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AI EngineeringPython

Sticky

by jeremylongshore

Sets the auto-routing mode for Hyperflow, controlling when user messages automatically trigger Hyperflow chains. Supports full routing, intent-based routing, or disabling auto-routing.

2.6K stars367 forksAdded 2026/07/19
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Documentation

README

Sticky

Set per-project auto-routing mode. Three states:

State Default? Behavior
auto yes (when .sticky absent) Intent-detection routing β€” messages containing chain-starter verbs (audit, debug, fix, brainstorm, scope, deploy, review, …) auto-route. Pure conversation passes through.
on β€” Full sticky β€” every task-shaped message routes, even without explicit intent verbs
off β€” All auto-routing disabled β€” only explicit /hyperflow:* slash commands trigger chains

Intent-detection is the floor β€” the user gets it without any opt-in (the orchestrator scans every user message for chain-starter verbs and routes when matched). Sticky on raises the ceiling; sticky off lowers the floor.

Full doctrine: DOCTRINE.md Layer 1 auto-routing clause (intent verb taxonomy + routing contract + bypass patterns).

Subcommands

Subcommand Description
on Set state: on β€” full sticky routing on every task-shaped message
auto Set state: auto β€” intent-verb routing only (the default)
off Set state: off β€” disable ALL auto-routing including intent detection
status Show current state (on / auto / off / when toggled)

Default subcommand when none provided: status.

State persistence

Sticky state is stored at .hyperflow/.sticky (project-scoped, gitignored). File format:

state: on
since: 2026-05-17T14:30:00Z
trigger: user-mention   # or: explicit-toggle | session-default

The session-start hook reads this file and prints a one-line advisory when sticky is on (Sticky mode: ON since 2026-05-17 14:30 β€” task-shaped messages auto-route through hyperflow). Sticky persists across sessions until explicitly toggled off.

Subcommand Details

on

Write .hyperflow/.sticky with state: on + ISO-8601 timestamp + trigger: explicit-toggle. Print:

Sticky mode: ON (full routing)
Every task-shaped message now routes through hyperflow, even without intent verbs.
Disable with /hyperflow:sticky off Β· or relax to verb-only routing with /hyperflow:sticky auto.

auto

Write .hyperflow/.sticky with state: auto + timestamp. This is the default state when no file exists; explicitly setting it is useful after off to re-enable intent-detection without going to full sticky. Print:

Sticky mode: AUTO (intent-detection routing, default)
Messages containing chain-starter verbs (audit, debug, fix, brainstorm, scope, deploy, review, …) auto-route.
Pure conversation passes through. Expand to full routing with /hyperflow:sticky on.

off

Replace .hyperflow/.sticky contents with state: off + timestamp. (Keep the file rather than delete so the session-start hook can show recent history.) Print:

Sticky mode: OFF
All auto-routing disabled β€” even intent verbs (audit, debug, fix, brainstorm, …) will no longer route.
Use explicit /hyperflow:* invocations. Re-enable with /hyperflow:sticky auto or /hyperflow:sticky on.

status

Read .hyperflow/.sticky. Print one line:

Sticky mode: ON since 2026-05-17 14:30 (trigger: user-mention)

or:

Sticky mode: AUTO since 2026-05-17 14:30 (trigger: default Β· intent-detection routing)

or:

Sticky mode: OFF (last changed: 2026-05-16 09:12)

or, if file absent:

Sticky mode: AUTO (default Β· file not yet written Β· intent-detection routing active)

Behavioural contract

When sticky is ON, the orchestrator MUST follow this routing on every new user message:

  1. Chat-shaped messages (questions about prior output, "yes" / "no" answers to a pending gate, acknowledgments like "ok"/"thanks", short clarifications) β€” pass through normally, no chain routing.
  2. Task-shaped messages (any verb-led request for new work: "add X", "fix Y", "refactor Z", "build", "implement", "create", "design", "scope out", "decompose", "ship") β€” auto-route:
    • New work (whether the user asks what / should we or describes how and names concrete files / functions) β†’ invoke /hyperflow:plan with the user's message as ARGUMENTS. Plan internally bounces past the design phase straight to decomposition when the request is already clear.
    • Existing task file referenced (e.g. "resume the auth task") β†’ invoke /hyperflow:dispatch with the matching slug.
  3. Bug reports ("X is broken", "Y test fails", "Z throws…") β†’ invoke /hyperflow:trace.
  4. Review requests ("review this", "audit the diff", "any issues?") β†’ invoke /hyperflow:audit.
  5. Ship intent ("ship it", "push", "release", "deploy") β†’ invoke /hyperflow:deploy.

The routing decision is made silently β€” print one short line (Routing to /hyperflow:plan (sticky mode) …) and invoke. Don't ask the user to confirm the routing (that would be an invented gate per DOCTRINE rule 8). The Step 0 chain-mode question still fires inside the routed skill.

