jinli.yl
26a83c1904
bench: focus on frozen-summary Jev Top-N payment evaluation
2026-10-16 14:53:20 +08:00
jinli.yl
4cd78e9eeb
docs: pin gold-labelled benchmark results
2026-10-16 13:50:49 +08:00
jinli.yl
a013411457
bench: evaluate gold-labelled HotpotQA trajectories collected with Hermes
2026-10-16 13:49:41 +08:00
jinli.yl
3830825500
docs: pin matched-input results links
2026-10-16 12:48:19 +08:00
jinli.yl
de6f80bd1a
refactor: replace compaction studies with one matched-input benchmark
2026-10-16 12:47:30 +08:00
jinli.yl
4c72814fae
docs: unify compaction strategy comparison
2026-10-16 12:22:52 +08:00
jinli.yl
e6e38d943c
docs: report summary-aware incremental evidence results
2026-10-16 12:11:34 +08:00
jinli.yl
ba57fc5cdb
benchmark: evaluate fixed-summary evidence additions and summary-aware selection
2026-10-16 12:07:35 +08:00
jinli.yl
4cb8f2fd53
docs: fix compaction benchmark links with verified permalinks
2026-10-16 11:12:26 +08:00
jinli.yl
cf55876810
docs: visualize compaction benchmark results with English charts
2026-10-16 10:47:38 +08:00
jinli.yl
49f76bfcc4
refactor: preserve recoverable tool evidence and add compaction benchmarks
2026-10-16 01:12:37 +08:00
jinli.yl
62056c14ad
docs: describe current decision model configuration directly
2026-10-15 16:38:54 +08:00
jinli.yl
4d43236db2
test: add live decision compaction scenarios and strategy guides
2026-10-15 16:13:03 +08:00
jinli.yl
ae82e4dde5
chore: remove compaction-specific license metadata
2026-10-15 15:55:42 +08:00
jinli.yl
f7d0a07054
refactor: generalize decision models and add opt-in context compaction
2026-10-15 15:45:44 +08:00
jinliyl
d865776edd
docs: recommend two-stage service usage across guides ( #620 )
CI / Python packages / Build and verify distributions (push) Waiting to run
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2026-10-15 11:41:17 +08:00
machaoxin0407
404aa6bf3b
perf(search): prepare search filters once per query ( #591 )
...
* perf(search): prepare search filters once per query
* test(search): bind benchmark cases without mutable defaults
* test(search): pass benchmark filters explicitly
* fix(search): preserve static subclass filter hooks
* fix(search): preserve bound instance filter overrides
---------
Co-authored-by: machaoxin0407 <221922045+machaoxin0407@users.noreply.github.com>
2026-10-14 18:14:21 +08:00
jinliyl
43ef665595
feat(classifier): add optional Jev component and service demo ( #619 )
...
* feat(classifier): add optional Jev component and CLI demo
* fix(classifier): expose Jev demo through inherited default service
2026-10-14 17:49:49 +08:00
Kyubum Hwang
c8a03dbd5a
fix(chunker): restore malformed JSON text fallback ( #557 )
...
* fix(chunker): restore malformed JSON text fallback
* refactor(chunker): apply optional review cleanups
2026-10-14 14:43:27 +08:00
Ziyang Guo
a99459ac93
fix(reindex): return a readable summary so Studio stops showing a placeholder ( #565 )
...
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* fix(reindex): return a readable summary so Studio stops showing a placeholder
`ReindexStep` assigned the store's report dict straight to
`response.answer`. ReMe Studio's settings panel already anticipates a string
answer:
typeof result.answer === "string" && result.answer ? result.answer : t("indexRebuilt")
(`reme_studio/app/settings-center.tsx`), so with a dict answer that branch was
unreachable and every rebuild reported the generic "index rebuilt" text. The
operator never saw which scopes ran or how many entries each indexed.
Render the report as one summary line — `Reindexed scope=all: bm25=7,
embedding=5, tag=2` for the composite scope and `Reindexed scope=bm25: 3
indexed` for a single one. The report itself still lands in metadata, so
programmatic consumers are unaffected, and Studio needs no change because its
string branch now fires.
`reindex` is the only answer-carrying consumer of this step; no test asserted
the answer content, only metadata, so nothing else moved.
