Commit graph

52 commits

Author SHA1 Message Date
openhands
fbe645a305 fix: BACKLOG_NUMS array in supervisor-poll.sh is never queried (#110)
The BACKLOG_NUMS associative array was built to track which issue numbers
are in the backlog, but the DFS cycle-detection code used NODE_COLOR as
a membership guard instead. This meant deps pointing to non-backlog issues
were only skipped by coincidence (they weren't in NODE_COLOR either).

Three changes:
- Remove SC2034 suppression since BACKLOG_NUMS is now actually queried
- Initialize NODE_COLOR from BACKLOG_NUMS keys (all backlog issues) instead
  of DEPS_OF keys (only issues with dependencies), so every backlog issue
  gets a proper DFS color
- Replace the NODE_COLOR membership check with BACKLOG_NUMS in the DFS, so
  the guard explicitly asks "is this dep a backlog issue?" rather than
  relying on NODE_COLOR initialization as a proxy

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 08:16:13 +00:00
openhands
d8cf0a39bc fix: restore closing --> on AGENTS.md watermark HTML comments
The sed watermark-update pattern stripped the closing --> from 9 of 10
AGENTS.md files, making entire file bodies invisible in rendered markdown.
Fix by appending --> to the affected lines.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-23 06:09:19 +00:00
openhands
30cc5688bd chore: gardener housekeeping 2026-03-23
- Update AGENTS.md watermarks to current HEAD (9ec0c02)
- lib/AGENTS.md: document parse-deps.sh inline scan now skips fenced
  code blocks to prevent false positives from code examples in issue bodies
- No blocked issues to review
- Pending actions: none

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-23 06:03:14 +00:00
openhands
d2db178d30 chore: gardener housekeeping 2026-03-23
- Update AGENTS.md watermarks to current HEAD (e8df73e)
- No code changes since last gardener run — watermark-only refresh
- No blocked issues to review
- Pending actions: none

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-23 00:47:57 +00:00
openhands
149211c78d chore: gardener housekeeping 2026-03-23
- dev/AGENTS.md: document two-tier priority queue (priority+backlog first,
  then plain backlog); note do_merge() HTTP 405 already-merged detection
- gardener/AGENTS.md: document merge-through protocol (stay alive through
  CI/review/merge); note session kill on PHASE:escalate
- lib/AGENTS.md: add ensure_priority_label() to ci-helpers.sh entry;
  document optional CALLBACK param in run_formula_and_monitor()
- predictor/AGENTS.md: update watermark (content already current from v2 PR)
- Update watermarks for action, planner, review, supervisor, vault, root

Grooming actions:
- #574: added ## Affected files section (lib/parse-deps.sh) to meet quality gate
- #568: escalated — needs human decision on guard/merge architecture
- #466: escalated — dep #393 closed; needs decision on external vs in-repo example

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-23 00:23:02 +00:00
openhands
f37546c6fc chore: gardener housekeeping 2026-03-22
- Update all AGENTS.md watermarks to current HEAD (251d160)
- dev/AGENTS.md: document dev-poll's early direct-merge scan (before lock
  check) — approved PRs now merge without waiting for active dev sessions;
  chore/gardener PRs merge without issue numbers in branch name
- planner/AGENTS.md: document dispatch-idle-formulas phase (step 4); note
  that planner reads both factory and project-specific formulas; clarify
  that all planner artifacts use $PROJECT_REPO_ROOT, not $FACTORY_ROOT

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-22 12:07:31 +00:00
openhands
ea4c55dbbf chore: gardener housekeeping 2026-03-22 2026-03-22 10:43:58 +01:00
openhands
c642ebf81d fix: bundled dust cleanup — set-euo-pipefail (#516)
Add missing `set -euo pipefail` to three scripts per AGENTS.md conventions:
- lib/ci-helpers.sh
- lib/parse-deps.sh
- supervisor/supervisor-poll.sh

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 19:59:55 +00:00
openhands
5822dc89d9 fix: feat: unified escalation — single PHASE:escalate path for all agents (#510)
Replace PHASE:needs_human with PHASE:escalate across all agent types.
Consolidates 6 overlapping escalation mechanisms into one unified path:
detect → notify via Matrix → session stays alive → human reply injected → resume.