Override: if the user message starts with / (any slash command) OR contains "without hyperflow" / "skip hyperflow" / "don't route" β†’ bypass routing for that message; respond directly.

Activation triggers

Intent-detection routing (state: auto) is the default β€” active for every project without any user action. The orchestrator scans every user message for chain-starter verbs (per the DOCTRINE intent verb taxonomy) and routes when matched. No file write needed.

Upgrades and downgrades:

  1. Upgrade to full sticky (on):
    • Explicit: user runs /hyperflow:sticky on.
    • Implicit: user mentions the word "hyperflow" in a non-slash-command message AND .hyperflow/.sticky does not exist OR is auto. Orchestrator writes state: on Β· trigger: user-mention Β· since: <ISO-8601> and prints Sticky mode: ON (upgraded from auto, activated by mention). Disable with /hyperflow:sticky off.
  2. Downgrade to intent-only (auto): user runs /hyperflow:sticky auto.
  3. Disable entirely (off): user runs /hyperflow:sticky off. Disables intent detection too β€” only explicit /hyperflow:* slash commands route after this.

State is never silently changed by the orchestrator. Only the user's explicit /hyperflow:sticky <state> invocation (or the one-time implicit hyperflow-mention upgrade) modifies .hyperflow/.sticky.

Anti-patterns (when sticky is ON)

  • Asking the user "should I route this to hyperflow?" β€” that's an invented gate; the user already opted in via sticky
  • Skipping the Step 0 chain-mode question inside the routed skill β€” sticky controls routing, not gates
  • Routing chat-shaped messages β€” answering a question shouldn't fire a chain
  • Routing messages that start with / β€” those are explicit slash commands; honor them as-is
  • Echoing the routing decision as a long paragraph β€” one short line is enough (Routing to /hyperflow:plan (sticky mode) …)

Flow

  1. Parse subcommand from invocation (default: status).
  2. Read .hyperflow/.sticky (if absent, treat as empty).
  3. Execute subcommand: write the file (on / off) or print state (status).
  4. Print confirmation.

Overview

/hyperflow:sticky toggles per-project sticky-session routing. It does not itself perform routing β€” that's the orchestrator's behavioral contract when sticky is ON. This skill is the user-facing on/off switch and status reader.

Prerequisites

  • .hyperflow/ directory writable. If absent, the skill creates .hyperflow/ and writes .sticky inside.

Instructions

See Subcommands and Behavioural contract. Summary:

  1. Parse subcommand (default status).
  2. Read or write .hyperflow/.sticky per the chosen subcommand.
  3. Print one-line confirmation.

When sticky is ON, the orchestrator routes per the Behavioural contract on every subsequent user message β€” this skill itself isn't re-invoked, the contract lives in DOCTRINE.

Output

Single one-line status per subcommand (on / off / status). No multi-line output.

Error Handling

Failure Behavior
.hyperflow/ missing Create the directory, then write .sticky.
.hyperflow/.sticky exists but malformed Print one-line warning + treat as OFF. Backup the malformed file to .sticky.bak.
Invalid subcommand (not on/off/status) Print the valid subcommand list and exit.

Examples

Enable sticky mode

/hyperflow:sticky on

Sticky mode: ON
Task-shaped messages now auto-route through /hyperflow:plan (which bounces straight to decomposition when the design is clear).
Chat-shaped messages (questions, answers, acknowledgments) still pass through normally.
Disable with /hyperflow:sticky off.

Sticky activates from a casual mention

You: hey, let's use hyperflow for the next feature
[orchestrator: detects "hyperflow" mention, .hyperflow/.sticky doesn't exist yet]
Sticky mode: ON (activated by mention)
Task-shaped messages now auto-route. Disable with /hyperflow:sticky off.

You: add a search bar to the dashboard with debounced input
[orchestrator: task-shaped, clear request β†’ routes to /hyperflow:plan]
Routing to /hyperflow:plan (sticky mode) …

Check status

/hyperflow:sticky status

Sticky mode: ON since 2026-05-17 14:30 (trigger: user-mention)

Bypass for one message

You: without hyperflow, just tell me what hooks.json controls
[orchestrator: contains "without hyperflow" β†’ bypass for this message]
hooks.json declares the session lifecycle hooks the plugin registers with Claude Code…

Disable sticky

/hyperflow:sticky off

Sticky mode: OFF
Task-shaped messages will no longer auto-route. Use explicit /hyperflow:* invocations.

Resources

  • DOCTRINE.md β€” Layer 1 sticky-session clause (the behavioural contract the orchestrator follows when sticky is ON).
  • output-style.md β€” one-line confirmation format.

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