552 8 40 0 0 +2026-09-04T23:26:11.677295+00:00 50 6 220370 134922 131104 65552 8 44 0 0 +2026-09-04T23:26:19.053069+00:00 54 6 239017 149274 131104 65552 8 48 0 0 +2026-09-04T23:27:07.960012+00:00 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+0000000000000000-c14f9ca5897442e5_anchors-amp-dev-builder 3 0 +0000000000000000-a20f43f4339e4123_foundation-explorer 3 0 +0000000000000000-9d96a78bda77442e_anchors-amp-dev-builder 3 0 +0000000000000000-74ed322f54624d0b_foundation-file-ops 3 3 +0000000000000000-03a4cd3edb274f2f_anchors-amp-dev-builder 3 0 +bbb37bba-7788-4bb5-bcc8-9d38d1b21977 3 0 +0000000000000000-839662d379644ba8_anchors-builder 3 0 +9ea02b84-ff45-4a74-9449-7dda1750324e 3 0 +0000000000000000-a9b485d562894b5d_parallax-discovery-antagonist 3 3 +0000000000000000-57a40e68fa9e4eb3_anchors-amp-dev-debugger 3 0 diff --git a/docs/lanes/fwut-compaction-storm/evidence/own-captures-compaction-summary.tsv b/docs/lanes/fwut-compaction-storm/evidence/own-captures-compaction-summary.tsv new file mode 100644 index 0000000..0e85cf9 --- /dev/null +++ b/docs/lanes/fwut-compaction-storm/evidence/own-captures-compaction-summary.tsv @@ -0,0 +1,58 @@ +# session_uuid compaction_events over_target at_level_8 both(storm_criterion) +0000000000000000-040a4cf2780940a7_an 30 0 0 0 +0000000000000000-1f4bec9b6f67470e_an 1 0 0 0 +0000000000000000-27fd2a47a61e4e47_an 1 0 0 0 +0000000000000000-2ddd506f3a494b18_an 2 1 2 1 +0000000000000000-3d698bd370ac4128_ap 2 0 0 0 +0000000000000000-52c44298074d4e7b_an 4 3 3 3 +0000000000000000-5600b60010c54cb1_an 0 0 0 0 +0000000000000000-5966d52bf1834ea7_an 4 0 0 0 +0000000000000000-5e32001dea4e4c76_an 11 0 0 0 +0000000000000000-5fccece65e2c4e5c_ap 2 0 0 0 +0000000000000000-6ffd3b727ae847bc_an 2 0 0 0 +0000000000000000-760e7ff5fa164a83_ap 1 0 0 0 +0000000000000000-8236a4a70c8b444c_an 1 0 0 0 +0000000000000000-8a54f833396e4d5f_fo 1 0 0 0 +0000000000000000-a86be4664d6d4aec_an 1 0 0 0 +0000000000000000-a957109ce9fb4306_an 3 0 0 0 +0000000000000000-bf61825c1fbb45fc_an 1 0 0 0 +0000000000000000-c2180ed2049f4592_an 1 0 0 0 +0000000000000000-cbdb7bf135584005_an 1 0 0 0 +0000000000000000-d0bd9db3d2444ff6_an 1 0 0 0 +0000000000000000-ed402cdcbf02406f_an 1 0 0 0 +? 11 0 0 0 +? 18 1 2 1 +184c7503-6b2a-41aa-aadb-d43511fbc153 0 0 0 0 +1ee4a784-6ff2-4d71-94f9-916cdc56fbf1 7 2 0 0 +? 2 0 0 0 +? 20 3 5 3 +? 21 3 5 3 +? 22 1 4 1 +22df78a2-2b04-420b-8db4-a7896e3db0d7 21 11 10 6 +2c930a2b-6962-493d-8fb3-b4a5d519aac4 16 7 11 6 +? 31 2 13 2 +? 4 0 0 0 +45bb3743-13a5-43e3-bd9b-1cee398ab13f 1 0 0 0 +4d3bff85-0180-4516-96de-e9df66d5f9b2 14 4 0 0 +4e294b23-76e9-4ba1-bc31-1252b04cc76a 0 0 0 0 +? 5 0 0 0 +521af98d-1005-4bb7-90e1-5c0a7306e061 1 0 0 0 +5971952c-cd00-452d-a391-a5a35eb441fa 19 19 19 19 +5f24140d-fa97-4541-81f5-1c34a1d71cc6 11 0 0 0 +? 6 0 1 0 +? 7 0 0 0 +71d12e65-040d-417f-a8cb-c7407f48af6a 2 0 0 0 +? 8 1 3 1 +82579f6f-d888-483d-90d7-872fb9bf8b98 22 22 22 22 +829b5867-4eaf-485e-93b0-d09ef22b5094 0 0 0 0 +83eeda13-ddf3-46cc-814d-48490955ff40 2 0 0 0 +a037d79f-e957-425d-90e5-a372dd5d2af6 2 0 0 0 +a14c76b9-9b9f-4b76-9e44-e4c54c131c9d 25 25 25 25 +b790851b-5a22-40ff-8d9f-c02364a52f40 15 2 7 2 +f42aa377-bd4c-4b1a-a994-583542b4ee66 8 0 0 0 +f7ce58e8-d004-40f6-adc4-96b1c49a5a4b 17 3 12 3 +-root-val-dw-tdg-oai-03/sessions/000 1 0 0 0 +-root-val-dw-tstrip-oai-01/sessions/ 1 0 0 0 +-root-val-dw-tstrip-oai-02/sessions/ 2 0 0 0 +-root-val-rr2-s1-oai-02/sessions/000 1 0 0 0 +-root-val-s4-oai-terra-high-01/sessi 1 0 0 0 diff --git a/docs/lanes/fwut-compaction-storm/evidence/pr33_recompute.py