Real Skill packageSource verifiedClawHub registry

Pi EvoX Loop

Give your coding agent an 'experience inheritance' runtime: recall validated fixes from an Evolver gene store at task start, register hits when a fix is actually used, and deposit newly-learned fixes after repairing a non-obvious failure. Optionally run controlled closed-loop experiments (R1 trap → distill → inject → R2) to measure inheritance gains. Use at the START of non-trivial tasks, after fixing a non-obvious failure, or when you want to measure agent self-evolution. Trigger words: 经验召回, 错题本, 经验继承, 自进化, evol…

Identity and source

Publisher attributionWingregistry owner unverified by skillvetai
Functional categorySoftware Developmentautomatically inferred · 56% rule confidence
Package forminstruction with code45 recorded files
Canonical sourceClawHub registryclawhub:stwhwing:pi-evox-loop
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/27/2026.claude/skills/pi-evox-loop

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/27/2026.agents/skills/pi-evox-loop

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/27/2026skills/pi-evox-loop

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @stwhwing/pi-evox-loop
clawhub inspect @stwhwing/pi-evox-loop --version 0.14.5

Security evidence

SkillVetAI static result: medium signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
partial text content
Files
38 / 45 inspected as text
Checked
9/27/2026, 5:01:23 PM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
mediumPrompt-override language requires reviewdocs/adapter-design.md:172 · confidence 62%return { systemPrompt: event.systemPrompt + ... }` —— **链式修改 system prompt
5 inferred permission indicators
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
  • external write action — automatically inferred
6 dependency and API indicators
  • npm: @earendil-works/pi-coding-agent 0.74.2
  • npm: @evomap/evolver 2.0.30
  • api: api.deepseek.com
  • api: arxiv.org
  • api: github.com
  • api: www.palantir.com
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/27/2026, 3:25:17 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:fbf451b02a1caaa8bc6594860cda141634a10663e0661a4f3f2d5561a2c69116
Show up to 30 recorded paths
  • code/distill_sessions.mjs
  • code/engine/evolver-bridge.mjs
  • code/engine/index.mjs
  • code/engine/light/distill.mjs
  • code/engine/light/ledger.mjs
  • code/engine/light/store.mjs
  • code/evolver-bridge.ts
  • code/evolver-recall.mjs
  • code/evox-weekly.sh
  • code/light-cli.mjs
  • code/metrics_collect.mjs
  • code/pi_evolve.mjs
  • code/pi_session_adapter.js
  • code/setup.sh
  • code/sum_tokens.js
  • docs/adapter-design.md
  • docs/experiment-report.md
  • docs/other-agents.md
  • docs/providers.md
  • docs/security-and-license.md
  • examples/sample-run-log.md
  • examples/task-crlf.txt
  • examples/task-gbk.txt
  • examples/task-nfd.txt
  • examples/task-numeric.txt
  • examples/task-readonly.txt
  • exp/crlf-trap-template/data/metrics.json
  • exp/crlf-trap-template/run_report.py
  • exp/encoding-trap-template/data/events.jsonl
  • exp/nfd-trap-template/data/café_report.json

Source changelog

- Added a concise "30 秒上手（Quick-Start）" section to SKILL.md for faster onboarding, highlighting core usage (A/B flows) with sample commands. - Clarified key requirements and FAQs at the top, including guidance for first-run scenarios and Node.js version compatibility. - Improved organization and brevity by moving full instructions, caveats, and extended documentation after the quick-start guide. - Removed the redundant skill-card.md file. - No changes in core functionality; updates focus on documentation clarity and usability.

Release security diff

mediumCompared fixed releases 0.14.4 and 0.14.5; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

0.14.49/24/2026sha256:a2c14f22a00d4025829382c54b538ce7e866f6e8cc9e99439a3048eb39b3737b
0.14.39/18/2026sha256:3c9c8dba10e0b1959e21cd60e1c7127f54124776e02dbf09deeba37bad4c0f8f
0.14.19/15/2026sha256:cf61263995ea38f6be5345e47051b9aaf9a09fae8519d0e6cdc2b1c9508aa068
0.12.09/13/2026sha256:235252ada089b163c25b33a6eb214a23ac8d7c6d60c2ea728a7b26d33d62efdb
0.10.09/11/2026sha256:f9fbc6dffdf3243d0e8b755b30e098c34d89dde640b49eadd33efad50681236c
0.5.09/10/2026sha256:33eada3cae8858eb190fd112cf0b4e51c173aa8eceed464666fc95a26b5c3b5d
0.4.09/9/2026sha256:2ed3d3922819b6c2989a11471f0bcbdd70fb33a6e3cf198bcc029ad428d17073
0.3.39/8/2026sha256:030dee6f919fbc3b557ecd003bc2faf14f4b14fcc8bdbe48723e0271c21f9c7c
0.3.09/8/2026sha256:fd51b718b9356acf010612075c63d31eff8f432414345265a28d8f2a3d1b4410