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weekly-reality-capture

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Mis à jour5 avril 2026 à 19:03

Auto-generate a reality-first weekly log from daily memory logs, git history, and agent state. Uses Claude to synthesize what actually happened — not a strategic filter, not a curated narrative. Supports backfill by week number. Use when a user says "weekly recap", "what happened this week", "weekly capture", or "reality check".

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.

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rushindrasinha

rushindrasinha/ares-skills

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Développeurs de logicielsProfessions informatiques et mathématiques·SOC 15-1252

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SKILL.md

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name	weekly-reality-capture
description	Auto-generate a reality-first weekly log from daily memory logs, git history, and agent state. Uses Claude to synthesize what actually happened — not a strategic filter, not a curated narrative. Supports backfill by week number. Use when a user says "weekly recap", "what happened this week", "weekly capture", or "reality check".
metadata	{"emoji":"📸","category":"memory","platform":"any (requires Anthropic API key)"}

Weekly Reality Capture

Synthesize a reality-first weekly log from multiple data sources. The key insight: most weekly reviews optimize for narrative. This one optimizes for truth.

Data Sources

Source	What it captures
Daily memory logs	What the agent did/discussed each day
Git log	What code actually changed
Agent session state	Open threads, pending follow-ups
Open threads JSON	Carried-over work items

Usage

# Current week
python3 scripts/capture.py

# Specific week
python3 scripts/capture.py --week 2026-W14

# Dry run (print synthesis prompt, don't call Claude)
python3 scripts/capture.py --dry-run

Configuration (env vars)

Variable	Default	Purpose
`ANTHROPIC_API_KEY`	(required)	Claude API key for synthesis
`CAPTURE_MODEL`	`claude-sonnet-4-5-20250514`	Model for synthesis
`MEMORY_DIR`	`~/agent-workspace/memory`	Daily log directory (`YYYY-MM-DD.md` files)
`WEEKLY_DIR`	`~/agent-workspace/weekly`	Output directory for weekly captures
`REPO_DIR`	`~/agent-workspace`	Git repo to pull log from
`SESSION_STATE_PATH`	(optional)	Path to `session_state.json`
`OPEN_THREADS_PATH`	(optional)	Path to `open_threads.json`

Output Format

Each weekly capture produces YYYY-WNN.md:

# Week 14 — 2026-03-31 to 2026-04-06

## What Actually Happened
- ...

## Decisions Made
- ...

## Unresolved / Carried Over
- ...

## Patterns Noticed
- ...

Why "Reality-First"?

Most automated weekly summaries read like press releases — they highlight wins and bury problems. This tool is designed to report what actually happened, including:

Threads that stalled without resolution
Promises made but not delivered
Work that was started then abandoned
Time spent on ops vs. creative work

The synthesis prompt explicitly instructs Claude to resist narrative smoothing.

Cron Setup

Run Sunday night to capture the full week:

0 23 * * 0 /usr/bin/python3 /path/to/weekly-reality-capture/scripts/capture.py >> /tmp/weekly-capture.log 2>&1

Scripts

scripts/capture.py — Main script. Collects data, builds synthesis prompt, calls Claude, writes output.

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name	weekly-reality-capture
description	Auto-generate a reality-first weekly log from daily memory logs, git history, and agent state. Uses Claude to synthesize what actually happened — not a strategic filter, not a curated narrative. Supports backfill by week number. Use when a user says "weekly recap", "what happened this week", "weekly capture", or "reality check".
metadata	{"emoji":"📸","category":"memory","platform":"any (requires Anthropic API key)"}

Weekly Reality Capture

Synthesize a reality-first weekly log from multiple data sources. The key insight: most weekly reviews optimize for narrative. This one optimizes for truth.

Data Sources

Source	What it captures
Daily memory logs	What the agent did/discussed each day
Git log	What code actually changed
Agent session state	Open threads, pending follow-ups
Open threads JSON	Carried-over work items

Usage

# Current week
python3 scripts/capture.py

# Specific week
python3 scripts/capture.py --week 2026-W14

# Dry run (print synthesis prompt, don't call Claude)
python3 scripts/capture.py --dry-run

Configuration (env vars)

Variable	Default	Purpose
`ANTHROPIC_API_KEY`	(required)	Claude API key for synthesis
`CAPTURE_MODEL`	`claude-sonnet-4-5-20250514`	Model for synthesis
`MEMORY_DIR`	`~/agent-workspace/memory`	Daily log directory (`YYYY-MM-DD.md` files)
`WEEKLY_DIR`	`~/agent-workspace/weekly`	Output directory for weekly captures
`REPO_DIR`	`~/agent-workspace`	Git repo to pull log from
`SESSION_STATE_PATH`	(optional)	Path to `session_state.json`
`OPEN_THREADS_PATH`	(optional)	Path to `open_threads.json`

Output Format

Each weekly capture produces YYYY-WNN.md:

# Week 14 — 2026-03-31 to 2026-04-06

## What Actually Happened
- ...

## Decisions Made
- ...

## Unresolved / Carried Over
- ...

## Patterns Noticed
- ...

Why "Reality-First"?

Most automated weekly summaries read like press releases — they highlight wins and bury problems. This tool is designed to report what actually happened, including:

Threads that stalled without resolution
Promises made but not delivered
Work that was started then abandoned
Time spent on ops vs. creative work

The synthesis prompt explicitly instructs Claude to resist narrative smoothing.

Cron Setup

Run Sunday night to capture the full week:

0 23 * * 0 /usr/bin/python3 /path/to/weekly-reality-capture/scripts/capture.py >> /tmp/weekly-capture.log 2>&1

Scripts

scripts/capture.py — Main script. Collects data, builds synthesis prompt, calls Claude, writes output.