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Aisp creator evolution aisp

Skill AIXP-Labs/SoulSkill/claude_code_plugin/skills/aisp_creator_evolution_aisp

AISP-backed bridge for Create new conformant AISP skills, evolve existing ones, and adapt existing Agent Skills into native AISP packages from requirements, SOPs, prompts, or evidence. Use when create a new AISP skill; convert a requirement, workflow, SOP, or prompt into an AISP skill. Do not use when research only, with no skill produced; generating a non-AISP artifact (e.g. a plain SKILL.md with no AISOP body).From its SKILL.md

Install
npx -y skills add AIXP-Labs/SoulSkill --skill aisp_creator_evolution_aisp

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its file declares

Copied from the file, not written here

The file declares its own license as Apache-2.0. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

5.7 KB, ~1.4k tokens by cl100k_base, as published. Nobody here has run it

AISP Creator & Evolution (AISP-backed Agent Skill)

<!-- generated_from_aisp: true --> <!-- source: aisp.aisop.json --> <!-- generator: tools/aisp_skill_md.py -->

This SKILL.md is a thin Agent Skills discovery bridge, not the source of truth. The executable source of truth is the same-folder aisp.aisop.json AISP program.

Deleting this file does not change the native AISP skill. A conforming AISP/AISOP runtime should load aisp.aisop.json, read user.content.aisp_contract, and run user.content.aisop.main exactly as declared.

How to use

  1. Load aisp.aisop.json from this folder.
  2. Read user.content.aisp_contract before following any workflow.
  3. Follow user.content.instruction: STRICTLY OBEY aisp_contract; its non_negotiable rules are inviolable; then RUN aisop.main.
  4. Load declared resources only when the AISP graph reaches the node that needs them.
  5. Enforce every non-negotiable rule through the mechanism named by enforced_by.

Declared resources

  • schemas/skill-design.schema.json (schema, read_only)
  • schemas/research-request.schema.json (schema, read_only)
  • schemas/research-result.schema.json (schema, read_only)
  • schemas/evolution-evidence.schema.json (schema, read_only)
  • references/binding-rules.md (reference, read_only)
  • README_CN.md (documentation, read_only)
  • .gitignore (packaging, read_only)
  • aisop_specification/README.md (spec_index, read_only)
  • aisop_specification/MANIFEST.sha256.json (manifest, read_only)
  • aisop_specification/aisop-spec.md (spec, read_only)
  • aisop_specification/aisop-spec_CN.md (spec, read_only)
  • aisp_specification/README.md (spec_index, read_only)
  • aisp_specification/MANIFEST.sha256.json (manifest, read_only)
  • aisp_specification/AISP_Protocol.md (spec, read_only)
  • aisp_specification/AISP_Protocol_cn.md (spec, read_only)
  • aisp_specification/aisp.proto (spec, read_only)
  • aisp_specification/standards/AISP_Standard.core.aisop.json (standard, read_only)
  • aisp_specification/standards/AISP_Standard.ecosystem.aisop.json (standard, read_only)
  • aisp_specification/standards/AISP_Standard.security.aisop.json (standard, read_only)
  • aisp_protocol_schemas/README.md (schema_index, read_only)
  • aisp_protocol_schemas/MANIFEST.sha256.json (manifest, read_only)
  • aisp_protocol_schemas/aisp-contract-v1.schema.json (schema, read_only)
  • aisp_protocol_schemas/runtime-trace-v1.schema.json (schema, read_only)
  • aisp_protocol_schemas/tool-capabilities-v1.schema.json (schema, read_only)
  • aisp_protocol_schemas/registry-manifest-v1.schema.json (schema, read_only)
  • aisp_reference_tools/README.md (tool_index, read_only)
  • aisp_reference_tools/MANIFEST.sha256.json (manifest, read_only)
  • aisp_reference_tools/aisp_validate.py (script, execute_only)
  • aisp_reference_tools/aisp_hash.py (script, execute_only)
  • aisp_reference_tools/aisp_readme.py (script, execute_only)
  • aisp_reference_tools/aisp_skill_md.py (script, execute_only)
  • aisp_reference_tools/aisp_check_runtime_trace.py (script, execute_only)
  • aisp_reference_tools/aisp_validate_agent_skill_bridge.py (script, execute_only)
  • aisp_reference_tools/check_doc_sync.py (reference, read_only)
  • aisp_reference_tools/check_markdown_links.py (reference, read_only)
  • aisp_reference_tools/__init__.py (reference, read_only)
  • templates/skill-template.md (template, read_only)
  • scripts/validate_aisp_skill.py (script, execute_only)
  • scripts/simulate_aisp_flow.py (script, execute_only)
  • scripts/check_generated_candidate.py (script, execute_only)
  • evals/evals.json (eval, read_only)
  • evals/script-behavior.json (eval, read_only)
  • evals/runtime-traces/hard-pass.json (eval, read_only)
  • evals/runtime-traces/hard-attested-no-event.json (eval, read_only)
  • evals/runtime-traces/bad-shape.json (eval, read_only)

Non-negotiable boundaries

  • Follow RUN aisop.main; route by intent and never skip research, validation, or human review. (aisop.main)
  • Required research MUST run via the research sub-graph, not ad-hoc browsing. (run_research.step2:sys.assert)
  • Design MUST NOT start until mandatory research has completed. (assert_research_complete.step1:sys.assert)
  • A delivered skill MUST be a conformant AISP skill (passes M1-M6 and safety checks); reject otherwise. (validate_candidate.step5:sys.assert)
  • MUST obtain explicit human approval before delivering a candidate. (review_candidate.step2:sys.io.confirm)
  • Never write outside the resolved candidate root; never publish or perform destructive actions without confirmation. (tools)

Runtime boundary

Agent Skills platforms can use this bridge to discover and inspect the package. Hard guarantees such as sys.assert, sys.io.confirm, tool gating, dispatch behavior, and path confinement require a conforming AISP/AISOP runtime. A generic non-AISOP agent can only follow the contract on a best-effort basis.

Passing SKILL.md generation or bridge validation proves only projection consistency and bridge shape. It does not prove external trust, safety, registry approval, or hard execution on a non-AISOP platform.

Align Axiom 0: Human Sovereignty and Wellbeing. AISP - AI Skill Protocol V1.0.0. www.aisp.dev

What ships with it: 47 files

547.9 KB alongside SKILL.md, 12 of them executable

aisop_specification/

aisp_protocol_schemas/

aisp_reference_tools/

aisp_specification/

evals/

references/

schemas/

7 more files not listed here. See all 47 in the repository.

Keep looking

Skills are one crate of 326,645. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.