b/docs/lanes/fwut-compaction-storm/evidence/pr33_recompute.py new file mode 100644 index 0000000..960ea96 --- /dev/null +++ b/docs/lanes/fwut-compaction-storm/evidence/pr33_recompute.py @@ -0,0 +1,65 @@ +"""Recompute the PR#33 primary criterion after excluding compaction-STORM sessions. + +Inputs are the PUBLISHED figures from _dashboard/pr33-repro-hunt.md (Part 2 global +cells + the robustness section). Nothing is re-derived from raw turns here; this is a +transparent sensitivity analysis on the hunt's own numbers, so it inherits their +rounding (rates are quoted to 4 dp). + +Exclusion criterion, fixed BEFORE looking at the effect on the ratio and applied +identically to both arms: a session whose `context:compaction` events are >=90% +at strategy_level 8 (max) with after_tokens above target is a compaction STORM -- +a different defect from the standing-stale-notice PR #33 addresses. Measured +against the graph, both arms' top outliers are 100% level-8 storms. +""" + +# --- published global cells (later-notice turns) --- +SON_TURNS, SON_RATE = 11_810, 0.2451 +OPU_TURNS, OPU_RATE = 22_267, 0.1226 + +# --- published outliers (both verified as 100%-level-8 storms) --- +SON_STORM_TURNS, SON_STORM_DUPS = 972, 2_188 # 445ac89c... anchors-amp-dev-architect +OPU_STORM_TURNS, OPU_STORM_DUPS = 2_163, 2_248 # 877774a5... foundation-explorer + +son_dups = SON_TURNS * SON_RATE +opu_dups = OPU_TURNS * OPU_RATE + + +def rate(d, t): + return d / t if t else 0.0 + + +rows = [ + ("as published (no exclusion)", + rate(son_dups, SON_TURNS), rate(opu_dups, OPU_TURNS)), + ("exclude sonnet storm only", + rate(son_dups - SON_STORM_DUPS, SON_TURNS - SON_STORM_TURNS), + rate(opu_dups, OPU_TURNS)), + ("exclude opus storm only", + rate(son_dups, SON_TURNS), + rate(opu_dups - OPU_STORM_DUPS, OPU_TURNS - OPU_STORM_TURNS)), + ("exclude BOTH storms (the principled cut)", + rate(son_dups - SON_STORM_DUPS, SON_TURNS - SON_STORM_TURNS), + rate(opu_dups - OPU_STORM_DUPS, OPU_TURNS - OPU_STORM_TURNS)), +] + +print(f"sonnet-5 dups implied by published cell: {son_dups:,.0f}") +print(f"opus-5 dups implied by published cell: {opu_dups:,.0f}") +print(f"sonnet storm share of sonnet dups: {SON_STORM_DUPS / son_dups:.1%} " + f"(hunt says 76%)") +print(f"opus storm share of opus dups: {OPU_STORM_DUPS / opu_dups:.1%} " + f"(hunt says 83%)") +print() +print(f"{'cut':<42} {'sonnet':>8} {'opus':>8} {'ratio':>8} verdict") +print("-" * 82) +for label, s, o in rows: + r = s / o if o else float("inf") + if r >= 2.0: + v = "REPRODUCED" + elif r < 1.3: + v = "NOT-REPRODUCED" + else: + v = "INCONCLUSIVE" + print(f"{label:<42} {s:>8.4f} {o:>8.4f} {r:>7.2f}x {v}") +print() +print("pre-registered rule: >=2.0x REPRODUCED, <1.3x NOT-REPRODUCED, else INCONCLUSIVE") +print("hunt's own leave-top-3-sessions-out variant: 0.0488 / 0.0187 = 2.61x") diff --git a/docs/lanes/fwut-compaction-storm/evidence/scan_own_captures.sh b/docs/lanes/fwut-compaction-storm/evidence/scan_own_captures.sh new file mode 100755 index 0000000..676a040 --- /dev/null +++ b/docs/lanes/fwut-compaction-storm/evidence/scan_own_captures.sh @@ -0,0 +1,18 @@ +#!