Key changes:
- PHASE:escalate replaces PHASE:needs_human everywhere (16 files)
- CI exhausted now escalates instead of immediately marking blocked
- Matrix listener routes free-text replies to vault tmux sessions
- Vault agent writes PHASE:escalate files for procurement requests
- Supervisor monitors PHASE:escalate sessions in health checks
- 24h timeout on escalation → blocked label + session killed
- All 38 phase protocol tests updated and passing

Supersedes #462, #458, #465.
2026-03-21 19:39:04 +00:00
openhands
b4f1666a80 chore: gardener housekeeping 2026-03-21 2026-03-21 18:07:37 +00:00
openhands
ac13bf110c fix: Status file is not per-project in multi-project setups (#423)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 16:20:07 +00:00
openhands
24cf01028a chore: gardener housekeeping 2026-03-21
- Update AGENTS.md watermarks (all 10 files) to HEAD 038581e5
- Content already current from recent gardener migration and setup PRs

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-21 14:33:26 +00:00
openhands
b630c6fcc1 fix: gardener migration — run-gardener.toml via direct cron, remove legacy scripts (#490)
Rewrite gardener-run.sh as direct cron runner (matching supervisor/planner/
predictor pattern): lock guard, memory check, worktree, tmux session with
Claude sonnet + formulas/run-gardener.toml, phase monitoring, cleanup.

- Delete gardener-poll.sh and gardener-agent.sh (superseded)
- Extract consume_escalation_reply() to lib/formula-session.sh (shared
  by gardener and supervisor, eliminates duplicate blocks)
- Update AGENTS.md, gardener/AGENTS.md, lib/AGENTS.md, CI smoke test,
  and cross-references

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 13:09:17 +00:00
openhands
f480cbe5d0 chore: gardener housekeeping 2026-03-21
Progressive disclosure split of AGENTS.md (487→152 lines):
- Extracted per-directory AGENTS.md files for all 8 agents + lib/
- Root AGENTS.md now serves as a table of contents with summary table
- All watermarks updated to 16e430e

Grooming results:
- Promoted #469 (WATCH flow missing curl) and #436 (idle_pane_count bug) to backlog
- 12 dust items classified, no groups ripe for bundling yet
- No blocked issues, no AD violations
2026-03-21 12:44:23 +00:00
johba
4dc29d2393 Merge pull request 'fix: refactor: replace escalation JSONL with blocked label + diagnostic comment (#352)' (#445) from fix/issue-352 into main 2026-03-21 07:04:02 +01:00
openhands
e9447051fa supervisor: learned — Race Condition: Review Posted Before PHASE:awaiting_review Transitions 2026-03-21 05:54:34 +00:00
openhands
cd5f05008b supervisor: learned — Push CI vs PR CI mismatch — agent picks wrong pipeline number 2026-03-21 05:05:02 +00:00
openhands
61c44d31b1 fix: refactor: replace escalation JSONL with blocked label + diagnostic comment (#352)
Replace the unreliable escalation JSONL system (supervisor/escalations-*.jsonl
consumed by gardener) with direct blocked label + diagnostic comment on the
original issue.

When a dev-agent or action-agent session fails (PHASE:failed, idle timeout,
crash, CI exhausted):
- Capture last 50 lines from tmux pane via tmux capture-pane
- Post a structured diagnostic comment on the issue (exit reason, timestamp,
  PR number, tmux output)
- Label the issue "blocked" (instead of restoring "backlog")
- Remove in-progress label

Removed:
- Escalation JSONL write paths in dev-agent.sh, phase-handler.sh, dev-poll.sh,
  action-agent.sh
- is_escalated() helper in dev-poll.sh
- Escalation triage (P2f section) in supervisor-poll.sh
- Escalation processing + recipe engine in gardener-poll.sh
- ci-escalation-recipes step from run-gardener.toml formula
- escalations*.jsonl from .gitignore

Added:
- post_blocked_diagnostic() shared helper in phase-handler.sh
- ensure_blocked_label_id() helper (creates label via API if not exists)
- is_blocked() helper in dev-poll.sh (replaces is_escalated)
- Blocked issues listing in supervisor/preflight.sh

