rosspeili · Oct 31, 2026 · Oct 31, 2026
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -15,6 +15,7 @@ Contributors add user-facing entries under `[Unreleased]` in the same PR. Mainta
 ### Changed
 
 - **CLI / Interactive menu:** Prioritize `find` at option 1 and consolidate setup actions under option 4, `config`, in a seven-item main menu. The config submenu includes paths, theme, EVM, mail, addressbook, show and open. Named setup shortcuts and direct CLI commands remain available (#455).
+- **Docs:** Formatted Manifest v2 taxonomy metadata as a scannable bulleted list across all skill catalog pages ([#448](https://github.com/ARPAHLS/skillware/issues/448)).
 - **Typing:** `skillware/core/loader.py` is now type-clean and removed from the `[[tool.mypy.overrides]]` list, so `mypy skillware` checks it in CI (#415, Phase 3).
 
 ### Fixed

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
@@ -413,7 +413,7 @@ Registry skills are shipped inside the `skillware` wheel. Per-skill layout uses
 ### 6. `docs/skills/<category>/<skill_name>.md` (catalog page)
 
 - Human-readable documentation linked from the [Skill Library](docs/skills/README.md) and the category hub `docs/skills/<category>/README.md`.
-- Include **ID**, **Issuer**, the Manifest v2 metadata block (**Version**, **Tier**, **Shape**, **Target**, **Tags** inside `<!-- skill-doc-meta:begin --> ... <!-- skill-doc-meta:end -->`), and **Recommended install** (`pip install "skillware[<category>_<skill>]"` — see [install_extras.md](install_extras.md)) near the top.
+- Include **ID**, **Issuer**, the Manifest v2 metadata block as a scannable bulleted list (**Version**, **Tier**, **Shape**, **Target**, **Tags** inside `<!-- skill-doc-meta:begin --> ... <!-- skill-doc-meta:end -->`), and **Recommended install** (`pip install "skillware[<category>_<skill>]"` — see [install_extras.md](install_extras.md)) near the top.
 - Include the **intent** block (`<!-- skill-intent:begin -->`) with **Solves**, **Works with**, and **Runtime** lines so search and GitHub can match operator queries. Keep wording accurate; do not stuff keywords.
 - Describe capabilities, prerequisites, arguments, and limitations.
 - If the skill calls external services, list its environment variables in a short table and link to [API keys for skills](docs/usage/api_keys.md). Do not duplicate the full setup guide on the skill page.

diff --git a/docs/skills/bio/sequence_ops.md b/docs/skills/bio/sequence_ops.md
@@ -3,11 +3,11 @@
 **ID**: `bio/sequence_ops`
 **Issuer**: [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0` — 24 Oct 2026
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `dna`, `rna`, `protein`, `bioinformatics`, `in_silico`, `alignment`, `translation`, `transcription`, `genomics`, `fasta`
+- **Version**: `0.1.0` — 24 Oct 2026
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `dna`, `rna`, `protein`, `bioinformatics`, `in_silico`, `alignment`, `translation`, `transcription`, `genomics`, `fasta`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Deterministic in-silico operations on DNA, RNA, and protein sequence strings.

diff --git a/docs/skills/compliance/mica_module.md b/docs/skills/compliance/mica_module.md
@@ -3,11 +3,11 @@
 **ID**: `compliance/mica_module`
 **Issuer**: [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.2` — 5 Oct 2026
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `mica`, `crypto`, `compliance`, `regulation`, `eu`
+- **Version**: `0.1.2` — 5 Oct 2026
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `mica`, `crypto`, `compliance`, `regulation`, `eu`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Local MiCA policy enforcement and RAG over a bundled crypto-asset regulation corpus.

diff --git a/docs/skills/compliance/pii_masker.md b/docs/skills/compliance/pii_masker.md
@@ -3,11 +3,11 @@
 **ID**: `compliance/pii_masker`
 **Issuer**: [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0` — 20 Jul 2026
-**Tier**: `core`
-**Shape**: `middleware`
-**Target**: `software`
-**Tags**: `pii`, `privacy`, `masking`, `gdpr`, `redaction`
+- **Version**: `0.1.0` — 20 Jul 2026
+- **Tier**: `core`
+- **Shape**: `middleware`
+- **Target**: `software`
+- **Tags**: `pii`, `privacy`, `masking`, `gdpr`, `redaction`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Detect and redact personally identifiable information locally before text reaches an external model.

