v0.5.6 — Secret providers, Bedrock Converse adapter, korean_slang, and catalog hardening
LatestSkillware 0.5.6 introduces pluggable secret providers for safe credential resolution without global os.environ mutation, an AWS Bedrock Converse tool adapter with enterprise cloud deployment guides, the new linguistics/korean_slang offline Gen-Z lexicon, major feature upgrades for creative/deck_builder (v0.2.0) and finance/uk_companies_house_handler (v1.3.0), the optimization/context_optimizer mini-RAG skill, and repository-wide terminology and glossary alignment.
Install: pip install skillware==0.5.6 or pip install -U skillware or just pip install skillware
Update from 0.5.5: pip install -U skillware — breaking change for UK Companies House hosts using map_intent (use direct host agent run_pipeline step composition).
Added
Core: Pluggable Secret Providers (#39, #354)
- Pluggable secret providers (
SecretProvider,EnvSecretProvider,MappingSecretProvider,CallableSecretProvider) andSkillLoader.resolve_env_vars()inject manifestenv_varsintoBaseSkill(config=...)without requiring globalos.environmutation. BaseSkill.credential()provides config-first credential lookup withos.environfallback for local.envworkflows.SkillContext(secret_provider=...)resolves credentials on eachexecute()and passes them viaconfig(supporting ephemeral and rotating tokens).skillware doctoradds an ENVS column reporting missing required manifestenv_vars.- Examples:
secret_provider_demo.pydemonstrates host-injected credentials withoutos.environ.
Core: AWS Bedrock Converse Tool Adapter & Enterprise Cloud Guides (#262, #353)
SkillLoader.to_bedrock_tool()converts manifest parameters into AWS Bedrock ConversetoolSpec/inputSchema.jsonformat.SkillContext.tools("bedrock")exposes Bedrock Converse tool specifications for multi-skill hosts.- Comprehensive cloud guides: enterprise_cloud.md (hosting + adapter routing), bedrock.md, azure_openai.md, and vertex.md.
- Examples:
bedrock_tos_evaluator.pydemonstrates an AWS Bedrock Converse loop withto_bedrock_tool().
linguistics/korean_slang v0.1.0 (#34, #369)
- New
linguistics/category and deterministic offline Korean Gen-Z slang lexicon. - Pure-function
execute(): longest-first matching over a curated September 2026 pack, template-basedsuggest(), exactlookup(), honorific audience gates (peers,mixed,work,elders), and constitution filters for slurs and toxic terms. Zero network and zero model calls. - GitHub label
cat: linguisticsin.github/labels.jsonand proposal templates. - Examples & tooling:
korean_slang_demo.pyand stress harnesskorean_slang_stress_sim.py.
creative/deck_builder v0.2.0 (#336, #337)
- Enterprise presentation platform baseline: procedural Pillow placeholders, image fit policies, new layouts (
timeline,metrics,comparison),lint_deckquality gates,suggest_outlinearchetypes, governance ribbons and footers. - Examples:
deck_builder_chain_demo.py(suggest_outline→bg_remover→lint_deck→renderviaSkillContext).
optimization/context_optimizer v0.1.0 (#44, #357)
- Query-aware extractive context selection for large documents.
- Local
fastembedchunk scoring againstagent_goal, traceablechunks_selected, fail-closedempty_result, and constitution-bound verbatim extractive output without LLM API calls. - Examples:
context_optimizer_demo.py,context_optimizer_chain_demo.py(firewall → optimizer), and interactive Claude/Gemini loops.
finance/uk_companies_house_handler v1.3.0 (#220, #310, #359)
- Deterministic officer role matchers (
officer_role) supporting 3 canonical categories (directors,secretaries,corporate) and 29 official Companies House statutory roles interminology_map.yaml. - Case-insensitive officer name substring matching (
officer_name/officer_filter). - Multi-page officer scanning up to 1,000 records in 100-item chunks for filtered queries.
- Deterministic filing history sorting descending by date; filing helpers
latest_only: trueandlatest_per_category: true. - Direct host agent
run_pipelineorchestration with<from_resolve>parameter substitution. - Decoupled composite action
resolve_company_officer(resolve company -> halt onneeds_inputif ambiguous -> filter matching officer(s) by role/name in one turn). - Active vs. resigned transparency in envelopes (
active_only,matched_count,terminology_note). - Strict context isolation preventing sticky filter contamination across turns.
