Skip to content
Agentmart
Submit a tool

intent-harden

Stress-test and tighten an Intent Contract before planning.

Skill by blakesims

IndexedMIT
Write a review

Chalk Labs

Need help deploying intent-harden?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/blakesims-intent-harden

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Stress-test and tighten an Intent Contract before planning. Composes grill-me + linear-independence and adds three more phases (Visualize / Stress-test / Realign). Use right after a contract is drafted and before spawning a planner — especially when the contract was drafted in one pass, the request arrived under-specified, or the work is user-facing or data-sensitive. Triggers on "harden the contract", "before we plan, let's stress-test this", or invoke directly with /task-workflow:intent-harden.

Use cases: documents, testing, data, productivity

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/intent-harden

What's inside

Skill name
intent-harden
Description
Stress-test and tighten an Intent Contract before planning. Composes grill-me + linear-independence and adds three more phases (Visualize / Stress-test / Realign). Use right after a contract is drafted and before spawning a planner — especially when the contract was drafted in one pass, the request arrived under-specified, or the work is user-facing or data-sensitive. Triggers on "harden the contract", "before we plan, let's stress-test this", or invoke directly with /task-workflow:intent-harden.
License
MIT
Instructions
155 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Intent Harden

The default failure mode of contract drafting is **invisible scope** — decisions the planner has to invent because nobody surfaced them, and additions that creep in because nobody compared the build to the original ask. This skill is the explicit expansion-then-contraction cycle that catches both.

Run when an Intent Contract has been drafted (or is in late-stage drafting) and the user is about to commit it to a planner. Especially valuable when the user might otherwise rubber-stamp the contract under cognitive load. It is optional and must not become ceremony for small, obvious work.

## Inputs

Require a draft containing:

- executive intent;
- `DONE_WHEN`;
- scope in/out;
- source evidence;
- assumptions, risks, and material open decisions;
- validation expectations.

If these are absent, return to `task-start` Stage 1 first. When invoked standalone (outside the task workflow), draft this skeleton from the conversation before proceeding.

## The five phases — run in order

### Phase 1 — EXPAND  *(grill-me)*

Read `${CLAUDE_PLUGIN_ROOT}/skills/grill-me/SKILL.md` and apply it to the draft contract. Drive the design tree. Surface every decision the planner would otherwise have to invent silently. Cover at minimum:

- Privacy / enumeration / oracle attacks
- Idempotency, dedup windows, rate limits
- Validation strictness (server vs client, soft vs hard)
- Failure modes (what happens if external service X is down)
- Error UX (what does the user see; what does staff see)
- Observability (audit trail, logging, dashboards)
- Auth posture (how do we know it's the right person)
- Hidden state transitions, migrations, unchanged behaviour that must remain stable

For each branch, propose a recommended answer. The user steers; you do not interrogate without recommendations. Do not invent product features — mark candidate additions explicitly.

### Phase 2 — COMPRESS  *(linear-independence)*

Read `${CLAUDE_PLUGIN_ROOT}/skills/linear-independence/SKILL.md` and apply it to the grill output. Collapse it into the smallest set of truly independent decisions — typically 3-5. Anything that can be answered from the codebase, from existing conventions, or from a sensible default, you commit to deciding yourself. Do NOT ask the user about column names, file paths, or default tradeoffs that have an obvious answer.

Surface the compressed set with: **decision · tradeoff · cost of each option · your recommendation**. Use AskUserQuestion to bundle them when there are 2-4 questions.

### Phase 3 — VISUALIZE

Reading a contract is abstract; seeing the artifact is concrete. Produce:

1. **ASCII mockups** of every user-facing surface (forms, pages, emails, badges, dashboards). Even rough box-drawings beat prose.
2. **File tree** of what gets created and what gets mutated, grouped by frontend / backend / config / tests.
3. **Data flow diagram** for the critical path (one-page ASCII flowchart, with branches and side effects called out).

The user must see the build before they consent to it. Misplacements (wrong subdomain, wrong audience, wrong surface) usually only surface when they SEE the picture — not when they read the spec. Skip an artifact only when there is genuinely nothing user-facing to draw, or the repository or human explicitly disables mockups.

### Phase 4 — STRESS-TEST

Probe the upstream and downstream boundaries. For each major component, ask:

- **What's already built?** Grep + read the codebase. The most expensive scope creep is rebuilding something that already exists.
- **What's the action surface?** (UI button / external dashboard / cron / webhook / manual script) — sometimes the action lives outside our system entirely.
- **Where's the source of truth?** (DB column / external API / external dashboard) — we don't need to track state our system isn't authoritative for.
- **What fails silently if absent?** Identify the consequences of NOT building each piece. Sometimes the answer is "nothing user-visible" — cut it.
- **What's the downstream side-effect on success?** (other webhooks fire / other systems get notified / state propagates) — confirm we don't double-handle.

Then challenge the contract itself:

1. Could an implementation satisfy the words but miss the human outcome?
2. Could a planner make a materially wrong assumption?
3. Is any source of truth missing or contradictory?
4. Is out-of-scope behaviour protected?
5. Are high-impact failures and rollback/recovery covered?
6. Can each success claim be verified?

Cut dead-weight that already-wired systems handle. Resolve implementation details autonomously; ask the human only about high-impact choices that cannot be inferred safely.

### Phase 5 — REALIGN

Re-read the source-of-intent — the original PDF, transcript, decision doc, or client message that started this work. Audit every decision in the hardened scope against it.

Classify each decision as one of:

- **VERBATIM** — directly required by the source
- **ADDITION** — not in the source; we're proposing to add it
- **DEVIATION** — diverges from the source (different copy, different flow, different placement)

Surface the additions and deviations. For each non-VERBATIM item, offer three paths:

- **Path A — Ship as scoped, flag to client post-launch.** Cheap, gets us launched, client can veto post-fact.
- **Path B — Pause and ask client first.** Slow but zero misalignment risk.
- **Path C — Cut the addition, ship pure source intent.** Smallest, fastest, safest. Defer the addition to a follow-up task only if a real complaint emerges.

**Default recommendation: Path C** unless the verbatim spec cannot function without the addition.

This phase is where most scope creep dies. The addition you proposed in Phase 1 because it "felt useful" gets cut here because the client never asked for it.

## Output

Return a replacement brief:

```md
# Hardened Intent Contract

## DONE_WHEN
<single tight assertion>

## Executive intent
...

## Scope in
- ...

## Scope out / unchanged (cut-list explicitly named)
- ...

## Source evidence
- ...

## Decisions made
- ...

## Open decisions

From blakesims/task-workflow-plugin, MIT.

More from blakesims/task-workflow-plugin

Signals

Stars
0
Forks
0
Open issues
0
Last commit (this folder)
Aug 29, 2026 (2 months ago)
Last release
Sep 14, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from blakesims

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get intent-harden running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying intent-harden?

CallGet help
Cite this page

intent-harden skill. Agent Mart. https://agentmart.dev/skills/blakesims-intent-harden (last updated 2026-10-24)