diff --git a/docs/skills/compliance/tos_evaluator.md b/docs/skills/compliance/tos_evaluator.md
@@ -4,11 +4,11 @@
 **Skill ID:** `compliance/tos_evaluator`
 **Issuer:** [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.1` — 9 Sep 2026
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `tos`, `legal`, `compliance`, `contracts`, `scraping`, `robots_txt`
+- **Version**: `0.1.1` — 9 Sep 2026
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `tos`, `legal`, `compliance`, `contracts`, `scraping`, `robots_txt`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Decide whether an intended automated web action appears permitted by robots.txt and site legal pages.

diff --git a/docs/skills/creative/bg_remover.md b/docs/skills/creative/bg_remover.md
@@ -3,11 +3,11 @@
 **ID**: `creative/bg_remover`
 **Issuer**: [@AyushSrivastava1818](https://github.com/AyushSrivastava1818) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.2.0` — 2 Aug 2026
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `image`, `segmentation`, `background_removal`, `vision`
+- **Version**: `0.2.0` — 2 Aug 2026
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `image`, `segmentation`, `background_removal`, `vision`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Remove image backgrounds locally and return transparent PNGs for creative and deck pipelines.

diff --git a/docs/skills/creative/deck_builder.md b/docs/skills/creative/deck_builder.md
@@ -3,11 +3,11 @@
 **ID**: `creative/deck_builder`  
 **Issuer**: [@tusharjamunkar](https://github.com/tusharjamunkar) ([@ARPAHLS](https://github.com/ARPAHLS))  
 <!-- skill-doc-meta:begin -->
-**Version**: `0.2.0` — 16 Sep 2026
-**Tier**: `core`
-**Shape**: `workflow`
-**Target**: `software`
-**Tags**: `presentation`, `slides`, `pptx`, `powerpoint`
+- **Version**: `0.2.0` — 16 Sep 2026
+- **Tier**: `core`
+- **Shape**: `workflow`
+- **Target**: `software`
+- **Tags**: `presentation`, `slides`, `pptx`, `powerpoint`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Assemble editable PPTX decks from structured JSON specs with lint and outline helpers.

diff --git a/docs/skills/data_engineering/novelty_extractor.md b/docs/skills/data_engineering/novelty_extractor.md
@@ -4,11 +4,11 @@
 **Skill ID:** `data_engineering/novelty_extractor`
 **Issuer:** [@rizzoMartin](https://github.com/rizzoMartin) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0` — 16 Jul 2026
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `clustering`, `novelty`, `embeddings`, `data_mining`
+- **Version**: `0.1.0` — 16 Jul 2026
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `clustering`, `novelty`, `embeddings`, `data_mining`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Filter text datasets by semantic novelty using local embeddings, keeping only chunks that add information.

diff --git a/docs/skills/data_engineering/semantic_web_proxy.md b/docs/skills/data_engineering/semantic_web_proxy.md
@@ -3,11 +3,11 @@
 **ID**: `data_engineering/semantic_web_proxy`  
 **Issuer**: [@rizzoMartin](https://github.com/rizzoMartin) ([@ARPAHLS](https://github.com/ARPAHLS))  
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0`
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `web`, `scraping`, `semantic`, `proxy`, `markdown`
+- **Version**: `0.1.0`
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `web`, `scraping`, `semantic`, `proxy`, `markdown`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Convert live pages or raw HTML into token-efficient Markdown, text, or JSON behind an SSRF guard.

diff --git a/docs/skills/data_engineering/synthetic_generator.md b/docs/skills/data_engineering/synthetic_generator.md
@@ -4,11 +4,11 @@
 **Skill ID:** `data_engineering/synthetic_generator`
 **Issuer:** [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.1` — 9 Sep 2026
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `synthetic_data`, `generation`, `testing`, `mock`
+- **Version**: `0.1.1` — 9 Sep 2026
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `synthetic_data`, `generation`, `testing`, `mock`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Generate high-entropy synthetic JSONL for model fine-tuning without mode collapse.

diff --git a/docs/skills/data_engineering/telemetry_normalizer.md b/docs/skills/data_engineering/telemetry_normalizer.md
@@ -3,11 +3,11 @@
 **ID**: `data_engineering/telemetry_normalizer`  
 **Issuer**: [@rin-katsuragi](https://github.com/rin-katsuragi) ([@ARPAHLS](https://github.com/ARPAHLS))  
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0`
-**Tier**: `core`
-**Shape**: `stream`
-**Target**: `software`
-**Tags**: `telemetry`, `normalization`, `metrics`, `streaming`, `iot`, `sensors`
+- **Version**: `0.1.0`
+- **Tier**: `core`
+- **Shape**: `stream`
+- **Target**: `software`
+- **Tags**: `telemetry`, `normalization`, `metrics`, `streaming`, `iot`, `sensors`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Standardize noisy heterogeneous sensor telemetry from robotics, IoT, and facilities into canonical SI units and W3C SOSA/SSN semantic observations.