Docs & Guidelines Alignment (#252, #362, #348)
- New Glossary and inclusive language documentation defining canonical roles: Operator, Contributor, Host agent, End user, Skill bundle, Directive, Contract.
- Retired legacy Mind / Body / Conscience terminology across core docs, examples, and tests.
- Revamped skill trust model aligned with secret providers,
SkillContext, doctor/paths tooling, and untrusted-input chains. - Guidance for host-context integration: full Directives, brief registry lines, and host-managed progressive loading (#348).
Changed
- Skills with credentials: Bundled registry skills with
env_varsnow resolve credentials viaself.credential()for config-first secret provider support (#39). - Security support windows:
>= 0.5.6supported and patched;0.4.6 – 0.5.5silent;< 0.4.6unsupported (CLI advisory emitted). - Issue templates: Synchronized
06_cli.ymlwith current CLI subcommands and splash menu (#370).
Removed
- finance/uk_companies_house_handler v1.3.0: Excised redundant
map_intentaction, internal helper methods (_map_intent,_normalize_keyword,_lookup_terminology), andintent_to_actionfromterminology_map.yamlin favor of direct host agentrun_pipelinestep composition (#220).
Fixed
- finance/uk_companies_house_handler v1.3.0: Officer name filtering matches all word parts across candidate names, deterministically resolving natural order (
"Firstname Lastname") vs UK registry inverted order ("SURNAME, Firstname") (#220). - finance/uk_companies_house_handler v1.3.0:
run_pipelinehalts<from_resolve>substitution upon encountering subsequent company resolution steps, preventing cross-company parameter corruption in multi-company pipelines (#220). - docs/skills: Aligned issuer organization metadata across catalog pages and skill cards; linked merge commit SHAs in skill history tables.
What's possible today
| Capability | How |
|---|---|
| Host-injected secrets (no global env mutation) | SkillContext(secret_provider=MappingSecretProvider({...})) |
| AWS Bedrock Converse tool-use | SkillLoader.to_bedrock_tool(bundle) or SkillContext.tools("bedrock") |
| Korean Gen-Z slang interpret & suggest | SkillLoader.load_skill("linguistics/korean_slang") |
| PPTX deck assembly & outline linting | creative/deck_builder (v0.2.0) |
| Query-aware extractive mini-RAG | optimization/context_optimizer |
| Advanced UK company & officer audits | finance/uk_companies_house_handler (v1.3.0) |
| Token-efficient web proxy & SSRF guard | data_engineering/semantic_web_proxy |
| Five-provider catalog loops | Every page under docs/skills/ |
| Full registry + framework | pip install "skillware[all]" |
Upgrade notes
- UK Companies House v1.3.0 breaking change: The
map_intentaction is removed. Use directrun_pipelineorchestration or standalone composite actions (resolve_company_officer,resolve_and_get_officers,resolve_and_get_filings). - Secret Providers: If you manage multi-tenant or ephemeral API credentials, pass a
SecretProviderintoSkillContextinstead of modifyingos.environ. - Citing: Zenodo concept DOI
10.5281/zenodo.21552745remains stable; record Skillware 0.5.6 for reproducibility (CITATION.cffupdated).
Full changelog
Contributors
Thanks to everyone who contributed to this release:
- @bd-c3 — linguistics/korean_slang (#34, #369), glossary and terminology sweep (#252, #362)
- @Areen-09 — uk_companies_house_handler v1.3.0 (#220, #310, #359)
- @tusharjamunkar — deck_builder v0.2.0 baseline (#336, #337)
- @stgomoyaa — host context integration paths docs (#348, #350)
- @rosspeili — secret providers (#39, #354), Bedrock Converse adapter & enterprise cloud guides (#262, #353), context_optimizer (#44, #357), trust model revamp, release cut
Citation
Zenodo concept DOI: 10.5281/zenodo.21552745 — record Skillware v0.5.6 for reproducibility (CITATION.cff updated).