Discover and map an existing codebase before planning or changing it.
Langue du texte source : anglais
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SkillsMP a collecté 26 skills depuis cwijayasundara/claude_harness_eng_v4. Ouvrez un skill pour examiner sa source et ses détails.
Affichage de 26 skills collectés sur 26.
Discover and map an existing codebase before planning or changing it.
Langue du texte source : anglais
Change the behavior of existing code — story-driven by default, or --issue N for a GitHub bug fix. Test-first, full verification, code review.
Langue du texte source : anglais
Use when a planned change touches persisted data shape — ORM models, migration files, schema definitions, serialized formats, or message contracts — in /change, /refactor, or /implement on an existing codebase. Routes schema changes through expand-contract…
Langue du texte source : anglais
Generate production code and tests for a story group using agent teams for parallel execution.
Langue du texte source : anglais
Refactor existing code for quality, performance, or maintainability. Enforces core quality principles with ratchet gate.
Langue du texte source : anglais
Generate test plan, test cases, test data fixtures, and Playwright E2E tests mapped to acceptance criteria.
Langue du texte source : anglais
Use when bumping a dependency version — package.json, pyproject.toml, requirements, or lockfile changes — in an existing codebase. Classifies the bump, audits the usage surface from the code graph, and isolates the upgrade in its own proven commit.
Langue du texte source : anglais
Controlled small-change lane for low-risk fixes, docs, tests, and narrowly scoped edits without running the full SDLC pipeline.
Langue du texte source : anglais
Autonomous build loop with Karpathy ratcheting, GAN evaluator, and session chaining. Iterates story groups until all features pass or stopping criteria met.
Langue du texte source : anglais
Use when about to edit any existing (non-greenfield) symbol — before the first Edit/Write to production code in /refactor, /change, or /vibe — to learn which tests cover it and route uncovered code to pinning or sprouting.
Langue du texte source : anglais
Code generation quality principles — TDD, typing, error handling, logging, API integration, LLM integration.
Langue du texte source : anglais
Build a deterministic dependency graph of an existing codebase. AST-first for Python and React/JS/TS (stdlib ast + tree-sitter wheels — symbols with line ranges, routes, components, hooks, call/render edges, god-file skeletons, incremental --files patching);…
Langue du texte source : anglais
Generate Docker Compose stack, Dockerfiles, environment config, and init.sh bootstrap script.
Langue du texte source : anglais
Identify the safest cut-points in an existing codebase for a planned change. Reads code-graph.json + a goal, ranks candidate seams by observability + funnel + read/write asymmetry, and outputs a prioritized list with evidence.
Langue du texte source : anglais
Use when committing any change that includes structural work (rename, move, extract, reorder) in an existing codebase — keeps refactor commits behavior-free and behavior commits refactor-free so regressions stay attributable.
Langue du texte source : anglais
Use when checking-coverage-before-change reports an UNCOVERED symbol you must edit — writes characterization (pin-down) tests at the nearest observable seam and verifies they bite before any production edit.
Langue du texte source : anglais
Use when a symbol that must change is UNCOVERED and unpinnable (seam score < 0.5, or a skeletons/-flagged god file with no clean boundary) — adds behavior in a new fully-tested unit instead of editing legacy code in place.
Langue du texte source : anglais
Run evaluator and security reviewer concurrently for comprehensive quality gate.
Langue du texte source : anglais
Generate system architecture, machine-readable schemas, and UI mockups. Spawns planner + generator concurrently.
Langue du texte source : anglais
Create a Business Requirements Document — from a Socratic interview, or grounded in a Functional Requirements Document via --frd (with a deterministic net-new/dropped gate). First step in the SDLC pipeline.
Langue du texte source : anglais
Decompose BRD into epics, stories, dependency graph, and feature list for agent team execution.
Langue du texte source : anglais
Full SDLC pipeline. Runs all phases end-to-end with human gates on phases 1-3.
Langue du texte source : anglais
Run the application and verify sprint contract criteria via API tests, Playwright interaction, and schema validation.
Langue du texte source : anglais
Publish approved Claude Harness dependency groups to Linear/Jira-compatible tracker tasks and write the local tracker mapping contract.
Langue du texte source : anglais
Verify agent-framework skill packs declared in project-manifest.json#framework_skill_packs and print normal-terminal install commands for missing packs. Use after /scaffold reports PENDING MANUAL INSTALL, after manually adding a pack to the manifest, or to…
Langue du texte source : anglais
Bounded clarification gate for resolving product, domain, API, security, or architecture uncertainty without exhausting the user.
Langue du texte source : anglais