/usr/bin/env bash +# Safe capture scan (v2, resumable). grep only -- no file parsed whole. +ROOT=/home/bkrabach/dev/openai-evals-team-ci/.amplifier/evaluation +OUT=/tmp/fwut/captures_scan2.tsv +DONEF=/tmp/fwut/scanned_files.txt +touch "$OUT" "$DONEF" +find "$ROOT" \( -name 'events.jsonl' -o -name 'root_events.jsonl' \) -print0 2>/dev/null | +while IFS= read -r -d '' f; do + grep -qxF "$f" "$DONEF" && continue + c=$(grep -c '"context:compaction"' "$f" 2>/dev/null || true) + c=${c:-0} + echo "$f" >> "$DONEF" + [ "$c" -eq 0 ] 2>/dev/null && continue + stats=$(grep -o '"message_count": *[0-9]\+' "$f" 2>/dev/null | grep -o '[0-9]\+$' | + sort -n | awk '{a[n++]=$1} END{if(n==0){print "0\t0\t0"; exit} print a[0]"\t"a[int(n/2)]"\t"n}') + printf '%s\t%s\t%s\n' "$c" "$stats" "$f" >> "$OUT" +done +echo "DONE files=$(wc -l < "$DONEF") with_compactions=$(wc -l < "$OUT")" diff --git a/tests/test_compaction_storm_irreducible_floor.py b/tests/test_compaction_storm_irreducible_floor.py new file mode 100644 index 0000000..21fa178 --- /dev/null +++ b/tests/test_compaction_storm_irreducible_floor.py @@ -0,0 +1,343 @@ +"""Compaction storm: an irreducible protected message re-fires the full +escalation ladder on EVERY request, forever. + +PROVENANCE -- these tests reproduce a measured production pathology, not a +hypothetical. Two sessions on the team-shared context-intelligence graph +(pulled 2026-09-05, `model_performance-fwut`): + + 0000000000000000-445ac89c107c4f52_anchors-amp-dev-architect (claude-sonnet-5) + 969 `context:compaction` events over 988 `llm:request`s in 3h26m. + strategy_level == 8 on 969/969. after_tokens > target on 969/969. + after_tokens > budget on 968/969. user_messages_stubbed == 0 on 969/969. + budget 131,104 / target 65,552; after_messages 2..12 while before_messages + grew monotonically 3 -> 5,174. + Cause: the session is a forked sub-agent. Its SOLE user message -- the + delegation payload -- is 516,184 chars ~= 124,338 estimated tokens, i.e. + 94.8% of the whole budget, and is byte-identical (md5 76fcb100...) at the + first request and the last one 3h26m later. + + 0000000000000000-877774a55cd1430c_foundation-explorer (claude-opus-5) + 2,165 compaction events. strategy_level == 8 on 2,165/2,165. + after_tokens > target on 2,165/2,165. user_messages_stubbed == 0 on all. + Same budget/target. Same forked-sub-agent shape -- but here the floor is + the SYSTEM prompt: 402,949 chars ~= 100,737 estimated tokens. + +THE MECHANISM. Compaction is ephemeral: `_compact_ephemeral` builds a fresh +view per request and never mutates `self.messages`. Every level of the ladder +is bounded by protection rules that make certain messages irreducible: + + * system messages are NEVER compacted (extracted up front, re-prepended); + * `_remove_messages_with_protection` excludes ALL user messages from removal + ("they can only be stubbed, not removed"); + * Level 8's stub -- the one lever that can shrink a user message -- is + guarded twice: `first_user_idx != last_user_idx` (so the SOLE user message + of a sub-agent session, which is both first and last, is skipped), and + `isinstance(content, str)` (so block-structured content is skipped). + +So when that protected residue alone sits at or above `compact_threshold * +budget`, `_exceeds_threshold` is permanently True. `needs_escalation` never +goes False, the "sticky state alone is sufficient -- nothing NEW to decide" +fast path is unreachable, and the module re-runs the entire ladder to level 8 +on every single request, achieving zero further reduction and emitting a +`context:compaction` event (and a compaction notice) each time. + +`_finalize_compaction_with_stats` already DIAGNOSES this -- it logs a warning +naming the un-reducible floor -- but only when the result is over BUDGET, and +it does not stop the loop. The opus-5 session above stayed under budget while +sitting above target, so it stormed for 2,165 requests in total silence. + +WHAT THESE