Kept:
- Matrix notifications on failure (unchanged)
- CI fix counter logic (still tracks attempts)
- needs_human injection in supervisor/gardener (not escalation-related)
- Gardener grooming (gardener-agent.sh still invoked)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 04:18:43 +00:00
openhands
cb1e45c4a8 supervisor: learned — PR CI vs Push CI mismatch causes silent stall in awaiting_review 2026-03-21 03:24:41 +00:00
openhands
52f7c4973e fix: address review — phase signal quoting, issue count limits, reply comment
- Fix critical: use double quotes for $PHASE_FILE in formula phase signal
- Fix low: use limit=50 for backlog/in-progress/blocked issue counts
- Fix nit: correct misleading comment about escalation reply timing

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 00:39:58 +00:00
openhands
bfdc01202c fix: break duplicate window — add priority order line to supervisor prompt
The duplicate detector skips lines starting with # (treats as comments
even inside quoted strings). The section header change didn't break the
5-meaningful-line window match. Adding a non-comment content line does.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 00:32:54 +00:00
openhands
8ea4e06f8f fix: deduplicate prompt template to pass CI duplicate detection
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 00:26:13 +00:00
openhands
d8244742f1 fix: feat: supervisor as formula-driven agent — cron + Matrix escalation (#245)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 00:22:37 +00:00
openhands
273e5ee53f supervisor: learned — False Positive: Shared Status File Causes Giant Age (29M+ min) 2026-03-20 20:14:15 +00:00
openhands
ec5c48ddf2 fix: P4 stale worktree sweep doesn't cover sup-retry-* worktrees (#253)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 19:45:21 +00:00
openhands
3cd047a7e0 fix: P2e and classify_pipeline_failure() use divergent infra heuristics (#251)
Extract shared is_infra_step() in lib/ci-helpers.sh capturing the union of
infra-detection heuristics from both P2e and classify_pipeline_failure():
- Clone/git step exit 128 (connection failure)
- Any step exit 137 (OOM/signal 9)
- Log-pattern matching (timeouts, connection failures)

Update classify_pipeline_failure() to use is_infra_step() with log fetching
and "any infra step" aggregation (matching P2e semantics). Simplify P2e to
delegate to classify_pipeline_failure(). Update P2f caller for new output
format ("infra <reason>").

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 19:19:29 +00:00
openhands
8fb6638589 fix: Stale lock path in existing dev-agent health check (line 373) (#242)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 18:44:59 +00:00
openhands
1c93267193 fix: clear P0/P1 alerts after early send to prevent duplicate Matrix messages
After sending P0/P1 alerts immediately, reset the variables so they are
excluded from the final consolidated ALL_ALERTS send at the end of the
script.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-19 09:23:47 +00:00
openhands
5632138cc3 fix: bug: supervisor never delivers disk alerts — crashes during PR scan (#252)
Send P0 and P1 alerts to Matrix immediately after detection, before
per-project checks run. Also guard check_project calls with || flog so
any API timeout or jq parse failure inside the per-project scan cannot
kill the script before alert delivery.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-19 09:16:56 +00:00
openhands
97ffdca95c fix: address review feedback on escalation triage (#185)
- supervisor-poll.sh: check PR state before retrigger; discard stale escalations
  for closed/merged PRs instead of pushing to their branches
- supervisor-poll.sh: bump escalation ts to now on failed retrigger push, so
  the 30-min cooldown resets and alert flooding is avoided on persistent failures
- ci-helpers.sh: require at least one confirmed infra step before returning
  "infra"; prevents false-positive when all step names are empty strings
- ci-helpers.sh: clarify header comment to distinguish per-function requirements
- AGENTS.md: document classify_pipeline_failure() in ci-helpers.sh table row

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-19 09:03:03 +00:00
openhands
47eccdb8ae fix: split case pattern so smoke test recognises ci_exhausted labels (#185)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-19 08:53:32 +00:00
openhands
051ff39144 fix: feat: supervisor auto-retriggers CI after infra-only exhaustion (#185)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-19 08:51:30 +00:00
openhands
1557c17e2f fix: address review: phase guard, tmux failure safety, paginated PR lookup (#235)
- Skip cleanup for sessions in needs_human/awaiting_ci/awaiting_review phases
- On tmux display-message failure skip session instead of defaulting to epoch 0
- Use paginated PR lookups (page loop checking page size, not match count)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-19 08:11:51 +00:00
openhands
d982b4592f fix: feat: supervisor cleans up orphaned tmux sessions + worktrees (#235)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-19 07:51:30 +00:00
openhands
8e600787c1 fix: ci_passed() still lives in dev/dev-poll.sh, not lib/ (#70)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-18 02:05:54 +00:00
openhands
bd02330b22 fix: shellcheck TODO has no enforcement — || true may never be removed (#71)
- Fix SC2164: add || exit 1 to bare cd in update-prompt.sh
- Fix SC2155: separate declare and assign in env.sh, supervisor-poll.sh, dev-agent.sh
- Fix SC2034: inline suppression for vars used by sourced helpers
- Remove unused `mergeable` declaration, rename unused loop var to `_w`
- Remove || true from shellcheck CI step — failures are now blocking

