refine-ticket: Research & Knowledge for AI Agents | OpenAgentSkill

Overview

Refine a development ticket — or brainstorm a raw idea — into a validated, self-contained REQUIREMENTS document — the "what", verified against the codebase. Invoke manually only.

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Refine ticket

The Refine phase of Refine → Plan → Act: turn a raw ticket — or an idea to brainstorm — into a validated requirements document a fresh session can plan from. Analysis only — it defines what must be true when the work is done, never how to build it, and never touches code.

An idea is a ticket that doesn't exist yet: treat the user's words as the ticket text, and grill to shape the idea itself — goal, in vs out of scope — before closing the branches that block implementation.

What, not how — but verified against the code

You cannot define the "what" in a vacuum. Every requirement must be checked against the actual code, config, and design — a ticket may be stale, ambiguous, contradicted by the codebase, or depend on upstream work that isn't implemented yet (e.g. a prerequisite ticket still open). Reading the code here is for validating requirements, not for designing the solution.

Golden rule: never guess — ask

Anything determinable by reading the code, resolve by reading the code — never ask the user about it.
Anything not determinable from ticket + code, ask — never fill the gap with a plausible assumption.
Local environment state (config files, DB contents, env vars) describes only the machine it's on — never assume it matches the environment where the reported behaviour occurred; ask the user to confirm such values.
Treat "this probably works like X" as a question, not a fact. Keep "I confirmed X", "the ticket claims X", and "I assume X" distinct; the latter two never become the first without evidence.
Before declaring something missing, broaden the search — "not found under the name the ticket used" is not "not present".
Verify both sides of an integration: if a requirement relies on another layer behaving a certain way, open that layer and confirm it.

Grill to resolve every branch

After gathering and code-verifying, grill the user — interview relentlessly, never guessing what they could clarify — to close every remaining decision:

One question at a time, each with your recommended answer.
If any part of a question is answerable from the codebase, explore it rather than ask — never bundle a code-answerable sub-question into a grill. "Which name, type, shape, or pattern fits?" is code-answerable: match the closest existing analogue, and let that verified convention outrank the ticket's contrary suggestion. Grill only on what genuinely remains (product intent, cross-task timing).
Walk each branch of the decision tree, resolving dependencies between decisions, until there is shared understanding and no open branch that blocks implementation.

Separate two kinds of uncertainty:

Blocking — implementation can't proceed without it (a contradiction, a missing referenced file). Resolve during grilling, before writing the file.
Non-blocking — a reasonable default exists but a human should confirm. Record under Open questions with your tentative answer.

"Already exists" / "reuse X" is a directive

When the ticket says a capability exists or names something to reuse, find what's behind it (the service method, query, SP it calls) and anchor the requirement on the smallest extension — relax a parameter, widen a filter, lift a guard. "Not an exact match" doesn't license a net-new build: reuse-vs-build-new is a blocking question for the user, never a silent default.

Reconcile against the design when one is referenced

When a ticket points at a design (mockup, screenshot, prototype, design-tool link), that design is part of the spec. Visual decisions made without seeing it lock in wrong defaults.

If you cannot actually see the referenced design, ask for it before proceeding. A link you can't render is not a design you've read. Prefer a copy already saved with the ticket over re-fetching.
Once you can see it, treat visual specifics as contract-level: currency, date, and number formatting, empty and error states, label wording, spacing, alignment, iconography. The default for "is this in the design?" is match the design, not do the minimum.
Any visual choice you'd otherwise make blind is an Open question, never silently defaulted.

When the ticket references others that matter to it (BE/FE counterparts, dependencies, follow-ups), read them too — they complete the picture and sharpen how this ticket's requirements are meant. A ## Ticket set section in the ticket file lists locally fetched siblings: read every linked .TICKET.md before grilling; for tracker-only references, judge relevance before fetching. What a sibling supplies — execution order, contracts it owns, superseded-spec notes — is context only, never requirements: scope stays this ticket's, and anything a sibling suggests changing is a question for the user, never a silent scope change.

A prior ticket review is leads, never facts

Unless one was passed in, look for a .TICKET-REVIEW.md next to the ticket or in its set directory — an earlier session's triage; say which one you use, or that none exists. Challenge and re-verify everything in it before relying on it (its citations make that cheap). Its shipped questions are blocking items: grill first whether the owner answered. The defaults it assumed for dropped cheap details are decisions to close here — grilled or recorded as Open questions, never adopted silently. Handoffs are out-of-scope dependencies; verdict and walkthrough are context only. The ticket file and the code always win; a review older than the ticket file has likely been overtaken — say so.

