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 skills/cookys/autopilot/dev-flow-fullnpx skills add cookys/autopilot --skill dev-flow-fullgit clone --depth 1 https://github.com/cookys/autopilotWhat 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 | $0.00133 | $0.08530 |
| Opus 5 | $0.00067 | $0.04265 |
| Sonnet 5 | $0.00027 | $0.01706 |
| Haiku 4.5 | $0.00013 | $0.00853 |
Grade B, and why
dev-flow scanned grade B with 1 finding 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
!`cat .claude/dev-flow-config.md 2>/dev/null || true` Copies of this mod
1 near-identical copy found in the catalogue:
- dev-flow — 94% identical, 44 lines differ
How it starts
The opening of the file, as written. The whole thing — 714 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Development Flow Evaluation
Project Config (auto-injected)
!cat .claude/dev-flow-config.md 2>/dev/null || true
Model Routing (for subagent dispatch)
!cat .claude/model-routing-config.md 2>/dev/null || true
If no project config above, use defaults from references/model-routing.md.
Dispatch Chains (for orchestrator routing)
!cat .claude/dispatch-config.md 2>/dev/null || true
If no project config above, autopilot's own fallback skills are primary for methodology; native Task dispatch for parallel; autopilot:reviewer for code review. See project-config-template/dispatch-config.md for the schema.
Phase 1: Session Start
Run before any code changes. Size determines which path executes.
S-Size Fast Path
Total overhead target: under 5 seconds.
1. Confirm task: restate what will be done in one sentence.
2. Branch check: `git branch --show-current` -- confirm on expected branch.
3. Proceed to S Workflow. No further gates.
S-size skips: branch freshness, knowledge/digest review, draft plan overlap, risk escalation.
L-Size Full Gates
All gates must pass before any code changes begin. If any gate is blocked, surface to the decision-maker (user in normal mode, CEO in CEO mode).
1. Record session start SHA:
git rev-parse HEAD > .claude/session-start-sha
2. Branch check:
git branch --show-current
3. Branch freshness:
BEHIND=$(git log HEAD..main --oneline 2>/dev/null | wc -l)
AHEAD=$(git log main..HEAD --oneline 2>/dev/null | wc -l)
Evaluate using the freshness table below.
If main does not exist (new repo), skip this gate.
4. Knowledge and digest review:
Check .claude/knowledge/ for relevant prior learnings.
Check for unprocessed session digests.
5. Draft plan overlap check:
ls docs/plans/*.md 2>/dev/null (or project-configured path)
If draft plans exist, check if the current task overlaps with any draft plan
(same feature, same module, or same user story).
If overlap found:
- Normal mode: surface to user -- confirm whether to proceed or adopt the draft.
- CEO mode: CEO decides within DOA (tactical decision).
If no draft plans or no overlap: proceed.
6. Skill routing:
Check CLAUDE.md (or project config) for code-area-specific skills.
If a skill is listed for the target code area, invoke it before writing code.
**Active enforcement**: For L-size, this gate is backed by the L-1.6 TaskCreate
parent task (see L Workflow → Task tracking). Reading this bullet is NOT enough —
the TaskCreate is the forcing function that prevents skipping.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 714 lines · 133 tokens per session scan B 782d234c6f7b
dev-flow is a skill published in the GitHub repository cookys/autopilot (11 stars, last pushed 3d ago), licensed MIT. It adds 133 tokens to every session and 8,530 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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brainstorming
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auto-perf-optimize
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chat-perf
Run chat perf benchmarks and memory leak checks against the local dev build or any published VS Code version. Use when investigating chat rendering regressions, validating perf-sensitive changes to chat UI, or checking for memory leaks in the chat response pipeline.
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
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