APinned docs
Current official docs and migration links for the dependency cluster you name.
- installed-version awareness
- migration page links
- official examples first
Case file: stale-doc failures
Stop agents coding from old manuals.
FreshContext is a $5 repo-specific dossier for Claude Code, Cursor, Codex, and other AI coding agents. Send package files; get a paste-ready context patch with current docs links, deprecated traps, and verification commands for the libraries your agent keeps getting wrong.
01 / Inputspackage files, repo URL, agent used, failing library area
02 / Docsofficial current docs and migration pages pinned to the stack
03 / Trapsdeprecated imports, old tutorials, hallucinated API shapes
04 / OutputAGENTS.md, CLAUDE.md, or Cursor rules patch
What arrives
A small artifact your coding agent can actually obey.
Not a generic prompt pack. The dossier is written against the buyer's dependency stack so future agent edits start from current constraints instead of stale internet memory.
BStale traps
The patterns an agent should not copy when it reaches for old examples.
- deprecated symbols
- wrong imports
- old config defaults
CVerify loop
Commands and smoke checks the agent must run before it claims a change works.
- lint/type/test commands
- feature smoke path
- report exact exit code
Pain file
Built for the failure mode developers keep hitting.
AI coding agents drift when fast-moving libraries change faster than their examples. FreshContext gives them current docs, banned stale patterns, and a command-level proof loop.
Developers ask how to give Claude Code docs and complain that AI coding tools recommend outdated information.
Builders keep shipping tools because agents reach for outdated libraries and old API examples.
Developers describe Claude Code, Cursor, and Codex mixing API versions, package names, and repo state.
ProblemAgents write plausible code from outdated tutorials.
CostYou burn time debugging confident but wrong dependency behavior.
FixGive the agent a repo-local rules patch anchored to current docs.
ResultStart the next agent session with a small repo-local dossier instead of a stale prompt.
Security signal
A tiny authorized cyber check for agent-built projects.
When AI agents touch package pins, auth flows, headers, or client-side API code, stale memory can turn into security debt. This starter check looks for obvious posture gaps and gives the agent a safer follow-up rule.
SSurface
One public URL or manifest-only review, scoped to assets you own or are authorized to submit.
- security headers
- public config exposure
- package-risk prompts
AAgent drift
Checks for stale package advice, unsafe client-side patterns, and missing verification steps.
- known-risk dependency notes
- secret-handling reminders
- OSV / official-doc lookup rule
$5Report
A short markdown report with the first fixes to make and the agent rule to prevent repeat mistakes.
- non-invasive only
- no exploit attempts
- human-reviewed notes
Delivery
Human-reviewed delivery, tight scope.
Send your repo URL or dependency manifests, plus your agent/tool. Private repo? Send only package files and the agent you use.
$5
One repo or one tight dependency cluster. You receive markdown you can paste into AGENTS.md, CLAUDE.md, or Cursor rules.
This is not a full code review, migration service, or security audit. It is a targeted context patch so the next AI-generated edit starts closer to reality.
Turnaroundhuman-reviewed
Formatmarkdown
PaymentUSDC / MATIC on Polygon
1. Send $5 in USDC or MATIC (Polygon) to:
0x5E3453A118BA479160895A4285EF0f8b8955F87C
2. DM the tx hash + your repo/manifests on X:
DM @ASmith1683525 on X