Output: the REQUIREMENTS file

Must stand alone for a fresh session with no memory of this conversation and no access to the ticket — this is the single most important constraint. No "as discussed", "we agreed", or "see ticket".

Location:

If the ticket input is a local file, write the REQUIREMENTS file in the same directory, replacing .TICKET with .REQUIREMENTS (e.g. FOO.TICKET.md → FOO.REQUIREMENTS.md); if the input doesn't follow that convention, append .REQUIREMENTS before .md.
If there is no local ticket file (a tracker URL/ID, pasted text), follow the project's/user's convention for where planning documents live (default: .agents/plans/). Propose a kebab-case <slug> (prefix the tracker id when the ticket is bound to one) and the target path, confirm both with the user, then write <slug>/<slug>.REQUIREMENTS.md there.

Six parts (Verified codebase facts, Overrides, and Open questions may be empty — don't pad):

Context — 1–3 sentences: the feature, what's in scope, what's out. When the work is only a slice of a larger feature, link the big-picture reference (parent story, final-goal/context note, design) so the planner sees how it fits; a self-contained task needs none.
Verified codebase facts — the facts confirmed while validating requirements, recorded so the planner builds on them instead of rediscovering: where the relevant code lives, data shapes, existing analogues, integration points. Byproduct only — never explore beyond what refinement itself needs — and only facts a fresh session would need a search to rediscover. Anchor to paths and identifiers; line numbers are hints — they drift. What is true today, never how to change it. When non-empty, open with one line pinning the commit (short hash, noting uncommitted changes if the tree is dirty) and absolute date, warning the code may have changed since and specifics need re-verifying.
Requirements — deduplicated functional + technical list. Tag each item with its ticket source (e.g. (Description), (Technical Detail), (AC)). Group by area when it aids reading. Cite the concrete file path / identifier inline wherever a requirement touches code; cite a reused pattern as path:line-range.
Overrides — where the ticket says one thing and the requirement says another (ticket is stale, wrong, or self-contradictory). Each entry: what the ticket says, what the code/AC shows, the resulting requirement.
Open questions — non-blocking ambiguities, each with your tentative answer and why it's non-blocking. Blocking questions never appear here.
Acceptance criteria — flat, verifiable checklist the implementation must satisfy.

Each requirement is self-contained; user-facing strings that must stay in a given language are quoted verbatim.

Boundaries

Do not write an implementation plan or describe "how".
Do not modify any source files. The only file you write is the REQUIREMENTS document.

When done, state — in project-relative paths — that the requirements file is ready, then hand off each next phase as a single copy-pasteable launch command — phase-prefixed session name and prompt combined, so one paste starts the session. Use the launch syntax of the agent tool in use (vendor-agnostic — claude below is only the example), naming the session with the phase prefix plus the requirements file's slug:

claude --name create-manual-test-<slug> "/create-manual-test-instructions <path>.REQUIREMENTS.md"   # QA manual test
claude --name create-plan-<slug> "/create-implementation-plan <path>.REQUIREMENTS.md"               # Plan phase

The phase prefix (create-plan-, execute-plan-, …) keeps the pipeline phases distinguishable in the session list.

Then offer the plan phase's alternative — clearing the current session instead (vendor-agnostic — /clear below is only the example; use the clear command of the agent tool in use):

OR /clear and run:

/create-implementation-plan <path>.REQUIREMENTS.md

View source ↗

File metadata

name: refine-ticket
description: Refine a development ticket — or brainstorm a raw idea — into a validated, self-contained REQUIREMENTS document — the "what", verified against the codebase. Invoke manually only.
license: MIT
metadata:
  version: "1.13"

View original text

---
name: refine-ticket
description: Refine a development ticket — or brainstorm a raw idea — into a validated, self-contained REQUIREMENTS document — the "what", verified against the codebase. Invoke manually only.
license: MIT
metadata:
version: "1.13"
---

# Refine ticket

The **Refine** phase of Refine → Plan → Act: turn a raw ticket — or an idea to brainstorm — into a
validated requirements document a fresh session can plan from. Analysis only — it defines **what**
must be true when the work is done, never **how** to build it, and never touches code.