* chore(reindex): tighten the renderer and deduplicate the summary test
Review on #565 : the helper's docstring carried the Studio background
that already lives in the PR description; the intermediate per_scope
dict collapses into the join generator; and the all-scope delegation
test now uses distinct counts (7, 5, 2) so it alone pins both the exact
summary answer and the full metadata report, replacing the overlapping
summary test.
* refactor(reindex): share summary return formatting
---------
Co-authored-by: jinli.yl <jinli.yl@alibaba-inc.com>
2026-10-14 11:25:48 +08:00
dependabot[bot]
081f5df39a
chore(deps): bump actions/setup-python from 5 to 7 ( #610 )
...
* chore(deps): bump actions/setup-python from 5 to 7
Bumps [actions/setup-python](https://github.com/actions/setup-python ) from 5 to 7.
- [Release notes](https://github.com/actions/setup-python/releases )
- [Commits](https://github.com/actions/setup-python/compare/v5...v7 )
---
updated-dependencies:
- dependency-name: actions/setup-python
dependency-version: '7'
dependency-type: direct:production
update-type: version-update:semver-major
...
Signed-off-by: dependabot[bot] <support@github.com>
* chore(deps): align checkout with main to resolve merge conflict
---------
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: jinliyl <6469360+jinliyl@users.noreply.github.com>
2026-10-13 12:33:39 +08:00
dependabot[bot]
66eba12c87
chore(deps): bump actions/checkout from 4 to 7 ( #611 )
...
Bumps [actions/checkout](https://github.com/actions/checkout ) from 4 to 7.
- [Release notes](https://github.com/actions/checkout/releases )
- [Commits](https://github.com/actions/checkout/compare/v4...v7 )
---
updated-dependencies:
- dependency-name: actions/checkout
dependency-version: '7'
dependency-type: direct:production
update-type: version-update:semver-major
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-10-13 12:26:21 +08:00
Li-john1021
32ea486c34
fix(deps): bump agentscope to 2.0.10 for missing embedding usage ( #613 )
...
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OpenAI-compatible embedding endpoints that omit `usage` crash indexing on
agentscope 2.0.9. Upstream #3199 (v2.0.10) tolerates missing usage; bump
the pin so ReMe inherits the fix.
Fixes #598
Co-authored-by: Li-john1021 <Li-john1021@users.noreply.github.com>
2026-10-13 10:32:43 +08:00
Sen Huang
749c653f23
feat(integrations): add automatic memory plugins for Claude Code and Codex ( #575 )
...
* feat(integrations): add native Claude Code and Codex memory plugins
* docs(integrations): make plugin installation the coding agent entry point
* feat(integrations): configure plugin connections from user settings
* refactor(codex): use MCP tools and native plugin settings
* fix(codex): restore plugin hooks on current runtimes
* docs(codex): expand setup guide and reserve screenshot slots
* feat(codex): add configurable memory consolidation and status
* feat(codex): merge connection checks into a tabbed status app
* docs(codex): diagnose blocked status panel sandbox loading
* fix(codex): simplify status panel layout for narrow cards
* docs(codex): focus guides on connecting and using ReMe
* docs(codex): specify validated CLI and desktop version requirements
* feat(codex): add ReMe branding to plugin icons
* docs(codex): prepare manual screenshot workflow
* fix(codex): simplify ReMe status layout and activity
* docs(codex): explain Hook loading and local project context
* fix(codex): keep status refresh clear of host close control
* fix(codex): retain status resources for active MCP connections
* docs(codex): add real desktop screenshots to usage guides
* fix(integrations): address memory capture and consolidation review
* fix(codex): preserve capture endpoint during background delivery
2026-10-12 20:12:47 +08:00
WQS
64dcc5cdfa
docs: add bilingual multimodal memory blog and latest updates ( #601 )
...
* docs: introduce multimodal memory update
* docs: fix multimodal memory intro formatting
* docs: simplify multimodal memory startup examples
* docs: simplify blog sidebars and verify multimodal pages
---------
Co-authored-by: jinli.yl <jinli.yl@alibaba-inc.com>
2026-10-12 17:19:22 +08:00
jinliyl
e2da221fc4
ci: sync AgentScope pin with QwenPaw ( #569 )
2026-10-12 17:16:01 +08:00
dependabot[bot]
7006ced5b9
chore(deps): bump the codeql group across 1 directory with 2 updates ( #573 )
...
Bumps the codeql group with 2 updates in the / directory: [github/codeql-action/init](https://github.com/github/codeql-action ) and [github/codeql-action/analyze](https://github.com/github/codeql-action ).
