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/activity-log

Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations

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aiwg
176200 skills199 agents23 commands
Install
$ npx -y skills add jmagly/aiwg --skill activity-log --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/activity-log

Context preview

The summary Claude sees to decide when to auto-load this skill.

Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations

SKILL.md

activity-log.SKILL.md
namespace: aiwg
name: activity-log
platforms: [all]
description: Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations

Activity Log

You query and manage the unified `.aiwg/activity.log` — a chronological record of all framework operations across SDLC, research, and other AIWG-managed workflows.

Triggers

Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):

  • "what happened recently" → show (default limit)
  • "show me today's activity" → show --since today's date
  • "log a create operation" → append create <summary>
  • "how many deploys have we done" → stats
  • "activity since last week" → show --since YYYY-MM-DD

Trigger Patterns Reference

| Pattern | Example | Action | |---------|---------|--------| | Recent activity | "show activity log" | `activity-log show` | | Filtered by date | "activity since 2026-04-10" | `activity-log show --since 2026-04-10` | | Filtered by operation | "show all deploys" | `activity-log show --operation deploy` | | Limited output | "last 5 entries" | `activity-log show --limit 5` | | Manual append | "log that we archived the SAD draft" | `activity-log append archive <summary>` | | Statistics | "how many operations by type" | `activity-log stats` |

Behavior

When triggered:

1. **Identify the subcommand**:

  • `show` — display entries, optionally filtered
  • `append` — add a manual entry
  • `stats` — summarize operation counts and date range

2. **Locate the log file**: `.aiwg/activity.log` relative to the project root. If the file does not exist, report it as empty (do not error).

3. **Execute the subcommand**:

`show`

Display entries in reverse-chronological order (newest first).

# Show last 20 entries (default)
aiwg activity-log show

# Filter by date (inclusive)
aiwg activity-log show --since 2026-04-10

# Filter by operation type
aiwg activity-log show --operation deploy

# Limit output count
aiwg activity-log show --limit 5

# Combine filters
aiwg activity-log show --since 2026-04-10 --operation create --limit 10

Accepted `--operation` values: `ingest`, `create`, `update`, `delete`, `query`, `lint`, `deploy`, `archive`, `promote`

`append`

Add a manual entry with the current UTC timestamp.

# Append a manual entry
aiwg activity-log append <operation> "<summary>"

Example:

aiwg activity-log append create "UC-011-logout.md created manually during team review"

The entry is written in standard format:

## [2026-04-12 14:33] create | UC-011-logout.md created manually during team review

Reject invalid operation tokens with a clear error listing the nine valid tokens.

`stats`

Summarize operation counts grouped by type and show the date range covered.

aiwg activity-log stats

Output format:

Activity Log Statistics
Log file: .aiwg/activity.log
Date range: 2026-04-01 → 2026-04-12 (12 days)
Total entries: 47

By operation:
  create    18  ████████████████████  38%
  update    12  █████████████         26%
  deploy     7  ████████               15%
  archive    4  ████                    9%
  lint       3  ███                     6%
  promote    2  ██                      4%
  delete     1  █                       2%

Examples

Example 1: Recent activity overview

**User**: "What's happened in the activity log recently?"

**Extraction**: show subcommand, default limit

**Action**:

aiwg activity-log show --limit 10

**Response**: Last 10 entries from `.aiwg/activity.log` newest first. If the file is absent, report "No activity log found at .aiwg/activity.log — operations will create it automatically."

Example 2: Audit all deploys

**User**: "Show me all deploy operations since April 10th"

**Extraction**: show, --operation deploy, --since 2026-04-10

**Action**:

aiwg activity-log show --operation deploy --since 2026-04-10

**Response**: Filtered entries matching `deploy` on or after 2026-04-10, newest first.

Example 3: Manual log entry

**User**: "Log that we archived the old SAD draft"

**Extraction**: append, operation = archive, summary from user phrase

**Action**:

aiwg activity-log append archive ".aiwg/working/sad-draft-v0.1.md archived manually after SAD baseline"

**Response**: "Entry appended to .aiwg/activity.log."

Example 4: Operation statistics

**User**: "Give me a stats breakdown of the activity log"

**Extraction**: stats subcommand

**Action**:

aiwg activity-log stats

**Response**: Tabular summary with operation counts, percentages, and date range.

Clarification Prompts

If the user's intent is ambiguous:

  • "Are you looking to read recent activity or record a new entry?"
  • "Which operation type should I filter on? Valid types: ingest, create, update, delete, query, lint, deploy, archive, promote."

Storage routing

`aiwg activity-log` routes through `resolveStorage('activity_log')` (#964). On the default `fs` backend, the log file is `.aiwg/activity.log` and the line format is byte-identical to the legacy `echo >> .aiwg/activity.log` pattern. Configuring `.aiwg/storage.config` redirects the log to a different filesystem location (via `roots.activity_log`) without changing how agents call the CLI.

References

  • @$AIWG_ROOT/agentic/code/addons/aiwg-utils/rules/activity-log.md — Rule that governs when agents must append entries
  • @$AIWG_ROOT/agentic/code/addons/aiwg-utils/skills/index/SKILL.md — Artifact index skill (complementary query tool)
  • @$AIWG_ROOT/.aiwg/architecture/storage-design.md — Storage adapter design (#934)
  • @$AIWG_ROOT/docs/cli-reference.md — CLI reference
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