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Map a web UI and generate a Claude automation skill via parallel reconnaissance, synthesis, and iterative validation.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Release pipeline for already-done local work. Dispatches /ground-state pre-flight, runs the project test suite, drafts a commit message for user approval, pushes, and opens a PR with a structured verification summary. Use when local changes are ready to hand off to review — e.g. 'ship this', 'push and open a PR', 'release this work'. Add --verify to trigger an adversarial verifier wave on the diff before a human reads the PR.
Surface recurring friction from Claude Code's native telemetry and identify actionable skill opportunities. Use when the user runs /forge-friction.
Bootstraps a dispatchable Claude sub-agent skill for every coding agent CLI installed on this machine (codex, aider, cursor, etc.). Use when the user wants to delegate tasks to locally-installed agent CLIs or expand the plugin's agent fleet.
Set up a scheduled headless Claude run that sends summaries to Telegram. Use when the user wants to automate a recurring task via launchd (macOS) with push-notified results.
Reference convention for sub-agent I/O schemas. Loaded by orchestrator skills via /agent-workflow-amplifiers:contract and into agents (e.g., qualify) via the `skills:` field.
Before starting any non-trivial implementation (multi-file edits, new features, config changes, anything that writes), dispatch a parallel pre-flight reconnaissance wave to triangulate git state, project infrastructure, and prior-session memory. Produces a 5-line ground-truth snapshot that grounds the implementation and catches wrong-branch edits, assumed-no-CI, stale origin, and missed memory context before the first edit.
Based on SOC occupation classification
| name | appmap |
| description | Map a web UI and generate a Claude automation skill via parallel reconnaissance, synthesis, and iterative validation. |
| argument-hint | <URL or app description> |
!awk '/^---$/{c++; next} c>=2' "${CLAUDE_SKILL_DIR}/../contract/SKILL.md"
Wave 1 (parallel): Dispatch two sub-agents. One maps the $ARGUMENT UI in Chrome: navigation structure, key pages/forms, interaction patterns, CSS selectors, and automatable workflows. The other researches $ARGUMENT's public API, docs, authentication, rate limits, and architectural patterns. Both return structured findings.
Synthesis: Merge Wave 1 outputs into a skill plan: list of automatable workflows (with interaction patterns and selectors), recommended API calls to supplement UI workflows, and implementation priorities.
Wave 2 (parallel): For each top-priority workflow, dispatch a sub-agent to implement it in the generated skill and unit-test it against the live UI. Agents operate in isolated tabs and return pass/fail results per workflow.
Verification: One final sub-agent runs the complete generated skill end-to-end against $ARGUMENT, validating all workflows together. If any workflow fails, re-dispatch failing workflow agents in Wave 2 and re-verify (max 2 retries; after that, report partial results with failing workflows noted).