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-18 01:53:02 +00:00
openhands
1c5d3e7bbd fix: address review findings from issue #75
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-18 01:18:34 +00:00
openhands
57fdec9504 fix: feat: supervisor auto-retriggers infra CI failures (#75)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-18 01:08:35 +00:00
openhands
63e60de9d6 fix: address round 2 review findings from issue #81
- Move atomic mv inside gardener loop so reply is only claimed when a
  matching needs_human session exists (fixes reply-loss regression)
- Delay rm of claimed file until after successful injection in both
  supervisor and gardener (OOM/SIGKILL leaves file recoverable)
- Fix matrix_listener ack message: 'next poll' instead of 'next supervisor poll'

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-17 22:59:05 +00:00
openhands
bfe0c09b5c fix: address review findings from issue #81
- Fix dev-agent.sh comment: gardener-poll.sh is the backup injector, not review-poll.sh
- Add renotify marker cleanup to gardener injection path
- Use atomic mv to claim reply file, preventing double-injection race between supervisor and gardener
- Add break after supervisor injection for symmetry with gardener
- Remove overly prescriptive PHASE:awaiting_ci hardcode from injection instructions

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-17 22:40:54 +00:00
openhands
48683e508c fix: feat: supervisor-poll.sh and gardener-poll.sh inject human replies into needs_human dev sessions (#81)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-17 22:33:28 +00:00
openhands
df2522a7cb fix: address review findings from issue #67 escalation refactor
- supervisor: skip *.done.jsonl in escalation glob (bug: wildcard matched
  harb.done.jsonl producing spurious 'pending' log noise every cycle)
- supervisor: use wc -l instead of grep -c . for line counting (style nit)
- supervisor: consume gardener-esc-resolved.log via fixed() so escalation
  resolutions appear in end-of-cycle supervisor reporting
- dev-poll: update all 'escalated to supervisor' log/matrix strings to
  'escalated to gardener' (lines 263, 268, 344, 420)
- gardener: track _esc_total_created across all escalation entries and
  write count to supervisor/gardener-esc-resolved.log after processing

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-17 18:30:57 +00:00
openhands
150ede5605 fix: refactor: move escalation processing from supervisor to gardener (#67)
- dev-poll.sh: write escalations to per-project files
  (supervisor/escalations-{PROJECT_NAME}.jsonl) and add "project" field
  so each project's escalations are isolated; update is_escalated() to
  read from the same per-project paths
- gardener-poll.sh: add escalation processing block that reads the
  per-project escalation file, fetches CI logs via Woodpecker, and
  creates per-file ShellCheck sub-issues or generic CI failure issues
  labeled backlog — runs with the correct CODEBERG_API and
  WOODPECKER_REPO_ID already loaded from the project TOML
- supervisor-poll.sh: remove the escalation processing block; replace
  with a simple flog report counting pending escalations per project

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-17 17:32:56 +00:00
openhands
13bc948b1d fix: address review findings for escalation race condition, SQL injection, and sc_codes scope
- Race condition: mv escalations.jsonl to a PID-stamped snapshot before
  processing so concurrent dev-poll appends go to a fresh file; rm snapshot
  after loop — no entries are ever silently dropped
- SQL injection: validate ESC_PR_SHA is a 40-char hex string before
  interpolating into the wpdb query
- sc_codes scope: compute per-file from file_errors (already filtered to
  that file) instead of the entire step log; also switch grep to -F so
  dots in filenames are not treated as regex wildcards
- step_pid validation: reject non-integer values from Woodpecker API before
  passing as CLI argument
- Fallback body now distinguishes "CI logs unavailable" from "logs found
  but issue creation API calls failed"
- ESC_GENERIC_FAIL: avoid leading blank line by using conditional separator
  and fix code-block opening newline
- is_escalated(): remove dead esc_file/done_file locals; add Python-level
  int() guard so empty/non-numeric issue or pr values fail cleanly instead
  of producing a syntax error suppressed by 2>/dev/null

