Exécutez n'importe quel Skill dans Manus
en un clic

Exécutez n'importe quel Skill dans Manus en un clic

generate-report

Étoiles1

Forks0

Mis à jour23 avril 2026 à 07:15

Aggregates state across all 5 Pech sub-plugins and renders a dark-themed single-page PDF cost audit. Invokes anomaly-narrator agent (Opus) once per anomaly for human-readable diagnoses; invokes forecaster agent (Sonnet) for the forecast block. Use when: /pech-report slash command fires. Do not use for live session display (see cost-display) — report generation is a heavy operation costing ~$0.04 + $0.005 per anomaly.

Installation

Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.

Exécuter dans Manus

Source

enchanter-ai

enchanter-ai/pech

Ouvrir le dépôt GitHub Voir les dépôts du créateur

Téléchargement

Exécuter dans Manus

Métiers associésSOC

Basé sur la classification professionnelle SOC

Estimateurs de coûtsProfessions des affaires et des opérations financières·SOC 13-1051

SKILL.md

readonly

name	generate-report
description	Aggregates state across all 5 Pech sub-plugins and renders a dark-themed single-page PDF cost audit. Invokes anomaly-narrator agent (Opus) once per anomaly for human-readable diagnoses; invokes forecaster agent (Sonnet) for the forecast block. Use when: /pech-report slash command fires. Do not use for live session display (see cost-display) — report generation is a heavy operation costing ~$0.04 + $0.005 per anomaly.
model	sonnet
tools	["Read","Write","Bash"]
phase2_status	Phase 2 — PDF generation pending (puppeteer + Chrome headless not yet wired). Phase 1 emits structured JSONL summary only.

generate-report

Preconditions

At least one session has been observed (ledger has ≥ 1 row)
docs/assets/package.json has been npm install'd — puppeteer + mermaid-cli required for PDF rendering

Inputs

Scope: current session (default), --session-id=<uuid>, or --day=<date>
Output path: default state/reports/report-<timestamp>.pdf

Steps

Aggregate. Read and combine:
- plugins/cost-tracker/state/ledger-YYYY-MM.jsonl (all rows in scope)
- plugins/cost-tracker/state/session.json#forecast (or re-run forecast-cost skill)
- plugins/budget-watcher/state/thresholds.jsonl (crossings in scope)
- plugins/budget-watcher/state/anomalies.jsonl (anomalies in scope)
- plugins/pech-learning/state/learnings.json (for L5 delta)
Narrate anomalies. For each anomaly row, delegate to budget-watcher/agents/anomaly-triager (Opus) with the row + surrounding ledger context. Collect the returned narratives.
Render HTML. Fill the report template (at templates/report.html — inline in this skill's dir for now) with: header, total, forecast block, attribution table, threshold-crossing timeline, anomaly section (with narratives), cache-waste summary, L5 delta.
Render PDF. Call docs/architecture/generate.py --report-html=<html> --out=<pdf-path> — which internally invokes Chrome headless via docs/assets/puppeteer.config.json.
Write PDF to output path. Return path + summary JSON.

Success criterion: PDF exists at the expected path, file size > 10KB (empty PDFs are a rendering failure), summary JSON returned with all aggregated stats.

Outputs

PDF at state/reports/report-<timestamp>.pdf
Summary JSON: {total_usd, n_anomalies, n_threshold_crossings, forecast, report_path}

Handoff

/pech-report slash command displays the PDF path; user opens it manually (or via --open flag).

Failure modes

Code	Scenario	Counter
F10	PDF generation fails silently with an empty file	Check file size > 10KB; fail loudly with the Chrome headless stderr
F11	Suppress anomaly rows from the report because they "look scary"	All anomalies go in the report; suppression defeats the audit
F13	Inline all 30 anomaly narratives at full Opus tier — cost explodes	Cap narratives at 10 (top anomalies by
F14	Use stale rate card for historical session replay without flagging	Report header must show `rate_card_effective_from` for the session being audited

Plus depuis ce dépôt

même dépôt

check-budget

enchanter-ai/pech

Runs L2 Budget Boundary Detection after each ledger write: increments per-scope counters, compares against ceilings in state/budgets.json, emits pech.budget.threshold.crossed on first crossing of each threshold within each scope-window. Use when: a PostToolUse hook fires and cost-tracker has already written the ledger row. Do not use for forecasting (see forecast-cost) or anomaly detection (see detect-anomaly).

2026-05-131

observe-call

enchanter-ai/pech

Writes a single ledger row for the most recent tool-use call: reads the API response's usage field (authoritative), looks up the model rate in shared/rate-card.json, applies prompt-cache modifiers (1.25× write, 0.1× read), computes billed cost, and appends to plugins/cost-tracker/state/ledger-YYYY-MM.jsonl. Use when: a PostToolUse hook fires for any tool and attribution metadata is available via ENCHANTED_ATTRIBUTION env. Do not use for forecasting (see /pech-forecast → forecast-cost) or for anomaly detection (see budget-watcher/detect-anomaly).