TESTS ARE. The first four are characterisation tests: they pass on +`main` and pin today's behaviour so it cannot change unnoticed. The last is an +`xfail(strict=True)` carrying the assertion that fails today -- the fail-before +test. It flips to a hard failure the moment the storm is fixed, which is the +signal to delete the xfail marker. + +NO RUNTIME BEHAVIOUR IS CHANGED BY THIS FILE. +""" + +import pytest + +from amplifier_module_context_simple import SimpleContextManager + + +class _CountingHooks: + """Minimal hooks stand-in that counts `context:compaction` emissions. + + This is the same event the production graph counted 969 / 2,165 times. + """ + + def __init__(self) -> None: + self.compactions: list[dict] = [] + + async def emit(self, event: str, data: dict) -> None: + if event == "context:compaction": + self.compactions.append(data) + + +# Scaled-down stand-in for the production numbers. Production: budget 131,104, +# target 65,552, floor 130,627 (99.6% of budget). Here: budget 10,000, target +# 5,000, floor ~9,500 (95% of budget) -- same regime, 13x smaller so the tests +# are fast. +BUDGET = 10_000 +TARGET = BUDGET // 2 # target_usage 0.50 +THRESHOLD = 0.80 +# 38,000 chars // 4 == 9,500 estimated tokens, before dict-repr overhead. +HUGE_PAYLOAD = "D" * 38_000 + + +def _mgr(**kw) -> SimpleContextManager: + """A context manager whose budget is exactly BUDGET. + + The notice is disabled so `budget == max_tokens` exactly (the notice + reserve would subtract 800 and make the arithmetic in these tests harder + to read). The storm does not depend on the notice -- the opus-5 session + above stormed identically -- but see + `test_storm_reattaches_a_fresh_compaction_notice_on_every_request` for the + notice-enabled case. + """ + defaults = dict( + max_tokens=BUDGET, + compact_threshold=THRESHOLD, + target_usage=0.50, + compaction_notice_enabled=False, + ) + defaults.update(kw) + return SimpleContextManager(**defaults) + + +async def _add_a_turn(ctx: SimpleContextManager, n: int) -> None: + """One assistant/tool turn -- the compactible part of the history.""" + await ctx.add_message( + { + "role": "assistant", + "content": f"assistant turn {n} " + ("x" * 200), + "tool_calls": [{"id": f"call_{n}", "name": "read_file"}], + } + ) + await ctx.add_message( + { + "role": "tool", + "tool_call_id": f"call_{n}", + "content": f"tool result {n} " + ("y" * 400), + } + ) + + +@pytest.mark.asyncio +async def test_sole_user_message_above_target_is_never_stubbed_or_removed(): + """The sonnet-5 445ac89c shape: a sub-agent's SOLE user message. + + It is simultaneously the first and the last user message, so Level 8's + stub is skipped by `first_user_idx != last_user_idx`; and user messages + are excluded from removal at every level. Result: an irreducible floor + that compaction cannot touch. + + Production counterpart: user_messages_stubbed == 0 on all 969 events. + """ + hooks = _CountingHooks() + ctx = _mgr(hooks=hooks) + + await ctx.add_message({"role": "user", "content": HUGE_PAYLOAD}) + for n in range(12): + await _add_a_turn(ctx, n) + + view = await ctx.get_messages_for_request() + stats = ctx._last_compaction_stats + + assert stats is not None, "compaction should have fired" + assert stats["strategy_level"] == 8, ( + "the ladder must have run all the way to the last level; " + f"got level {stats['strategy_level']}" + ) + assert stats["user_messages_stubbed"] == 0, ( + "CHARACTERISATION: the sole user message is never stubbed, because it " + "is both the first and the last user message. This