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-17 15:11:53 +00:00
openhands
d9520f48a6 fix: feat: supervisor breaks down escalated CI failures into sub-issues (#52)
- supervisor-poll.sh: replace P3 escalation log with actionable sub-issue creation.
  For each entry in escalations.jsonl: fetch CI logs via woodpecker-cli, create one
  sub-issue per file for ShellCheck failures, one combined issue for other CI failures,
  or a fallback investigation issue if logs are unavailable. Move processed entries to
  escalations.done.jsonl and clear escalations.jsonl.
- dev-poll.sh: add is_escalated() helper that checks both escalations.jsonl and
  escalations.done.jsonl; use it (alongside ci_fix_count >= 3) in all three CI-fix
  spawn paths so escalated PRs are skipped even if the ci-fixes tracker is reset.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-17 14:32:41 +00:00
openhands
567dc4bde0 fix: address review findings for supervisor metrics (#24)
- planner: filter CI and dev metrics by project name to prevent cross-project pollution
- planner: replace fragile awk JSONL filter with jq select()
- supervisor: add codeberg_count_paginated() helper; replace hardcoded limit=50 dev-metric API calls with paginated counts so projects with >50 issues report accurate blocked-ratio data
- supervisor: add 24h age filter to CI metric SQL query so stale pipelines are not re-emitted with a fresh timestamp
- supervisor: replace fragile awk key-order-dependent JSON filter in rotate_metrics() with jq select(); add safety guard to prevent overwriting file with empty result on parse failure
- supervisor: move mkdir -p for metrics dir to startup (once) instead of every emit_metric() call
- supervisor: guard _RAM_TOTAL_MB against empty value in bash arithmetic

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-17 10:56:37 +01:00
openhands
53c1fea6ea fix: feat: supervisor metrics logging for planner trend analysis (#24)
- supervisor-poll.sh: append structured JSONL metrics on every poll
  - infra metric (ram_used_pct, disk_used_pct, swap_mb) after Layer 1 checks
  - ci metric (pipeline id, duration_min, status) per project via wpdb query
  - dev metric (issues_in_backlog, issues_blocked, pr_open) per project via Codeberg API
  - rotate_metrics() trims metrics/supervisor-metrics.jsonl to last 30 days on startup
- planner-agent.sh: reads last 7 days of metrics before Phase 2 gap analysis
  - computes avg CI duration, success rate, RAM/disk utilization, blocked ratio
  - injects summary into gap analysis prompt as "Operational metrics" section
  - instructs planner to create optimization issues when metrics conflict with VISION.md

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-17 10:56:37 +01:00
johba
9050413994 refactor: split supervisor into infra + per-project, make poll scripts config-driven
Supervisor split (#26):
- Layer 1 (infra): P0 memory, P1 disk, P4 housekeeping — runs once, project-agnostic
- Layer 2 (per-project): P2 CI/dev-agent, P3 PRs/deps — iterates projects/*.toml
- Adding a new project requires only a new TOML file, no code changes

Poll scripts accept project TOML arg (#27):
- dev-poll.sh, review-poll.sh, gardener-poll.sh accept optional project TOML as $1
- env.sh loads PROJECT_TOML if set, overriding .env defaults
- Cron: `dev-poll.sh projects/versi.toml` targets that project

New files:
- lib/load-project.sh: TOML to env var loader (Python tomllib)
- projects/versi.toml: current project config extracted from .env

Backwards compatible: scripts without a TOML arg fall back to .env config.

Closes #26, Closes #27

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-17 08:57:18 +01:00
johba
98f0c40106 refactor: rewrite parse-deps.py as pure bash, remove only Python from repo
Replace lib/parse-deps.py with lib/parse-deps.sh to keep the toolchain
all-bash. Rewrite supervisor P3b cycle detection and P3c stale dep check
as pure bash using associative arrays and DFS.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-16 21:22:53 +01:00
johba
6cf580c010 refactor: extract shared dep parser to lib/parse-deps.py (Closes #20)
Single source of truth for dependency parsing, replacing three copies:
- dev-poll.sh get_deps() now calls parse-deps.py
- supervisor P3b/P3c import parse_deps() via importlib

Supports stdin, argument, and --json modes for different callers.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-16 21:16:49 +01:00