An idea is a ticket that doesn't exist yet: treat the user's words as the ticket text, and grill
to shape the idea itself — goal, in vs out of scope — before closing the branches that block
implementation.

## What, not how — but verified against the code

You cannot define the "what" in a vacuum. Every requirement must be checked against the **actual
code, config, and design** — a ticket may be stale, ambiguous, contradicted by the codebase, or
depend on upstream work that isn't implemented yet (e.g. a prerequisite ticket still open). Reading
the code here is for *validating* requirements, not for designing the solution.

## Golden rule: never guess — ask

- Anything determinable by reading the code, resolve by reading the code — never ask the user about
it.
- Anything *not* determinable from ticket + code, ask — never fill the gap with a plausible
assumption.
- Local environment state (config files, DB contents, env vars) describes only the machine it's on
— never assume it matches the environment where the reported behaviour occurred; ask the user to
confirm such values.
- Treat "this probably works like X" as a question, not a fact. Keep "I confirmed X", "the ticket
claims X", and "I assume X" distinct; the latter two never become the first without evidence.
- Before declaring something missing, broaden the search — "not found under the name the ticket
used" is not "not present".
- Verify both sides of an integration: if a requirement relies on another layer behaving a certain
way, open that layer and confirm it.

## Grill to resolve every branch

After gathering and code-verifying, **grill** the user — interview relentlessly, never guessing
what they could clarify — to close every remaining decision:

- One question at a time, each with your recommended answer.
- If any part of a question is answerable from the codebase, explore it rather than ask — never
bundle a code-answerable sub-question into a grill. "Which name, type, shape, or pattern fits?" is
code-answerable: match the closest existing analogue, and let that verified convention outrank the
ticket's contrary suggestion. Grill only on what genuinely remains (product intent, cross-task
timing).
- Walk each branch of the decision tree, resolving dependencies between decisions, until there is
shared understanding and no open branch that blocks implementation.

Separate two kinds of uncertainty:
- **Blocking** — implementation can't proceed without it (a contradiction, a missing referenced
file). Resolve during grilling, before writing the file.
- **Non-blocking** — a reasonable default exists but a human should confirm. Record under Open
questions with your tentative answer.

## "Already exists" / "reuse X" is a directive

When the ticket says a capability exists or names something to reuse, find what's *behind* it (the
service method, query, SP it calls) and anchor the requirement on the smallest extension — relax a
parameter, widen a filter, lift a guard. "Not an exact match" doesn't license a net-new build:
reuse-vs-build-new is a **blocking** question for the user, never a silent default.

## Reconcile against the design when one is referenced

When a ticket points at a design (mockup, screenshot, prototype, design-tool link), that design is
part of the spec. Visual decisions made without seeing it lock in wrong defaults.

- If you cannot actually see the referenced design, ask for it before proceeding. A link you can't
render is not a design you've read. Prefer a copy already saved with the ticket over re-fetching.
- Once you can see it, treat visual specifics as contract-level: currency, date, and number
formatting, empty and error states, label wording, spacing, alignment, iconography. The default
for "is this in the design?" is match the design, not do the minimum.
- Any visual choice you'd otherwise make blind is an Open question, never silently defaulted.

## Read relevant related tickets — context, not scope

When the ticket references others that matter to it (BE/FE counterparts, dependencies, follow-ups),
read them too — they complete the picture and sharpen how this ticket's requirements are meant. A
`## Ticket set` section in the ticket file lists locally fetched siblings: read every linked
`.TICKET.md` before grilling; for tracker-only references, judge relevance before fetching. What a
sibling supplies — execution order, contracts it owns, superseded-spec notes — is context only,
never requirements: scope stays this ticket's, and anything a sibling suggests changing is a
question for the user, never a silent scope change.

## A prior ticket review is leads, never facts

Unless one was passed in, look for a `.TICKET-REVIEW.md` next to the ticket or in its set
directory — an earlier session's triage; say which one you use, or that none exists. Challenge and
re-verify everything in it before relying on it (its citations make that cheap). Its shipped
questions are blocking items: grill first whether the owner answered. The defaults it assumed for
dropped cheap details are decisions to close here — grilled or recorded as Open questions, never
adopted silently. Handoffs are out-of-scope dependencies; verdict and walkthrough are context only.
The ticket file and the code always win; a review older than the ticket file has likely been
overtaken — say so.