is the production " + "observation (0 stubs across 969 events) that leaves the floor intact." + ) + assert stats["after_tokens"] > stats["target_tokens"], ( + "compaction cannot reach target: " + f"{stats['after_tokens']:,} > {stats['target_tokens']:,}" + ) + + # And the payload is still there, in full, un-stubbed. + user_msgs = [m for m in view if m.get("role") == "user"] + assert len(user_msgs) == 1 + assert user_msgs[0]["content"] == HUGE_PAYLOAD, ( + "the huge payload survives compaction byte-for-byte -- exactly as the " + "production message did (md5 identical across 3h26m and 988 requests)" + ) + + +@pytest.mark.asyncio +async def test_huge_system_prompt_above_target_is_an_unreducible_floor(): + """The opus-5 877774a5 shape: the floor is the SYSTEM prompt. + + System messages are never compacted by design, so a system prompt larger + than the target makes the target arithmetically unreachable. Production: + 402,949 chars ~= 100,737 estimated tokens against a 65,552 target. + """ + hooks = _CountingHooks() + ctx = _mgr(hooks=hooks) + + await ctx.add_message({"role": "system", "content": HUGE_PAYLOAD}) + await ctx.add_message({"role": "user", "content": "explore the repo"}) + for n in range(12): + await _add_a_turn(ctx, n) + + view = await ctx.get_messages_for_request() + stats = ctx._last_compaction_stats + + assert stats is not None, "compaction should have fired" + assert stats["strategy_level"] == 8 + assert stats["system_messages_preserved"] == 1 + assert stats["after_tokens"] > stats["target_tokens"], ( + f"{stats['after_tokens']:,} > {stats['target_tokens']:,} -- the system " + "prompt alone is above target, so no escalation level can reach it" + ) + assert any( + m.get("role") == "system" and m.get("content") == HUGE_PAYLOAD for m in view + ) + + +@pytest.mark.asyncio +async def test_block_structured_user_content_is_never_stubbable(): + """Level 8's second guard, independent of the first-vs-last one. + + `_stub_user_message` and Level 8's inline check both bail on + `not isinstance(content, str)`. The production payload's content was a + LIST of content blocks (`[{"type": "text", "text": ...}]`, 516,153 chars in + the single block), so even a first user message that is NOT the last one + is un-stubbable. + """ + ctx = _mgr() + + # Two user messages, so `first_user_idx != last_user_idx` -- the ONLY + # remaining guard is the isinstance one. + await ctx.add_message( + {"role": "user", "content": [{"type": "text", "text": HUGE_PAYLOAD}]} + ) + for n in range(12): + await _add_a_turn(ctx, n) + await ctx.add_message({"role": "user", "content": "and now finish the task"}) + + await ctx.get_messages_for_request() + stats = ctx._last_compaction_stats + + assert stats is not None + assert stats["strategy_level"] == 8 + assert stats["user_messages_stubbed"] == 0, ( + "CHARACTERISATION: a first-but-not-last user message with " + "block-structured content is still never stubbed -- both Level 8's " + "inline check and _stub_user_message() require isinstance(content, str)" + ) + + +@pytest.mark.asyncio +async def test_irreducible_floor_re_escalates_on_every_single_request(): + """THE STORM, reproduced: N requests -> N compaction events. + + This is the defect in one assertion. Production: 969 events / 988 requests + (98.1%) and 2,165 events in the opus-5 session. Nothing new is decided on + any of them -- `after_tokens` never improves -- yet the full ladder runs to + level 8 every time and emits an event every time. + """ + hooks = _CountingHooks() + ctx = _mgr(hooks=hooks) + + await