agentleFS
chakmarebelchakmarebel/federal-proposal-copilot/.claude/skills/capture-intent/SKILL.md

capture-intent

Skill4 starsChanged 3 months agoMITView on GitHub

Use this skill early in the proposal lifecycle to define the strategic intent behind the bid, including customer belief objectives, discriminator strategy, competitive posture, acceptable risk, and narrative direction.

The file

We split this skill into the rules it gives an agent

11 rules. About 0 are common, 11 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈11

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Run after opportunity qualification and before solution architecture/storyboarding.

    line 39
  2. Distinctive:

    Do not write generic statements like:

    line 111
  3. Distinctive:

    no production CDS deployment

    line 175
  4. Distinctive:

    Do not hide weaknesses.

    line 183
  5. Distinctive:

    avoid implying enterprise replacement

    line 196
  6. Distinctive:

    avoid claiming automatic ATO reciprocity

    line 198
  7. Distinctive:

    avoid attacking incumbent directly

    line 199
  8. Distinctive:

    avoid overexplaining model architecture

    line 200
  9. Distinctive:

    avoid superiority claims without evidence

    line 201
  10. Distinctive:

    avoid making customer workflow sound obsolete

    line 202
  11. Distinctive:

    Do not mix incompatible postures.

    line 229

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Capture Intent Skill

Purpose

Define the strategic intent behind the proposal before drafting begins.

Most proposal systems understand:

  • the solicitation
  • the requirements
  • the company capabilities

Very few understand:

  • why the company is actually bidding
  • what the customer must believe
  • where the company is weak
  • what strategic posture the proposal should take
  • what the proposal should avoid saying
  • what outcome the team actually wants

This skill creates the strategic alignment layer that guides:

  • proposal-storyboard
  • proposal-writer
  • proposal-editor
  • competitor-assessment
  • red-team-review

Without this layer, proposals drift into generic capability summaries.

When to Use

Run after opportunity qualification and before solution architecture/storyboarding.

Recommended workflow:

/proposal-manager
/customer-intel
/competitor-assessment
/capture-intent
/proposal-solution-architect
/proposal-storyboard
/proposal-writer

Inputs

Always read

  1. working/proposal-type.md
  2. working/opportunity-summary.md
  3. working/capability-matrix.md
  4. working/requirement-matrix.md
  5. my-company/company-profile.md

Read if relevant

  • working/customer-profile.md — if /customer-intel was run (needed for belief objectives).
  • working/competitor-assessment.md — if /competitor-assessment was run (needed for ghosting + posture).
  • working/teaming-strategy.md — if teaming work has been done.
  • working/win-themes.md — if /proposal-manager produced a standalone themes file.
  • my-company/evidence-ledger.json — only when Phase C evidence is enabled.
  • Solicitation documents and notes — sample, don't read end-to-end. Use only to clarify ambiguous strategic questions.

Required Output

Write:

working/capture-intent.md

Optional:

working/capture-risks.md
working/discriminator-map.md

Core Questions

The skill must answer the following questions explicitly.


1. Why Are We Bidding?

Goal

Define the actual strategic reason for pursuing the opportunity.

Examples:

  • establish beachhead with customer
  • transition prototype into production
  • expand footprint into adjacent mission space
  • demonstrate capability for future larger contract
  • strengthen OEM/system-integrator relationship
  • gain operational deployment reference
  • position for sole-source follow-on
  • expand into classified environment
  • maintain strategic relevance
  • establish credibility in emerging mission area

Rules

Do not write generic statements like:

"This opportunity aligns with company growth goals."

Be specific.


2. What Must the Customer Believe?

Goal

Define the 3-5 core beliefs the proposal must create.

Examples:

  • This team understands operational DDIL realities.
  • This architecture can realistically deploy into existing Government infrastructure.
  • The company is technically mature despite small size.
  • The integration risk is manageable.
  • The proposed pilot creates a low-risk path to operational adoption.
  • This solution complements, rather than replaces, existing systems.

These become the hidden backbone of the proposal.


3. What Is Our Strongest Discriminator?

Goal

Identify the actual differentiators that matter.

Distinguish between:

  • real discriminator
  • table stakes
  • marketing noise

Examples:

CategoryExample
Real discriminatorExisting IL6 deployment in similar mission environment
Table stakesAgile development
Marketing noise"Transformative AI platform"

Rules

A discriminator only counts if:

  • evaluators care
  • competitors likely lack it
  • evidence exists
  • it reduces risk or improves mission outcome

4. What Is Our Weakest Area?

Goal

Explicitly identify proposal vulnerabilities.

Examples:

  • limited past performance with this customer
  • integration experience gap
  • no production CDS deployment
  • staffing scale concern
  • unclear hardware path
  • immature commercialization story
  • limited operational deployment history

Rules

Do not hide weaknesses.

The downstream proposal strategy depends on knowing them.


