[16.7.0] - 2026-09-04 - "Replayable Agents and Grounded Engineering Knowledge"
Added agent-run forensics, an embodied-AI knowledge compiler, and a focused
Laravel repair workflow; resolved the current fast-uri and qs advisories.
The published catalog contains 2,111 skills.
This release helps Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and
related AI coding assistants investigate recorded agent behavior, compile
evidence-backed embodied-AI knowledge, and repair Laravel applications with
explicit safety and verification boundaries.
Start here:
- Install:
npx agentic-awesome-skills orca-replayfor reading model, shell, file-change,
and MCP traces before explaining or replaying a past agent run.entropy-boxfor querying and compiling a live
embodied-AI knowledge graph with provenance and confidence preserved.laravel-development-workflowfor
root-cause-oriented Laravel maintenance and regression testing.- Choose your tool
- Best skills by tool
- Bundles
- Workflows
Added
- Added
orca-replayfor evidence-first diagnosis of
recorded coding-agent runs, including model traffic, shell results,
per-turn filesystem changes, MCP calls, replay, and bounded multi-model
comparison (#1330). - Added
entropy-boxfor searching and consulting a
hosted embodied-AI knowledge graph, preserving source identity, confidence,
temporal scope, and the distinction between retrieved evidence and optional
LLM synthesis (#1331). - Added
laravel-development-workflow
for diagnosing Laravel and PHP defects at the root cause, matching the
existing application architecture, adding regression coverage, and running
proportionate verification
(#1327).
Changed
- Updated the web catalog from
highlight.js11.11.2 to 11.12.0
(#1332). - Updated artifact upload and download steps to the Node 24-based v7 and v8
GitHub Actions, removing the runner deprecation warnings from protected
validation and failing downloads closed on digest mismatch. - Kept the protected npm advisory gate fail-closed while disabling its
redundant install-time request and adding three bounded attempts for
transient registry timeouts and 503 responses. - Regenerated ephemeral canonical data in the Workbench preview before its
tests and build so source-only pull requests are evaluated against their
exact skill catalog rather than the previous canonical snapshot. - Disabled redundant install-time advisory requests in pull-request validation
and preview jobs; dependency review and the protected fail-closed npm audit
remain mandatory. - Regenerated the canonical catalog, offline AAS Core data, tracked web assets,
marketplaces, editorial bundles, compatibility reports, and Codex/Claude
plugin distributions for 2,111 skills.
Fixed
- Raised the root
fast-urifloor and refreshed its lockfile to resolve the
host-confusion and repeated-hostname-decoding SSRF advisories
(#1328). - Raised the Loki example backend's
qsoverride to 6.16.0 and synchronized
its lockfiles, resolving the bracket-key comma parsing array-limit advisory
in both canonical and mirrored package trees
(#1328).
Security and Reliability
- Treats OrcaReplay trace content as untrusted evidence rather than agent
instructions, requires approval before worktree mutation, and makes the
network and token cost of multi-model comparison explicit. - Treats Entropy Box responses as untrusted hosted data, preserves citations
and confidence markers, and distinguishes the default non-synthesizing
consult response from the optional integrated LLM path. - Keeps Laravel diagnosis bounded to the repository's real architecture and
existing approval, secret, data-mutation, and deployment policies. - Verified zero known npm vulnerabilities in the root package, web app, and
repaired Loki example backend after the dependency updates.
Who should care
- Teams debugging why an agent changed a file, invoked a tool, or produced a
particular answer during a recorded run. - Robotics and embodied-AI researchers who need a cited knowledge map rather
than uncited synthesis presented as established fact. - Laravel maintainers who want a disciplined repair loop that preserves local
conventions and proves the regression is covered. - Catalog users who depend on the web application and its dependency chain.
Validation
- Passed validation for 2,111 canonical skills, reference validation,
documentation-security checks, warning-budget enforcement, strict catalog
audit and security scan, plugin and bundle convergence, repository tests,
web-app tests and coverage, production build, npm audits, and protected
exact-head merge gates. - Release publication additionally verifies clean final
main, tag and npm
parity, CI, CodeQL, release-only Pages, current and legacy public surfaces,
and every already-configured local AAS MCP host.
Limitations
- OrcaReplay can only explain events present in a captured trace; replay and
multi-model comparison can mutate a worktree, reach external services, and
incur cost when explicitly enabled. - Entropy Box coverage and freshness depend on its hosted graph and declared
sources; low-confidence and proposed capabilities still require primary
source verification. - The Laravel workflow cannot infer undocumented business requirements or
replace framework-specific tests, production review, and deployment gates. - Dependency audits cover known advisories in resolved package graphs and are
not an independent security audit of every skill or upstream service.
Credits
- @xizhuomengcontin for
orca-replayin
#1330. - @chenli-yy for
entropy-boxin
#1331. - @Junaid-PK for
laravel-development-workflowin
#1327.