diff --git a/docs/skills/defi/evm_reader.md b/docs/skills/defi/evm_reader.md
@@ -3,11 +3,11 @@
 **ID**: `defi/evm_reader`  
 **Issuer**: [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))  
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0`
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `web3`, `evm`, `ethereum`, `rpc`, `blockchain`
+- **Version**: `0.1.0`
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `web3`, `evm`, `ethereum`, `rpc`, `blockchain`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Read-only EVM chain queries: token metadata, balances, allowances, allowlisted contract view calls, Multicall3 batch reads, and address book contact resolution without signing.  

diff --git a/docs/skills/defi/evm_tx_handler.md b/docs/skills/defi/evm_tx_handler.md
@@ -3,11 +3,11 @@
 **ID**: `defi/evm_tx_handler`  
 **Issuer**: [@Hendobox](https://github.com/Hendobox) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.3.0`
-**Tier**: `core`
-**Shape**: `workflow`
-**Target**: `software`
-**Tags**: `web3`, `evm`, `transaction`, `signing`, `wallet`
+- **Version**: `0.3.0`
+- **Tier**: `core`
+- **Shape**: `workflow`
+- **Target**: `software`
+- **Tags**: `web3`, `evm`, `transaction`, `signing`, `wallet`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Quote, preview, and execute Uniswap V2 swaps and transfers from structured intent on Ethereum or Base.

diff --git a/docs/skills/defi/token_security_scanner.md b/docs/skills/defi/token_security_scanner.md
@@ -3,11 +3,11 @@
 **ID**: `defi/token_security_scanner`  
 **Issuer**: [@Hendobox](https://github.com/Hendobox) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.2.0`
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `web3`, `security`, `erc20`, `honeypot`, `token`
+- **Version**: `0.2.0`
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `web3`, `security`, `erc20`, `honeypot`, `token`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Vet an ERC-20 / LP contract for honeypot, tax, ownership, and related risk before an agent trades.

diff --git a/docs/skills/dev_tools/issue_resolver.md b/docs/skills/dev_tools/issue_resolver.md
@@ -4,11 +4,11 @@
 **Skill ID:** `dev_tools/issue_resolver`
 **Issuer:** [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.3.0` — 3 Aug 2026
-**Tier**: `core`
-**Shape**: `workflow`
-**Target**: `software`
-**Tags**: `github`, `git`, `issue`, `debugging`, `agent`
+- **Version**: `0.3.0` — 3 Aug 2026
+- **Tier**: `core`
+- **Shape**: `workflow`
+- **Target**: `software`
+- **Tags**: `github`, `git`, `issue`, `debugging`, `agent`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Turn a GitHub issue URL into a staged, gated resolution workflow with optional repository context.

diff --git a/docs/skills/finance/uk_companies_house_handler.md b/docs/skills/finance/uk_companies_house_handler.md
@@ -3,11 +3,11 @@
 **ID**: `finance/uk_companies_house_handler`
 **Issuer**: [@Areen-09](https://github.com/Areen-09) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `1.4.0` — 15 Oct 2026
-**Tier**: `core`
-**Shape**: `workflow`
-**Target**: `software`
-**Tags**: `kyc`, `companies_house`, `uk`, `corporate`, `filings`
+- **Version**: `1.4.0` — 15 Oct 2026
+- **Tier**: `core`
+- **Shape**: `workflow`
+- **Target**: `software`
+- **Tags**: `kyc`, `companies_house`, `uk`, `corporate`, `filings`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Deterministic UK Companies House search, officers, PSC, filing history, and Document API download for compliance agents.

diff --git a/docs/skills/finance/wallet_screening.md b/docs/skills/finance/wallet_screening.md
@@ -3,11 +3,11 @@
 **ID**: `finance/wallet_screening`
 **Issuer**: [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `2.0.0` — 20 Oct 2026
-**Tier**: `core`
-**Shape**: `workflow`
-**Target**: `software`
-**Tags**: `aml`, `sanctions`, `forensics`, `web3`, `compliance`
+- **Version**: `2.0.0` — 20 Oct 2026
+- **Tier**: `core`
+- **Shape**: `workflow`
+- **Target**: `software`
+- **Tags**: `aml`, `sanctions`, `forensics`, `web3`, `compliance`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Screen Ethereum wallets against OFAC / FBI sanctions lists and known mixer or scam contracts before a host agent acts; emit schema v2 verdicts hosts can gate on.

