Specstory Link Trail

SpecStory Link Trail

Reviews your .specstory/history sessions and creates a summary of all URLs that were fetched via WebFetch tool calls. Useful for auditing external resources accessed during development.

How It Works

1. Parses SpecStory history files for WebFetch tool calls
2. Extracts URLs, status codes, and context
3. Groups by session with timestamps
4. Separates successful fetches from failures
5. Deduplicates repeated URLs with fetch counts

Why Track Links?

During AI-assisted coding, your assistant fetches documentation, APIs, and resources on your behalf. Link Trail helps you:

• Audit what external resources were accessed
• Find that documentation page you saw earlier
• Review failed fetches that might need retry
• Understand your research patterns

Usage

Slash Command

| User says | Script behavior | |-----------|-----------------| | /specstory-link-trail | All sessions in history | | /specstory-link-trail today | Today's sessions only | | /specstory-link-trail last session | Most recent session | | /specstory-link-trail 2026-01-22 | Sessions from specific date | | /specstory-link-trail *.md | Custom glob pattern |

Direct Script Usage

# All sessions
python skills/specstory-link-trail/parse_webfetch.py .specstory/history/*.md | \
  python skills/specstory-link-trail/generate_report.py -

# Specific session
python skills/specstory-link-trail/parse_webfetch.py .specstory/history/2026-01-22*.md | \
  python skills/specstory-link-trail/generate_report.py -

# Sessions from a date range
python skills/specstory-link-trail/parse_webfetch.py .specstory/history/2026-01-2*.md | \
  python skills/specstory-link-trail/generate_report.py -

Output

Link Trail Report
=================

Sessions analyzed: 5
Total URLs fetched: 23 (18 successful, 5 failed)

Session: fix-authentication-bug (2026-01-22)
--------------------------------------------
Successful fetches:
  - https://docs.github.com/en/rest/authentication (×2)
  - https://jwt.io/introduction
  - https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401

Failed fetches:
  - https://internal.company.com/api/docs (403 Forbidden)

Session: add-caching-layer (2026-01-21)
---------------------------------------
Successful fetches:
  - https://redis.io/docs/latest/commands
  - https://docs.python.org/3/library/functools.html#functools.lru_cache
  - https://stackoverflow.com/questions/... (×3)

Summary by Domain
-----------------
  github.com: 5 fetches
  stackoverflow.com: 4 fetches
  docs.python.org: 3 fetches
  redis.io: 2 fetches
  (9 other domains): 9 fetches

Present Results to User

The script output IS the report. Present it directly without additional commentary, but you may:

1. Highlight key findings - Most frequently accessed domains, any failed fetches
2. Offer follow-ups - "Want me to retry the failed fetches?" or "Need details on any of these?"

Example Response

Here's your link trail from recent sessions:

[script output here]

I noticed 5 failed fetches - mostly internal URLs that require authentication.
The most accessed domain was github.com (5 fetches), mostly for their REST API docs.

Would you like me to:
- Retry any of the failed fetches?
- Open any of these links?
- Filter to a specific session?

Notes

• Uses streaming parsing for large history files
• URLs are extracted from WebFetch tool calls in the history
• Fetch counts show when the same URL was accessed multiple times
• Failed fetches include the HTTP status code when available

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: specstoryai
• Source: specstoryai/agent-skills
• License: Apache-2.0
• Homepage: https://specstory.com/agent-skills

Install and usage instructions live in the source repository linked above.