2026-05-131

refresh-rate-card

enchanter-ai/pech

Updates shared/rate-card.json with a new per-model rate table. Validates the proposed update against the existing schema, diffs prices against the current card, and produces a commit-ready diff for human review. Use when: CI nightly job detects a pricing change on Anthropic's published rate page, or when the developer runs /refresh-rate-card after verifying a price change. Do not use at runtime during a Claude Code session — this skill runs in CI or at developer invocation, never inside the observation hot path.

2026-05-131

rate-awareness

enchanter-ai/pech

Token-bucket advisory rate limiter per skill+session. Surfaces runaway tool-call loops in real time before pech/budget-watcher reports them post-hoc. Auto-fires on PreToolUse. Configurable per-skill limits via state/buckets.json. Do not use for cost reporting (see budget-watcher) or for blocking installs (see package-gate).

2026-05-131

rate-shield-awareness

enchanter-ai/pech

OPT-IN BLOCKING token-bucket rate limiter. Pairs with pech-rate-limiter (advisory). When state/rate-policy.json sets enabled:true, this shield blocks (exits 2) any tool call once the active (session, skill) bucket is empty. Reads buckets from rate-limiter's state/buckets.json when present; gracefully degrades when absent. Use when the developer asks why a tool call was rate-blocked, wants to enable or tune the rate policy, or reviews a stderr "rate-shield (BLOCKED)" message. Default disabled. Do not use for advisory-only velocity signals (see rate-limiter) or for cost reporting (see budget-watcher).

2026-05-131

accumulate-pattern

enchanter-ai/pech

Updates per-developer cost-pattern accumulator in state/learnings.json with the current session's observations. Rolls μ and σ per (skill, session_type, model) axis using a slow exponential update (α = 0.05) so one noisy session doesn't skew learned patterns. Exports a cross-plugin-readable snapshot to shared/learnings.json. Use when: PreCompact hook fires (end-of-session or compaction trigger). Do not use during an active session — runtime invocation mid-session would distort the pattern.

2026-04-231

name	generate-report
description	Aggregates state across all 5 Pech sub-plugins and renders a dark-themed single-page PDF cost audit. Invokes anomaly-narrator agent (Opus) once per anomaly for human-readable diagnoses; invokes forecaster agent (Sonnet) for the forecast block. Use when: /pech-report slash command fires. Do not use for live session display (see cost-display) — report generation is a heavy operation costing ~$0.04 + $0.005 per anomaly.
model	sonnet
tools	["Read","Write","Bash"]
phase2_status	Phase 2 — PDF generation pending (puppeteer + Chrome headless not yet wired). Phase 1 emits structured JSONL summary only.

generate-report

Preconditions

At least one session has been observed (ledger has ≥ 1 row)
docs/assets/package.json has been npm install'd — puppeteer + mermaid-cli required for PDF rendering

Inputs

Scope: current session (default), --session-id=<uuid>, or --day=<date>
Output path: default state/reports/report-<timestamp>.pdf

Steps

Aggregate. Read and combine:
- plugins/cost-tracker/state/ledger-YYYY-MM.jsonl (all rows in scope)
- plugins/cost-tracker/state/session.json#forecast (or re-run forecast-cost skill)
- plugins/budget-watcher/state/thresholds.jsonl (crossings in scope)
- plugins/budget-watcher/state/anomalies.jsonl (anomalies in scope)
- plugins/pech-learning/state/learnings.json (for L5 delta)
Narrate anomalies. For each anomaly row, delegate to budget-watcher/agents/anomaly-triager (Opus) with the row + surrounding ledger context. Collect the returned narratives.
Render HTML. Fill the report template (at templates/report.html — inline in this skill's dir for now) with: header, total, forecast block, attribution table, threshold-crossing timeline, anomaly section (with narratives), cache-waste summary, L5 delta.
Render PDF. Call docs/architecture/generate.py --report-html=<html> --out=<pdf-path> — which internally invokes Chrome headless via docs/assets/puppeteer.config.json.
Write PDF to output path. Return path + summary JSON.

Success criterion: PDF exists at the expected path, file size > 10KB (empty PDFs are a rendering failure), summary JSON returned with all aggregated stats.

Outputs

PDF at state/reports/report-<timestamp>.pdf
Summary JSON: {total_usd, n_anomalies, n_threshold_crossings, forecast, report_path}

Handoff

/pech-report slash command displays the PDF path; user opens it manually (or via --open flag).

Failure modes

Code	Scenario	Counter
F10	PDF generation fails silently with an empty file	Check file size > 10KB; fail loudly with the Chrome headless stderr
F11	Suppress anomaly rows from the report because they "look scary"	All anomalies go in the report; suppression defeats the audit
F13	Inline all 30 anomaly narratives at full Opus tier — cost explodes	Cap narratives at 10 (top anomalies by
F14	Use stale rate card for historical session replay without flagging	Report header must show `rate_card_effective_from` for the session being audited