diff --git a/docs/skills/linguistics/korean_slang.md b/docs/skills/linguistics/korean_slang.md
@@ -4,11 +4,11 @@
 **Skill ID:** `linguistics/korean_slang`
 **Issuer:** [@bd-c3](https://github.com/bd-c3) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0` — 19 Sep 2026
-**Tier**: `core`
-**Shape**: `atomic`
-**Target**: `software`
-**Tags**: `nlp`, `slang`, `korean`, `translation`, `linguistics`
+- **Version**: `0.1.0` — 19 Sep 2026
+- **Tier**: `core`
+- **Shape**: `atomic`
+- **Target**: `software`
+- **Tags**: `nlp`, `slang`, `korean`, `translation`, `linguistics`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Interpret and generate Korean Gen-Z slang and internet register that foundation models routinely miss.

diff --git a/docs/skills/monitoring/kpi_gate.md b/docs/skills/monitoring/kpi_gate.md
@@ -4,11 +4,11 @@
 **Skill ID:** `monitoring/kpi_gate`
 **Issuer:** [@mrmasa88](https://github.com/mrmasa88) ([AO](https://github.com/0x-AO-Protocol))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0` — 29 Aug 2026
-**Tier**: `core`
-**Shape**: `middleware`
-**Target**: `software`
-**Tags**: `kpi`, `metrics`, `evaluation`, `quality`, `gate`
+- **Version**: `0.1.0` — 29 Aug 2026
+- **Tier**: `core`
+- **Shape**: `middleware`
+- **Target**: `software`
+- **Tags**: `kpi`, `metrics`, `evaluation`, `quality`, `gate`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Fail-closed business-KPI evaluation of a metrics snapshot against a policy charter.

diff --git a/docs/skills/monitoring/token_limiter.md b/docs/skills/monitoring/token_limiter.md
@@ -4,11 +4,11 @@
 **Skill ID:** `monitoring/token_limiter`
 **Issuer:** [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `1.0.0` — 16 Jul 2026
-**Tier**: `core`
-**Shape**: `middleware`
-**Target**: `software`
-**Tags**: `rate_limit`, `token_bucket`, `cost_control`, `quota`
+- **Version**: `1.0.0` — 16 Jul 2026
+- **Tier**: `core`
+- **Shape**: `middleware`
+- **Target**: `software`
+- **Tags**: `rate_limit`, `token_bucket`, `cost_control`, `quota`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Enforce a token budget on long-running agent loops (`CONTINUE`, `WARN`, `FORCE_TERMINATE`).

diff --git a/docs/skills/office/gmail_handler.md b/docs/skills/office/gmail_handler.md
@@ -3,11 +3,11 @@
 **ID**: `office/gmail_handler`  
 **Issuer**: [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.2.0` — 19 Aug 2026
-**Tier**: `core`
-**Shape**: `workflow`
-**Target**: `software`
-**Tags**: `email`, `gmail`, `google_workspace`, `draft`
+- **Version**: `0.2.0` — 19 Aug 2026
+- **Tier**: `core`
+- **Shape**: `workflow`
+- **Target**: `software`
+- **Tags**: `email`, `gmail`, `google_workspace`, `draft`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Send, search, read, and reply to Gmail with attachments from a dedicated agent mailbox.

diff --git a/docs/skills/office/pdf_form_filler.md b/docs/skills/office/pdf_form_filler.md
@@ -3,11 +3,11 @@
 **ID**: `office/pdf_form_filler`
 **Issuer**: [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.2` — 16 Oct 2026
-**Tier**: `core`
-**Shape**: `workflow`
-**Target**: `software`
-**Tags**: `pdf`, `form_filling`, `documents`, `acrobat`
+- **Version**: `0.1.2` — 16 Oct 2026
+- **Tier**: `core`
+- **Shape**: `workflow`
+- **Target**: `software`
+- **Tags**: `pdf`, `form_filling`, `documents`, `acrobat`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Inspect, validate, and fill AcroForm PDFs deterministically with XFA guards, radio group handling, and vector flattening.

diff --git a/docs/skills/office/web_form_mapper.md b/docs/skills/office/web_form_mapper.md
@@ -3,11 +3,11 @@
 **ID**: `office/web_form_mapper`  
 **Issuer**: [@rosspeili](https://github.com/rosspeili) ([@ARPAHLS](https://github.com/ARPAHLS))  
 <!-- skill-doc-meta:begin -->
-**Version**: `0.1.0` — 04 Oct 2026
-**Tier**: `core`
-**Shape**: `workflow`
-**Target**: `software`
-**Tags**: `forms`, `browser`, `automation`, `mapping`
+- **Version**: `0.1.0` — 04 Oct 2026
+- **Tier**: `core`
+- **Shape**: `workflow`
+- **Target**: `software`
+- **Tags**: `forms`, `browser`, `automation`, `mapping`
 <!-- skill-doc-meta:end -->
 <!-- skill-intent:begin -->
 **Solves:** Maps operator and client entity identities onto HTML web forms with CSRF preservation and safety gates.