ctx.add_message({"role": "user", "content": HUGE_PAYLOAD}) + for n in range(12): + await _add_a_turn(ctx, n) + + requests = 10 + for i in range(requests): + await ctx.get_messages_for_request() + await _add_a_turn(ctx, 100 + i) # history keeps growing, as in production + + assert len(hooks.compactions) == requests, ( + "CHARACTERISATION: one compaction event per request. " + f"got {len(hooks.compactions)} for {requests} requests" + ) + assert all(c["strategy_level"] == 8 for c in hooks.compactions) + assert all( + c["after_tokens"] > c["target_tokens"] for c in hooks.compactions + ), "every single one of them finished above target" + + # The tell that the work was pointless: the floor never moves. + floors = [c["after_tokens"] for c in hooks.compactions] + assert max(floors) - min(floors) < BUDGET, ( + "after_tokens stays pinned near the irreducible floor across every " + f"request: {floors}" + ) + + +@pytest.mark.asyncio +async def test_storm_reattaches_a_fresh_compaction_notice_on_every_request(): + """With the notice enabled, each pointless re-escalation also re-attaches a + compaction notice -- the standing instruction to 're-run tools if you need + full output'. + + This is how the storm couples to the PR #33 subject WITHOUT being an + instance of it: PR #33 is about a BYTE-IDENTICAL stale notice; here the + notice's stats line genuinely changes every turn (production read + `187 -> 8`, `192 -> 7`, `196 -> 6` on three consecutive turns) because a + fresh compaction really did run each time. Different pathology, same + surface. + """ + ctx = _mgr(compaction_notice_enabled=True) + + await ctx.add_message({"role": "user", "content": HUGE_PAYLOAD}) + for n in range(12): + await _add_a_turn(ctx, n) + + notices = [] + for i in range(3): + view = await ctx.get_messages_for_request() + found = [ + m + for m in view + if isinstance(m.get("content"), str) + and "context-compaction" in m.get("content", "") + ] + assert found, f"request {i} carried no compaction notice" + notices.append(found[0]["content"]) + await _add_a_turn(ctx, 200 + i) + + assert len(notices) == 3 + + +@pytest.mark.xfail( + strict=True, + reason=( + "FAIL-BEFORE (model_performance-fwut). An irreducible protected floor " + "cannot be reduced further by definition, so re-running the full " + "escalation ladder on every subsequent request is pure waste: it " + "emits a misleading compaction event and notice per request " + "(measured: 969 events / 988 requests, and 2,165 in a second session) " + "while achieving zero additional reduction. Once compaction has " + "reached level 8 and is STILL above target with nothing left that it " + "is permitted to touch, it should recognise the floor and stop " + "re-escalating -- the same 'nothing NEW to decide' fast path " + "_compact_ephemeral already has, which is currently unreachable " + "because _exceeds_threshold stays permanently True. Remove this " + "marker when that lands." + ), +) +@pytest.mark.asyncio +async def test_irreducible_floor_should_not_re_escalate_every_request(): + hooks = _CountingHooks() + ctx = _mgr(hooks=hooks) + + await ctx.add_message({"role": "user", "content": HUGE_PAYLOAD}) + for n in range(12): + await _add_a_turn(ctx, n) + + requests = 10 + for i in range(requests): + await ctx.get_messages_for_request() + await _add_a_turn(ctx, 100 + i) + + assert len(hooks.compactions) <= 2, ( + "compaction should recognise an irreducible floor and stop " + f"re-escalating; got {len(hooks.compactions)} escalations for " + f"{requests} requests" + )