## Output: the REQUIREMENTS file

Must stand alone for a **fresh session** with no memory of this conversation and no access to the
ticket — this is the single most important constraint. No "as discussed", "we agreed", or "see
ticket".

Location:
- If the ticket input is a **local file**, write the REQUIREMENTS file in the **same directory**,
replacing `.TICKET` with `.REQUIREMENTS` (e.g. `FOO.TICKET.md` → `FOO.REQUIREMENTS.md`); if the
input doesn't follow that convention, append `.REQUIREMENTS` before `.md`.
- If there is **no local ticket file** (a tracker URL/ID, pasted text), follow the project's/user's
convention for where planning documents live (default: `.agents/plans/`). Propose a kebab-case
`<slug>` (prefix the tracker id when the ticket is bound to one) and the target path, **confirm
both with the user**, then write `<slug>/<slug>.REQUIREMENTS.md` there.

Six parts (Verified codebase facts, Overrides, and Open questions may be empty — don't pad):

1. **Context** — 1–3 sentences: the feature, what's in scope, what's out. When the work is only
a slice of a larger feature, link the big-picture reference (parent story, final-goal/context
note, design) so the planner sees how it fits; a self-contained task needs none.
2. **Verified codebase facts** — the facts confirmed while validating requirements, recorded so
the planner builds on them instead of rediscovering: where the relevant code lives, data
shapes, existing analogues, integration points. Byproduct only — never explore beyond what
refinement itself needs — and only facts a fresh session would need a search to rediscover.
Anchor to paths and identifiers; line numbers are hints — they drift. *What is true today*,
never *how to change it*. When non-empty, open with one line pinning the commit (short hash,
noting uncommitted changes if the tree is dirty) and absolute date, warning the code may have
changed since and specifics need re-verifying.
3. **Requirements** — deduplicated functional + technical list. Tag each item with its ticket source
(e.g. `(Description)`, `(Technical Detail)`, `(AC)`). Group by area when it aids reading. Cite
the concrete file path / identifier inline wherever a requirement touches code; cite a reused
pattern as `path:line-range`.
4. **Overrides** — where the ticket says one thing and the requirement says another (ticket is
stale, wrong, or self-contradictory). Each entry: what the ticket says, what the code/AC shows,
the resulting requirement.
5. **Open questions** — non-blocking ambiguities, each with your tentative answer and why it's
non-blocking. Blocking questions never appear here.
6. **Acceptance criteria** — flat, verifiable checklist the implementation must satisfy.

Each requirement is self-contained; user-facing strings that must stay in a given language are
quoted verbatim.

## Boundaries

- Do **not** write an implementation plan or describe "how".
- Do **not** modify any source files. The only file you write is the REQUIREMENTS document.

When done, state — in **project-relative paths** — that the requirements file is ready, then hand
off each next phase as a **single copy-pasteable launch command** — phase-prefixed session name and
prompt combined, so one paste starts the session. Use the launch syntax of the agent tool in use
(vendor-agnostic — `claude` below is only the example), naming the session with the phase prefix
plus the requirements file's slug:

```
claude --name create-manual-test-<slug> "/create-manual-test-instructions <path>.REQUIREMENTS.md" # QA manual test
claude --name create-plan-<slug> "/create-implementation-plan <path>.REQUIREMENTS.md" # Plan phase
```

The phase prefix (`create-plan-`, `execute-plan-`, …) keeps the pipeline phases distinguishable in
the session list.

Then offer the plan phase's alternative — clearing the current session instead (vendor-agnostic —
`/clear` below is only the example; use the clear command of the agent tool in use):

OR /clear and run:

```
/create-implementation-plan <path>.REQUIREMENTS.md
```

Review the source

Skill source recorded

Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.

Review before install: Avoid automatic install

License: MIT

Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 46 GitHub stars
Stars/forks activity: 46 stars, 6 forks; issue activity unavailable in current metadata
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

Open full audit

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Start with one small task

1Read the source. Confirm the input, expected output, dependencies and permissions.
2Ask your agent for a plan. Approve setup and any costs before running a small isolated test.
3Check the output and changed files. Report only what actually ran; keep the source revision for reproduction.

Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.

Source & usage notes

IndexedStatic Checked

Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.