Updates `github/codeql-action/init` from 4.38.1 to 4.38.3
- [Release notes](https://github.com/github/codeql-action/releases )
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md )
- [Commits](1c5b675653...24c54180a6 )
Updates `github/codeql-action/analyze` from 4.38.1 to 4.38.3
- [Release notes](https://github.com/github/codeql-action/releases )
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md )
- [Commits](1c5b675653...24c54180a6 )
---
updated-dependencies:
- dependency-name: github/codeql-action/analyze
dependency-version: 4.38.2
dependency-type: direct:production
update-type: version-update:semver-patch
dependency-group: codeql
- dependency-name: github/codeql-action/init
dependency-version: 4.38.2
dependency-type: direct:production
update-type: version-update:semver-patch
dependency-group: codeql
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-10-12 16:48:16 +08:00
Ziyang Guo
ca4842fe4d
docs(skills): include image suffixes in the resource watcher list ( #584 )
...
* docs(skills): include image suffixes in the resource watcher list
The default resource_watch_loop has watched image suffixes since #526 and
auto_resource renders them into caption cards, but the skill still listed
only the seven text types. An agent reading the skill would conclude that
images dropped under resource/ are never processed.
* docs(skills): clarify image captioning requirements
---------
Co-authored-by: jinli.yl <jinli.yl@alibaba-inc.com>
2026-10-12 16:36:34 +08:00
dependabot[bot]
bf7dc2e512
chore(deps): bump actions/setup-node from 7.0.0 to 7.1.0 ( #605 )
...
Bumps [actions/setup-node](https://github.com/actions/setup-node ) from 7.0.0 to 7.1.0.
- [Release notes](https://github.com/actions/setup-node/releases )
- [Commits](8207627860...949feb2413 )
---
updated-dependencies:
- dependency-name: actions/setup-node
dependency-version: 7.1.0
dependency-type: direct:production
update-type: version-update:semver-minor
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-10-12 15:34:40 +08:00
dependabot[bot]
c3dacceb44
chore(deps): bump actions/upload-artifact from 7.0.1 to 7.0.2 ( #606 )
...
Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact ) from 7.0.1 to 7.0.2.
- [Release notes](https://github.com/actions/upload-artifact/releases )
- [Commits](043fb46d1a...cf430e030d )
---
updated-dependencies:
- dependency-name: actions/upload-artifact
dependency-version: 7.0.2
dependency-type: direct:production
update-type: version-update:semver-patch
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-10-12 15:34:25 +08:00
dependabot[bot]
88e227660a
chore(deps): bump actions/download-artifact from 8.0.1 to 8.0.2 ( #607 )
...
Bumps [actions/download-artifact](https://github.com/actions/download-artifact ) from 8.0.1 to 8.0.2.
- [Release notes](https://github.com/actions/download-artifact/releases )
- [Commits](3e5f45b2cf...9000827ccb )
---
updated-dependencies:
- dependency-name: actions/download-artifact
dependency-version: 8.0.2
dependency-type: direct:production
update-type: version-update:semver-patch
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-10-12 15:34:09 +08:00
WQS
c1de31ab2c
feat(auto-memory): save session images with source links ( #574 )
...
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* feat(auto-memory): save session images with contextual source links
* fix(auto-memory): validate image provenance before persistence
* refactor(auto-memory): keep image attachment helpers in the memory step
* fix(auto-memory): preserve main session persistence order
* refactor(auto-memory): simplify image reuse and source frontmatter
2026-10-09 17:42:13 +08:00
Ziyang Guo
e4c381c7b1
fix(python-execute): rename the timeout parameter to survive CLI client kwargs ( #587 )
...
benchmark.yaml's python_execute job advertised a `timeout` parameter, but
`timeout` is one of the CLI's client-selection kwargs (reme/reme.py pops it
before the payload is sent), so `reme python_execute code=... timeout=300`
never delivered the timeout to the job. The value silently became the HTTP
client's request timeout while the subprocess kept the 60s default, so
benchmark code that needs longer was killed at 60s with no hint why. HTTP
and MCP callers were unaffected.
Rename the parameter to `python_timeout`, mirroring how the shell job
already avoids the same collision with `shell_timeout`. The step prefers
the new name and still accepts the legacy `timeout` context key so
existing benchmark configs keep working. A new guard test fails if any
job in reme/config/*.yaml or a plugin plugin.yaml declares a
client-reserved parameter name again.
