Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/bjcoombs/ai-native-toolkit/fix-developgit clone --depth 1 https://github.com/bjcoombs/ai-native-toolkitWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00017 | $0.01449 |
| Opus 5 | $0.00009 | $0.00724 |
| Sonnet 5 | $0.00003 | $0.00290 |
| Haiku 4.5 | $0.00002 | $0.00145 |
Grade A, and why
fix-develop scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 165 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Fix Default Branch
Assess failing CI on the repo's default branch (main / develop / etc., or nightly build), create a worktree with a fix, push a PR, and loop until CI passes and review comments are addressed.
Usage: /fix-develop [repo-path] - defaults to current repo context. (Command name is historical; works on whichever branch the repo treats as default.)
Step 1: Assess Default Branch Health
set -euo pipefail
# Identify the repo
REPO_ROOT=$(git rev-parse --show-toplevel 2>/dev/null || echo "")
REPO_NAME=$(basename "$REPO_ROOT")
ORG=$(gh repo view --json owner --jq '.owner.login')
REPO=$(gh repo view --json name --jq '.name')
DEFAULT_BRANCH=$(gh repo view --json defaultBranchRef --jq '.defaultBranchRef.name')
# Fail fast if any of the above came back empty (wrong pane, no gh auth, not a repo)
: "${REPO_ROOT:?Not inside a git repo — re-run from the target repo}"
: "${ORG:?gh repo view returned no owner — check gh auth and current directory}"
: "${REPO:?gh repo view returned no name — check gh auth and current directory}"
: "${DEFAULT_BRANCH:?gh repo view returned no defaultBranchRef — check gh auth}"
# Get latest CI status on the default branch
gh api repos/$ORG/$REPO/commits/$DEFAULT_BRANCH/status --jq '{state: .state, total: .total_count}'
# Get failing workflow runs on the default branch
gh run list --branch $DEFAULT_BRANCH --status failure --limit 5 --json databaseId,name,conclusion,createdAt \
| jq '.[] | {id: .databaseId, name, conclusion, created: .createdAt}'
If the default branch is green, report "$DEFAULT_BRANCH is healthy, nothing to fix" and STOP.
Step 2: Diagnose Failures
# For each failing run, get the failed jobs and logs
RUN_ID=<from step 1>
gh run view $RUN_ID --json jobs | jq '.jobs[] | select(.conclusion == "FAILURE") | {name, conclusion}'
gh run view $RUN_ID --log-failed 2>&1 | tail -100
Categorize failures:
- Test failures - read the failing test + source code to understand root cause
- Lint/build errors - read the offending file at the reported line
- Flaky/infrastructure - check if the same test passed on a recent re-run. If so, report as flaky (not actionable) and STOP
- Dependency issues - check if a dependency update broke something
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 165 lines · 17 tokens per session scan A 46dfebe7db4f
fix-develop is a command published in the GitHub repository bjcoombs/ai-native-toolkit (30 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 17 tokens to every session and 1,449 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
README
Git workflow and quality assurance commands for the claude-skills repository.
agentlas-cloud
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research-perplexity
Run a deep research query using Perplexity's /research mode via Playwright browser automation. This is an alternative to /export-to-council that uses Perplexity's dedicated research mode instead of multi-model council.
dispatcher
Pick the next-best repo to work on across the portfolio — rank free repos, recommend one, claim its lease atomically, and route to the entry command.
tldr
Re-apply TLDR rules for this turn (verdict first, no filler).
execute
Interactive workflow for workspace isolation, pane-delegated implementation, testing, review, and cleanup.