Source repository: eai-org/agent-toolkit
License: MIT
Version: 1.13
Last GitHub push: Sep 9, 2026
Registry updated: Sep 9, 2026
Instruction path: skills/refine-ticket/SKILL.md @ a2be82ba17e0

Version reported in registry metadata; check source releases before relying on it.

Quality

58/100

Promising

Trust

64/100

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This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open install API LLM text format Open manifest Auto-resolve Plan

More details

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      "setupRequired": 0,
      "notRelevant": 0,
      "avgOutputQuality": null,
      "avgTimeToUsefulMs": null,
      "productionOutcomes": 0,
      "humanReviewRequired": 0,
      "uniqueAgents": 0,
      "lastOutcomeAt": null
    },
    "signals": [],
    "penalties": [
      "No real agent outcome evidence yet"
    ]
  },
  "audit": {
    "score": 74,
    "risk_level": "needs_review",
    "risk_label": "Needs review",
    "warnings": [
      "Permission surface may require sandboxing",
      "Low GitHub adoption signal",
      "AI review approval is missing",
      "Quality score needs review",
      "Permission surface needs review: secrets or environment access, shell or command execution",
      "GitHub adoption: 46 GitHub stars",
      "Stars/forks activity: 46 stars, 6 forks; issue activity unavailable in current metadata",
      "Permission surface: secrets or environment access, shell or command execution"
    ]
  },
  "safety_gate": {
    "tier": "blocked",
    "label": "Blocked for auto-install",
    "auto_install_policy": "block",
    "auto_install_allowed": false,
    "human_review_required": true,
    "blocked": true,
    "recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
  },
  "quality": {
    "score": 58,
    "label": "Promising"
  },
  "supply": {
    "track": "Research and knowledge work",
    "scenario": "RAG and knowledge",
    "maintenance": "8d since push",
    "risk": "Needs review"
  },
  "alternative_skills": [
    {
      "slug": "yanliudesign-mono-color-skill",
      "name": "mono-color",
      "url": "https://www.openagentskill.com/skills/yanliudesign-mono-color-skill",
      "stars": 1919,
      "install_command": "npx skills add yanliudesign/mono-color-skill --skill mono-color",
      "trust_score": 85,
      "audit_score": 93
    }
  ],
  "do_not_use_when": [
    "teams that need a vendor-supported SLA",
    "production agents without a repository review",
    "Low GitHub adoption signal",
    "No OpenAgentSkill engagement data yet",
    "High-risk permission hints: Shell or command execution, Secrets or environment access",
    "Permission surface may require sandboxing",
    "AI review approval is missing",
    "Quality score needs review"
  ],
  "agent_contract": {
    "task_input": "Use refine-ticket in an agent workflow",
    "recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
    "install_policy": "block",
    "minimum_review_before_use": [
      "Trust: 72/100 Strong shortlist",
      "Audit: 74/100 Needs review",
      "Safety: 30/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
    "expected_agent_output": {
      "selected_skill": "eai-org-refine-ticket (refine-ticket)",
      "install_command": "npx skills add eai-org/agent-toolkit --skill refine-ticket",
      "risk_summary": "Needs review; Blocked for auto-install; Review before production",
      "verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
    }
  },
  "outcome_feedback": {
    "endpoint": "https://www.openagentskill.com/api/agent/outcome",
    "method": "POST",
    "requires_resolve_event_id": true,
    "event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
    "expected_outcomes": [
      "success",
      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
    ],
    "payload_template": {
      "event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
      "skill_slug": "eai-org-refine-ticket",
      "task": "Use refine-ticket in an agent workflow",
      "agent": "codex",
      "outcome": "success",
      "install_used": true,
      "risk_blocked": false,
      "setup_required": false,
      "task_success": true,
      "output_quality": 4,
      "error_type": null,
      "human_review_required": false,
      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
    }
  },
  "endpoints": {
    "web": "https://www.openagentskill.com/skills/eai-org-refine-ticket",
    "api": "https://www.openagentskill.com/api/agent/skills/eai-org-refine-ticket",
    "audit": "https://www.openagentskill.com/skills/eai-org-refine-ticket/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=eai-org-refine-ticket&task=Use%20refine-ticket%20in%20an%20agent%20workflow&max_risk=medium",
    "resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20refine-ticket%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20refine-ticket%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/eai-org-refine-ticket/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/eai-org-refine-ticket"
  }
}

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Creator: eai-org
Source: eai-org/agent-toolkit
Indexed by: OpenAgentSkill community index

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