2026-10-09 16:49:05 +08:00
Ziyang Guo
084c02e43a
fix(docs): publish OpenClaw and Hermes integration figures ( #586 )
...
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* fix(docs): publish OpenClaw and Hermes integration figures
The generated /en/integrations/openclaw, /zh/integrations/openclaw and
/en/integrations/hermes pages are built from the plugin READMEs, which
reference local figures/. Only the dsh and Studio READMEs had their
./figures/ links rewritten to site paths and their figure directories
copied into the build, so every screenshot on those three pages resolved
to /<language>/integrations/figures/*.png and 404'd. verify-build.mjs
only checks <a> links, never <img> sources, so the build stayed green.
Mirror the dsh pattern: rewrite the figure links to /figures/openclaw/
and /figures/hermes/, copy both figure directories into public/figures/,
add the missing language-cross link for the Hermes page, and cover all of
it in the generated-content tests.
* ci(docs): watch the new integration figure directories
The figures this PR adds under integrations/hermes_agent/figures/ and
integrations/openclaw/figures/ were not in either docs workflow's path
filter, so a follow-up commit that only touches a PNG would skip the docs
build and the broken-reference tests. Add both globs to the pull_request
filter in ci-docs.yml and the push filter in deploy-docs.yml, matching how
integrations/dsh/figures/** and reme_studio/figures/** are already listed.
Requested in review on #586 .
* test(docs): validate all integration screenshot references
---------
Co-authored-by: jinli.yl <jinli.yl@alibaba-inc.com>
2026-10-06 14:32:09 +08:00
pei711
dc12798526
fix(agent): preserve Unicode separators in saved state ( #594 )
...
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Co-authored-by: pei711 <199601925+pei711@users.noreply.github.com>
2026-10-05 11:25:37 +08:00
dependabot[bot]
090c8c24ab
chore(deps): bump openclaw/clawhub/.github/workflows/package-publish.yml ( #596 )
...
Bumps [openclaw/clawhub/.github/workflows/package-publish.yml](https://github.com/openclaw/clawhub ) from 0.23.3 to 0.24.0.
- [Release notes](https://github.com/openclaw/clawhub/releases )
- [Changelog](https://github.com/openclaw/clawhub/blob/main/CHANGELOG.md )
- [Commits](87ca030c30...cacf5ec1b0 )
---
updated-dependencies:
- dependency-name: openclaw/clawhub/.github/workflows/package-publish.yml
dependency-version: 0.24.0
dependency-type: direct:production
update-type: version-update:semver-minor
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-10-05 11:11:40 +08:00
jinliyl
eb2f466a30
docs: announce Studio Playground in latest updates ( #595 )
...
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* docs: announce Studio Playground in latest updates
* docs: center Playground preview and collapse older updates
2026-10-04 17:53:06 +08:00
jinliyl
4c54c2b650
feat(docker): add container deployment and multi-platform release workflow ( #582 )
...
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* feat(docker): add container deployment and multi-platform release workflow
* fix(llm): initialize providers on model access and preserve runtime injection
* test(llm): keep rejected model updates independent of credentials
2026-10-03 23:54:58 +08:00
machaoxin0407
49bbbc93ff
perf(bm25): maintain live document length incrementally ( #590 )
...
Co-authored-by: machaoxin0407 <221922045+machaoxin0407@users.noreply.github.com>
2026-10-03 22:38:11 +08:00
jinliyl
d529ec5256
feat(studio): add bilingual browser demo to documentation site ( #581 )
...
* feat(studio): add bilingual browser demo to documentation site
* fix(studio): preserve literal wikilinks during Markdown parsing
* fix(studio): preserve Markdown references and escaped wikilinks
2026-10-03 22:34:11 +08:00
jinliyl
1648b7ce93
Revert "docs: show main update time and CI status in READMEs ( #583 )" ( #589 )
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This reverts commit 65b48ec5fc .