5. What Should the Proposal Avoid Saying?

Goal

Define language, positioning, and claims that would damage credibility.

Examples:

  • avoid implying enterprise replacement
  • avoid overstating autonomy
  • avoid claiming automatic ATO reciprocity
  • avoid attacking incumbent directly
  • avoid overexplaining model architecture
  • avoid superiority claims without evidence
  • avoid making customer workflow sound obsolete

This is one of the highest-value sections.


6. What Competitive Posture Should We Take?

Goal

Define the desired proposal posture.

Examples:

PostureMeaning
Operationally credibleCalm, technically mature, deployment-focused
Disruptive challengerFaster, lighter, less bureaucratic
Trusted integratorLow-risk execution and interoperability
Innovation partnerExperimentation and prototype acceleration
Specialized expertNarrow but deep mission capability
Strategic bridgeEnables transition between ecosystems

Rules

Choose deliberately.

Do not mix incompatible postures.


7. What Is the Desired Next Action?

Goal

Define what the proposal is actually trying to achieve.

Examples:

  • invitation to Phase II
  • technical interchange meeting
  • pilot award
  • OTA follow-on
  • downselect retention
  • integration workshop
  • architecture review
  • operational demonstration
  • production contract

This changes how aggressively the proposal should sell.


8. Tone and Narrative Direction

Goal

Define the intended narrative style.

Examples:

Proposal TypePreferred Tone
FAR technical volumedense, traceable, evaluator-scored
DIU CSOconcise, operational, commercially credible
SBIRtechnically rigorous with commercialization path
White paperexecutive-readable and strategically focused
RFIfactual and capability-oriented

Also Define

  • desired technical depth
  • acceptable aggressiveness
  • acceptable marketing level
  • desired executive readability
  • desired operational emphasis

9. Ghosting Strategy

Goal

Define how the proposal should indirectly contrast competitors.

Examples:

  • emphasize disconnected operation because competitors depend on cloud
  • emphasize integration openness because competitors are proprietary
  • emphasize operational deployment because competitors are lab-focused
  • emphasize lightweight deployment because competitors are infrastructure-heavy

Rules

Never name competitors.

Never sound petty.

Ghosting should feel like natural emphasis, not a direct attack.


Output Format

Write:

# Capture Intent — [Opportunity Name]

## Strategic Objective

<why the company is bidding>

---

## Customer Beliefs We Must Create

1. <belief>
2. <belief>
3. <belief>

---

## Primary Discriminators

| Discriminator | Why It Matters | Evidence | Risk |
|---|---|---|---|

---

## Vulnerabilities / Weak Areas

| Weakness | Risk | Mitigation Strategy |
|---|---|---|

---

## Proposal Posture

<desired strategic posture>

---

## Proposal Must Avoid

- <item>
- <item>

---

## Desired Customer Action

<desired next step>

---

## Tone and Narrative Guidance

| Area | Guidance |
|---|---|
| Tone | |
| Technical Depth | |
| Executive Readability | |
| Operational Emphasis | |
| Marketing Aggressiveness | |

---

## Ghosting Strategy

| Competitor Weakness | How We Indirectly Contrast |
|---|---|

---

## Strategic Narrative Summary

<2-4 paragraphs describing how the proposal should feel overall>

Integration Rules

Downstream skills should consume this file as strategic guidance.

proposal-storyboard

Uses:

  • evaluator belief goals
  • tone guidance
  • prohibited claims
  • ghosting direction

proposal-writer

Uses:

  • discriminator emphasis
  • proposal posture
  • customer-belief priorities

proposal-editor

Uses:

  • tone calibration
  • marketing aggressiveness limits
  • readability targets

red-team-review

Uses:

  • whether the proposal actually reinforced the intended beliefs
  • whether ghosting aligned to strategy
  • whether weaknesses were mitigated

Anti-Patterns to Prevent

The capture-intent layer exists to prevent:

  • proposals that sound strategically confused
  • generic capability dumps
  • contradictory messaging
  • overaggressive positioning
  • accidental overclaiming
  • irrelevant differentiators
  • executive summaries with no clear point
  • technical detail disconnected from strategy
  • weak ghosting
  • inconsistent tone between sections

Final Rule

This document is strategic guidance.

It should not read like proposal prose.

It should read like internal capture leadership alignment.

Activity Trail

Append to working/activity.md:

## <timestamp> — capture-intent — defined strategic posture, discriminators, customer beliefs, and proposal guidance → working/capture-intent.md

Append to working/ai-runs.jsonl:

{"schema_version":"ai-run.v1","timestamp":"<timestamp>","skill":"capture-intent","proposal_id":"<proposal>","job_type":"capture-strategy","provider":"anthropic","model":"claude-opus-4-7","input_tokens_estimate":null,"output_tokens_estimate":null,"cost_estimate_usd":null,"notes":"strategic capture alignment and narrative guidance"}

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.