# Workweave > Render a fast, private WorkWeave-style engineering-intelligence report from every locally indexed agent session for the current repository. Reuses agents sessions, insights, output, cost, resource stats, hook/command latency, and guard-friction engines; writes Markdown + HTML and opens the result. Triggers on: /yc:workweave, workweave report, project agent analytics, engineering intelligence dashboard, chart our agent sessions. - Skill: `phnx-labs/workweave` (Agent Skill, multi-file: 3 files) - Install (CLI): `npx skillmds@latest add phnx-labs/workweave` - Raw SKILL.md: https://api.skillmd.com/api/skills/phnx-labs/workweave/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Web & Frontend - Author: phnx-labs (https://skillmd.com/u/phnx-labs) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/phnx-labs/workweave --- # yc:workweave Turn data agents-cli already keeps locally into a decision-useful engineering-intelligence report. This is a composed view over existing engines, not a new analytics pipeline. ## 1. Resolve scope Require a Git repository. Resolve the canonical project key from the origin repository name so linked-worktree directory names do not split one project into several dashboards. ```bash ROOT=$(git rev-parse --show-toplevel) ORIGIN=$(git remote get-url origin) PROJECT=$(basename "${ORIGIN%.git}") DATE=$(date +%F) OUT="$ROOT/.agents/artifacts/$DATE" WINDOW=30d mkdir -p "$OUT/workweave-data" ``` Parse `$ARGUMENTS` exactly: - `--since ` controls time-windowed engines; default `30d`. - `--since all` uses all history where supported. For an engine that does not accept `all`, derive the earliest timestamp from the session census and pass that ISO date. - `--no-open` renders and inspects without opening the user's browser. - Reject unknown arguments with the accepted forms instead of silently ignoring them. Set `WINDOW` to the parsed `--since` value when supplied. The session census is always all-time for `PROJECT`, independent of the chart window. ## 2. Refresh the local index and collect once Do not read transcript files directly. The bundled collector scans registered harness roots, updates changed sessions in the local index, paginates through every row, strips identity, paths, session IDs, topics, and recovery metadata in memory, then runs the independent JSON engines in parallel. It records optional-engine failures as gaps instead of fabricating zeros. The durable evidence contains projected aggregate fields only; never paste transcript bodies into the report. ```bash SKILL_DIR="$HOME/.agents/plugins/yc/skills/workweave" [ -d "$SKILL_DIR" ] || SKILL_DIR="$HOME/.agents/.system/plugins/yc/skills/workweave" bun "$SKILL_DIR/scripts/collect.ts" --since "$WINDOW" --project "$PROJECT" \ --out "$OUT/workweave-data/report.json" ``` For `--since all`, derive `DAYS` from the earliest session, with a minimum of 1. Otherwise convert the accepted day/week/month window to whole days. Read `report.json` before writing conclusions. Its `gaps` object names unavailable optional engines; disclose each gap and continue with the other real data. Never replace it with a fabricated zero. The session census and `artifacts` are required and fail loud. If `resources.json` reports low historical coverage, run `agents sessions backfill resources`, re-run both resource queries, and disclose the backfill. Do not run transcript-content `--narrative`; synthesis stays local in this agent. ## 3. Select the current project honestly The session census, resources, hooks, and commands are directly project-filtered. The behavior engine groups by project: select only the exact `PROJECT` group from its JSON before charting. Canonical project cost, generated output, duration, harness mix, model mix, and daily activity come from `sources.sessionMetrics`, aggregated from the sanitized census. Never add together unrelated projects. The direct mix recipes and `agents insights perf friction` currently have no project filter. Include useful panels from them only with a visible **fleet-wide** label. `shippedOutput` is optional because older installed CLI versions ignore nested `--json`; when it is in `gaps`, show project session output/cost but state that PR/commit attribution is unavailable. Do not imply fleet-wide figures belong only to this repository. ## 4. Build an outcome-first visual report Load the top-level `artifacts` skill and follow its report contract. Write `$OUT/workweave-$PROJECT.md`; Markdown is the source of truth and HTML is generated output. Use exact values from the JSON and keep raw evidence linked by relative path. The first viewport must work as a dashboard, not a document cover followed by prose. Use a short one-line title and a one-sentence frontmatter summary. Put `## Pulse` before the template-required `## Summary`; the metric grid is the first content under `## Pulse`, with no introductory paragraphs above it. Put the shared window/project in card labels and one concise caption below the grid, then show the first trend chart before methodology. Use `sources.sessionComparison` for prior-period deltas. Show `n/a` when the previous period is empty; do not turn division by zero into a 100% change. Use this reading order: 1. **Pulse** — a dense two-row metric strip for generated tokens, recorded cost, cache savings, session hours, sessions, and active days. Each label states the window and the unit; each supported metric shows its previous-window delta. 