2026-10-01 10:07:00 +08:00
jinliyl
65b48ec5fc
docs: show main update time and CI status in READMEs ( #583 )
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2026-10-01 09:01:54 +08:00
jinliyl
81c16d3e2c
feat(jobs): add a unified enabled switch for all job types ( #580 )
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* feat(jobs): allow disabling cron schedules independently
* refactor(jobs): unify job activation with enabled flag
2026-09-30 18:30:36 +08:00
jinliyl
67135cfc57
fix(dsh): support DeepSeek Harness 0.1.7-rc.2 ( #571 )
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* fix(dsh): support DeepSeek Harness 0.1.7-rc.2
* fix(dsh): preserve settings and validate live configuration
* fix(dsh): recognize legacy ReMe guidance on resumed sessions
* fix(dsh): keep live settings schema browser compatible
* fix(dsh): preserve exact host validation with serializable forms
2026-09-30 14:53:42 +08:00
xyf2020
67936d5a43
refactor(plugins): move BaseAgenticAnswerStep out of the core benchmark steps package into the lme/beam plugins ( #576 )
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* refactor(plugins): move BaseAgenticAnswerStep into lme/beam plugins
Move the shared benchmark answer base class from the core
reme.steps.benchmark package into each plugin's own src tree
(reme_lme.base_agentic_answer / reme_beam.base_agentic_answer) with
absolute imports, drop the core benchmark steps package, and update
plugin READMEs accordingly.
* refactor(plugins): simplify benchmark answer steps
* docs(plugins): clarify benchmark answer step migration
---------
Co-authored-by: jinli.yl <jinli.yl@alibaba-inc.com>
2026-09-30 12:19:32 +08:00
dependabot[bot]
30227e509f
chore(deps-dev): bump agentscope from 2.0.8 to 2.0.9 ( #578 )
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Bumps [agentscope](https://github.com/agentscope-ai/agentscope ) from 2.0.8 to 2.0.9.
- [Release notes](https://github.com/agentscope-ai/agentscope/releases )
- [Changelog](https://github.com/agentscope-ai/agentscope/blob/main/docs/changelog.md )
- [Commits](https://github.com/agentscope-ai/agentscope/compare/v2.0.8...v2.0.9 )
---
updated-dependencies:
- dependency-name: agentscope
dependency-version: 2.0.9
dependency-type: direct:development
update-type: version-update:semver-patch
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-09-29 14:31:11 +08:00
dependabot[bot]
bebad36745
chore(deps-dev): bump agentscope from 2.0.7.post1 to 2.0.8 ( #531 )
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Bumps [agentscope](https://github.com/agentscope-ai/agentscope ) from 2.0.7.post1 to 2.0.8.
- [Release notes](https://github.com/agentscope-ai/agentscope/releases )
- [Changelog](https://github.com/agentscope-ai/agentscope/blob/main/docs/changelog.md )
- [Commits](https://github.com/agentscope-ai/agentscope/compare/v2.0.7.post1...v2.0.8 )
---
updated-dependencies:
- dependency-name: agentscope
dependency-version: 2.0.8
dependency-type: direct:development
update-type: version-update:semver-patch
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2026-09-26 00:19:03 +08:00
jinliyl
8b5456641f
docs: show ReMe ecosystem on homepage ( #568 )
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* docs: show ReMe ecosystem on homepage
* fix(docs): prevent hero title from overlapping ecosystem column
At 1366x768 the English headline used white-space: pre inside a
left column squeezed to ~538px by the 650px right column, so it
overflowed onto the ecosystem map (review comment on #568 ).
- use white-space: pre-wrap so the headline wraps within its column
- stack the hero to a single column below 1680px (benchmark/traffic
sections keep their original 1320px breakpoint)
- pin the ecosystem column to 650px and cap the headline at 76px so
the two-line headline fits beside it at 1681px and wider
Co-Authored-By: Claude Code <noreply@anthropic.com>
---------
Co-authored-by: Claude Code <noreply@anthropic.com>
2026-09-24 11:58:05 +08:00
jinliyl
c9a9728164
docs: link readmes to documentation site ( #567 )
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2026-09-23 11:11:32 +08:00
WQS
ce386f5391
feat(auto-resource): unify text and image auto-resource using agentwrapper ( #555 )
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* feat(auto_resource): unify text and image agent workflows
* test(auto_resource): streamline coverage and clarify image prompts
* refactor(auto_resource): simplify shared agent interpretation
* test(codex): isolate stdio startup budgets and teardown
* refactor(auto-resource): align image options and wrapper backend checks
* fix(auto-resource): finalize image notes after agent errors
* fix(auto-resource): complete image agent review fixes
* refactor(auto-resource): simplify shared reply failure finalization
* refactor(auto-resource): compose shared resource instructions
* fix(auto-resource): preserve prompt configuration compatibility
* refactor(auto-resource): remove legacy image prompt aliases
2026-09-23 10:20:35 +08:00