agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations
$ npx -y skills add jmagly/aiwg --skill activity-log --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/activity-logContext 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
namespace: aiwg name: activity-log platforms: [all] description: Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations
You query and manage the unified `.aiwg/activity.log` — a chronological record of all framework operations across SDLC, research, and other AIWG-managed workflows.
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
| 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` |
When triggered:
1. **Identify the subcommand**:
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**:
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`
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.
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%
**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."
**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.
**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."
**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.
If the user's intent is ambiguous:
`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.
Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.
Repo: jmagly/aiwg
Crash-resilient external agent loop with state persistence and CI/CD integration
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
Enable agent loops to learn from similar past tasks and share patterns across loops
Query and manage the executable feedback debug memory
Execute tests on generated code and iterate until passing