2. **Engineering outcomes** — shipped PRs/commits, code-review or quality evidence, and cost per shipped unit when the installed CLI exposes them. If unavailable, render one compact gap card naming the missing engine. Never put token volume in a card labeled “engineering output”. 3. **Activity over time** — a wide linear-scale chart of daily sessions, generated tokens, and cost. Use aligned small multiples rather than a dual axis. Mark the prior-window baseline. 4. **Harness + model composition** — two composition figures. First, harness and model shares (exact session, generated-token, and cost shares) as aligned small multiples in one figure; prefer ranked horizontal bars over decorative pies. Second, a **model cost-to-performance** ranking: generated tokens per recorded dollar, ranked per model. This is the single most decision-useful comparison — a cached Sonnet route can return 10–20× the output-per-dollar of a premium or an uncached route — and is the local analog of WorkWeave's model-comparison lens. State that correlation is not causation (task mix differs per model). 5. **Efficiency** — actual versus no-cache cost, generated tokens per dollar overall, duration, and shipped units when available. State that correlation is not causation. 6. **Process** — project-scoped hook p50/p95/p99, total observed hook time, block rate, slow CLI commands, and repeated retries. Rank by avoidable time, not invocation count. 7. **Friction + opportunities** — repeated failures/guard loops, behavioral actions, most-used resources, and never-invoked resources. Mark fleet-wide evidence on the panel itself. 8. **Method + caveats** — window, project key, generated timestamp, engine commands, coverage, missing fields, and the distinction between agent activity and shipped engineering work. ### Visual contract - Build **at least eight semantic figures**: one dashboard metric strip, one activity trend, two composition charts (one of which is the model cost-to-performance ranking, generated tokens per dollar), one cost comparison, two process charts, and one ranked opportunity figure. A figure may contain aligned small multiples when they share a scale or question. - Make charts carry the explanation: concise title, one-sentence metric definition, exact headline value, plot, source/scope label. Do not introduce a chart with a paragraph wall. - Use a restrained flat palette, thin borders, no glow, no gradients, no decorative icons, and no card that contains only a generic label. Preserve the artifacts light/dark themes. - Use an 8/12/16/24/32 spacing rhythm. Keep related cards in two- or three-column `artifact-grid` layouts on desktop and one column on mobile. Avoid a six-card grid followed by large empty vertical gaps. - A metric name must describe its actual unit: **generated tokens**, **session cost**, **session hours**, **merged PRs**, **review cycles**. “Output” alone is forbidden unless the value is a shipped-work measure. - Every chart needs `viewBox`, `role="img"`, `aria-label`, exact value labels, a text legend, and a zero baseline. Use no CDN, Mermaid, hidden tooltip, or dual axis. Color is never the only encoding. Use the same scale for directly compared bars. - Keep the report self-contained and selectable. Do not embed screenshots of another product or imitate its navigation, logo, proprietary score, or orange palette. Never expose account emails, absolute home paths, session IDs, transcript excerpts, tokens, or secrets. Aggregate accounts and machines unless the user explicitly asks for a private drill-down. ## 5. Render, inspect, and open ```bash artifacts check "$OUT/workweave-$PROJECT.md" artifacts render "$OUT/workweave-$PROJECT.md" ``` Inspect the real HTML at desktop and mobile widths and in both themes. Confirm every chart is visible, labels do not collide, there is no page overflow, and the console is clean. Fix the Markdown and re-render; never edit generated HTML. Capture real proof into `$OUT/workweave-screens/`: desktop overview, desktop process/diagnostics, desktop findings, and mobile overview. Use screenshots of the rendered report itself, not mockups. Keep account, machine, and session identity out of every capture. Unless `--no-open` was passed, open the report in the user's DEFAULT browser (the one they actually use; no fleet browser profile needed): ```bash open "$OUT/workweave-$PROJECT.html" # macOS xdg-open "$OUT/workweave-$PROJECT.html" # Linux ``` Finish with the exact window/project, 3–5 decision-useful findings grounded in quoted figures, caveats, absolute Markdown/HTML paths, and the four screenshot paths. Put the desktop overview screenshot in front of the user when the harness supports images. Do not publish or share the report unless the user explicitly asks.